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| 2021 | (So) Big Data and the transformation of the city
Andrienko, G.; Andrienko, N.; Boldrini, C.; Caldarelli, G.; Cintia, P.; Cresci, S.; Facchini, A.; Giannotti, F.; Gionis, A.; Guidotti, R.; Mathioudakis, M.; Muntean, C.I.; Pappalardo, L.; Pedreschi, D.; Pournaras, E.; Pratesi, F.; Tesconi, M.; Trasarti, R. | Journal Article |
| 2021 | 5* Knowledge Graph Embeddings with Projective Transformations
Nayyeri, Mojtaba; Vahdati, Sahar; Aykul, Can; Lehmann, Jens | Conference Paper |
| 2021 | Advances in Password Recovery Using Generative Deep Learning Techniques
Biesner, D.; Cvejoski, K.; Georgiev, B.; Sifa, R.; Krupicka, E. | Conference Paper |
| 2021 | AI as Co-workers: An Explorative Research on Technology Acceptance Based on the Revised Bloom Taxonomy
Greiner, C.; Jovy-Klein, F.; Peisl, T. | Conference Paper |
| 2021 | ALiBERT: Improved automated list inspection (ALI) with BERT
Ramamurthy, R.; Pielka, M.; Stenzel, R.; Bauckhage, C.; Sifa, R.; Khameneh, T.D.; Warning, U.; Kliem, B.; Loitz, R. | Conference Paper |
| 2021 | Analysing the evolution of computer science events leveraging a scholarly knowledge graph: A scientometrics study of top-ranked events in the past decade
Lackner, A.; Fathalla, S.; Nayyeri, M.; Behrend, A.; Manthey, R.; Auer, S.; Lehmann, J.; Vahdati, S. | Journal Article |
| 2021 | Anonymization of German financial documents using neural network-based language models with contextual word representations
Biesner, David; Ramamurthy, Rajkumar; Stenzel, Robin; Lübbering, Max; Hillebrand, Lars Patrick; Ladi, Anna; Pielka, Maren; Loitz, Rüdiger; Bauckhage, Christian; Sifa, Rafet | Journal Article |
| 2021 | Archetypal Analysis Based Anomaly Detection for Improved Storytelling in Multiplayer Online Battle Arena Games
Sifa, R.; Drachen, A.; Block, F.; Moon, S.; Dubhashi, A.; Xiao, H.; Li, Z.; Klabjan, D.; Demediuk, S. | Conference Paper |
| 2021 | Assessing Earthquake Impacts and Monitoring Resilience of Historic Areas: Methods for GIS Tools
Giovinazzi, S.; Marchili, C.; Pietro, A. Di; Giordano, L.; Costanzo, A.; Porta, L.L.; Pollino, M.; Rosato, V.; Lückerath, D.; Milde, K.; Ullrich, O. | Journal Article |
| 2021 | Assistive HCI-Serious Games Co-design Insights: The Case Study of i-PROGNOSIS Personalized Game Suite for Parkinson’s Disease
Dias, S.B.; Diniz, J.A.; Konstantinidis, E.; Savvidis, T.; Zilidou, V.; Bamidis, P.D.; Grammatikopoulou, A.; Dimitropoulos, K.; Grammalidis, N.; Jaeger, H.; Stadtschnitzer, M.; Silva, H.; Telo, G.; Ioakeimidis, I.; Ntakakis, G.; Karayiannis, F.; Huchet, E.; Hoermann, V.; Filis, K.; Theodoropoulou, E.; Lyberopoulos, G.; Kyritsis, K.; Papadopoulos, A.; Depoulos, A.; Trivedi, D.; Chaudhuri, R.K.; Klingelhoefer, L.; Reichmann, H.; Bostantzopoulou, S.; Katsarou, Z.; Iakovakis, D.; Hadjidimitriou, S.; Charisis, V.; Apostolidis, G.; Hadjileontiadis, L.J. | Journal Article |
| 2021 | Author Correction: Replication and Refinement of an Algorithm for Automated Drusen Segmentation on Optical Coherence Tomography
Wintergerst, M.W.M.; Gorgi Zadeh, S.; Wiens, V.; Thiele, S.; Schmitz-Valckenberg, S.; Holz, F.G.; Finger, R.P.; Schultz, T. | Journal Article |
| 2021 | Auto Encoding Explanatory Examples with Stochastic Paths
Ojeda, César; Sánchez, Ramsés J.; Cvejoski, Kostadin; Schücker, Jannis; Bauckhage, Christian; Georgiev, Bogdan | Conference Paper |
| 2021 | Automating and utilising equal-distribution data classification
Andrienko, G.; Andrienko, N.; Kureshi, I.; Lee, K.; Smith, I.; Staykova, T. | Journal Article |
| 2021 | BenchEmbedd: A FAIR benchmarking tool for knowledge graph embeddings
Sadeghi, A.; Shahini, X.; Schmitz, M.; Lehmann, J. | Conference Paper |
| 2021 | Benchmarking table recognition performance on biomedical literature on neurological disorders
Adams, Tim; Namysl, Marcin; Kodamullil, Alpha Tom; Behnke, Sven; Jacobs, Marc | Journal Article |
| 2021 | Bilingual I-Vector Extractor for DNN Hybrid Acoustic Model Training in German Speech Recognition Systems
Wang, Yao; Gref, Michael; Walter, Oliver; Schmidt, Christoph Andreas | Conference Paper |
| 2021 | Bringing Light Into the Dark: A large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework
Ali, Mehdi; Berrendorf, Max; Hoyt, Charles Tapley; Vermue, Laurent; Galkin, Mikhail; Sharifzadeh, Sahand; Fischer, Asja; Tresp, Volker; Lehmann, Jens | Journal Article |
| 2021 | CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and Wikidata
Kannan Ravi, Manoj Prabhakar; Singh, Kuldeep; Mulang', Isaiah Onando; Shekarpour, Saeedeh; Hoffart, Johannes; Lehmann, Jens | Conference Paper |
| 2021 | CLEP: A hybrid data- and knowledge-driven framework for generating patient representations
Bharadhwaj, Vinay Srinivas; Ali, Mehdi; Birkenbihl, Colin; Mubeen, Sarah; Lehmann, Jens; Hofmann-Apitius, Martin; Hoyt, Charles Tapley; Domingo-Fernández, Daniel | Journal Article |
| 2021 | Co-Bridges: Pair-wise Visual Connection and Comparison for Multi-item Data Streams
Chen, S.; Andrienko, N.; Andrienko, G.; Li, J.; Yuan, X. | Journal Article |
| 2021 | Communication efficient distributed learning of neural networks in Big Data environments using Spark
Alkhoury, Fouad; Wegener, Dennis; Sylla, Karl-Heinz; Mock, Michael | Conference Paper |
| 2021 | A Comparative Pronunciation Mapping Approach Using G2P Conversion for Anglicisms in German Speech Recognition
Pritzen, Julia; Gref, Michael; Schmidt, Christoph Andreas; Zühlke, Dietlind | Conference Paper |
| 2021 | Constructing Spaces and Times for Tactical Analysis in Football
Andrienko, Gennady; Andrienko, Natalia; Anzer, Gabriel; Bauer, P.; Budziak, G.; Fuchs, G.; Hecker, D.; Weber, H.; Wrobel, S. | Journal Article |
| 2021 | Context Transformer with Stacked Pointer Networks for Conversational Question Answering over Knowledge Graphs
Plepi, J.; Kacupaj, E.; Singh, K.; Thakkar, H.; Lehmann, J. | Conference Paper |
| 2021 | Conversational question answering over knowledge graphs with transformer and graph attention networks
Kacupaj, E.; Plepi, J.; Singh, K.; Thakkar, H.; Lehmann, J.; Maleshkova, M. | Conference Paper |
| 2021 | Correction to: Human migration: The big data perspective
Sîrbu, A.; Andrienko, G.; Andrienko, N.; Boldrini, C.; Conti, M.; Giannotti, F.; Guidotti, R.; Bertoli, S.; Kim, J.; Muntean, C.I.; Pappalardo, L.; Passarella, A.; Pedreschi, D.; Pollacci, L.; Pratesi, F.; Sharma, R. | Journal Article |
| 2021 | Decision Snippet Features
Welke, Pascal; Alkhoury, Fouad; Bauckhage, Christian; Wrobel, Stefan | Conference Paper |
| 2021 | Decoupling Autoencoders for Robust One-vs-Rest Classification
Lübbering, Max; Gebauer, Michael; Ramamurthy, Rajkumar; Bauckhage, Christian; Sifa, Rafet | Conference Paper |
| 2021 | Design and Evaluation of a Generic Orchestrator that executes an AI pipeline
Morbagal Harish, Tejas
: Lehmann, Jens; Stadtschnitzer, Michael | Master Thesis |
| 2021 | Design and evaluation of a subsystem (mircoservice) to create a deployment client for AI pipelines based on docker containers using gRPC
Naeem, Sajid
: Lehmann, Jens; Behnke, Sven | Master Thesis |
| 2021 | Discover Relations in the Industry 4.0 Standards Via Unsupervised Learning on Knowledge Graph Embeddings
Rivas, Ariam; Grangel-González, Irlán; Collarana, Diego; Lehmann, Jens; Vidal, Maria-Esther | Journal Article |
| 2021 | Discovering structure in speech recordings: Unsupervised learning of word and phoneme like units for automatic speech recognition
Walter, Oliver
: Häb-Umbach, Reinhold; Kurth, Frank | Dissertation |
| 2021 | DistRDF2ML - Scalable Distributed In-Memory Machine Learning Pipelines for RDF Knowledge Graphs
Draschner, Carsten Felix; Stadler, Claus; Farshad Bakhshandegan Moghaddam; Lehmann, Jens; Jabeen, Hajira | Conference Paper |
| 2021 | DistSim - Scalable Distributed in-Memory Semantic Similarity Estimation for RDF Knowledge Graphs
Draschner, Carsten Felix; Lehmann, Jens; Jabeen, Hajira | Conference Paper |
| 2021 | Embedding Knowledge Graphs Attentive to Positional and Centrality Qualities
Sadeghi, Afshin; Collarana, Diego; Graux, Damien; Lehmann, Jens | Conference Paper |
| 2021 | Empirical Error Modeling Improves Robustness of Noisy Neural Sequence Labeling
Namysl, Marcin; Behnke, Sven; Köhler, Joachim | Conference Paper |
| 2021 | Evaluation and re-usable implementation of DL-based approaches for Entity Recognition
Gugu, Andel
: Lehmann, Jens; Behnke, Sven | Master Thesis |
| 2021 | Extracting and Utilizing templates for Question Answering over Knowledge Graph
Kumar, Uttam | Master Thesis |
| 2021 | Formal Concept Analysis for Semantic Compression of Knowledge Graph Versions
Graux, Damien; Collarana, Diego; Orlandi, Fabrizio | Conference Paper |
| 2021 | GAIA-X and IDS
Otto, Boris; Rubina, Alina; Eitel, Andreas; Teuscher, Andreas; Schleimer, Anna Maria; Lange, Christoph; Stingl, Dominik; Loukipoudis, Evgueni; Brost, Gerd; Boege, Gernot; Pettenpohl, Heinrich; Langkau, Joerg; Gelhaar, Joshua; Mitani, Koki; Hupperz, Marius; Huber, Monika; Jahnke, Nils; Brandstädter, Robin; Wessel, Sascha; Bader, Sebastian | Report |
| 2021 | Generative Machine Learning for Resource-Aware 5G and IoT Systems
Piatkowski, Nico; Mueller-Roemer, Johannes; Hasse, Peter; Bachorek, Adam; Werner, Tim; Birnstill, Pascal; Morgenstern, Andreas; Stobbe, Lutz | Conference Paper |
| 2021 | Geolog: Scalable logic programming on spatial data
Grubenmann, T.; Lehmann, J. | Conference Paper |
| 2021 | GeoWINE: Geolocation based Wiki, Image, News and Event Retrieval
Tahmasebzadeh, Golsa; Kacupaj, Endri; Müller-Budack, Eric; Hakimov, Sherzod; Lehmann, Jens; Ewerth, Ralph | Conference Paper |
| 2021 | Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
Nanni, M.; Andrienko, G.; Barabási, A.-L.; Boldrini, C.; Bonchi, F.; Cattuto, C.; Chiaromonte, F.; Comandé, G.; Conti, M.; Coté, M.; Dignum, F.; Dignum, V.; Domingo-Ferrer, J.; Ferragina, P.; Giannotti, F.; Guidotti, R.; Helbing, D.; Kaski, K.; Kertesz, J.; Lehmann, S.; Lepri, B.; Lukowicz, P.; Matwin, S.; Jiménez, D.M.; Monreale, A.; Morik, K.; Oliver, N.; Passarella, A.; Passerini, A.; Pedreschi, D.; Pentland, A.; Pianesi, F.; Pratesi, F.; Rinzivillo, S.; Ruggieri, S.; Siebes, A.; Torra, V.; Trasarti, R.; Hoven, J.; Vespignani, A. | Journal Article |
| 2021 | Grounding Dialogue Systems via Knowledge Graph Aware Decoding with Pre-trained Transformers
Chaudhuri, D.; Rony, M.R.A.H.; Lehmann, J. | Conference Paper |
| 2021 | Grundlagen des Maschinellen Lernens
Bauckhage, Christian; Hübner, Wolfgang; Hug, Ronny; Paaß, Gerhard; Rüping, Stefan | Book Article |
| 2021 | HORUS-NER: A Multimodal Named Entity Recognition Framework for Noisy Data
Esteves, Diego; Marcelino, José; Chawla, Piyush; Fischer, Asja; Lehmann, Jens | Conference Paper |
| 2021 | Human migration: The big data perspective
Sîrbu, A.; Andrienko, G.; Andrienko, N.; Boldrini, C.; Conti, M.; Giannotti, F.; Guidotti, R.; Bertoli, S.; Kim, J.; Muntean, C.I.; Pappalardo, L.; Passarella, A.; Pedreschi, D.; Pollacci, L.; Pratesi, F.; Sharma, R. | Journal Article |
| 2021 | Impact of Stochastic Rewards in Reinforcement Learning based Combinatorial Optimization
Adams, Markus | Master Thesis |
| 2021 | Improving Grapheme-to-Phoneme Conversion for Anglicisms in German Speech Recognition
Pritzen, Julia Maria
: Zühlke, Dietlind; Gref, Michael | Master Thesis |
| 2021 | Improving Inductive Link Prediction Using Hyper-relational Facts
Ali, Mehdi; Berrendorf, Max; Galkin, Mikhail; Thost, Veronika; Ma, Tengfei; Tresp, Volker; Lehmann, Jens | Conference Paper |
| 2021 | Indexed Negative Sampling and Scalable Knowledge Graph Embedding Models
Rashid, Tasneem Tazeen
: Lehmnann, Jens; Napolitano, Giulio | Master Thesis |
| 2021 | Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety
Houben, Sebastian; Abrecht, Stephanie; Akila, Maram; Bär, Andreas; Brockherde, Felix; Feifel, Patrick; Fingscheidt, Tim; Gannamaneni, Sujan Sai; Ghobadi, Seyed Eghbal; Hammam, Ahmed; Haselhoff, Anselm; Hauser, Felix; Heinzemann, Christian; Hoffmann, Marco; Kapoor, Nikhil; Kappel, Falk; Klingner, Marvin; Kronenberger, Jan; Küppers, Fabian; Löhdefink, Jonas; Mlynarski, Michael; Mock, Michael; Mualla, Firas; Pavlitskaya, Svetlana; Poretschkin, Maximilian; Pohl, Alexander; Ravi-Kumar, Varun; Rosenzweig, Julia; Rottmann, Matthias; Rüping, Stefan; Sämann, Timo; Schneider, Jan David; Schulz, Elena; Schwalbe, Gesina; Sicking, Joachim; Srivastava, Toshika; Varghese, Serin; Weber, Michael; Wirkert, Sebastian; Wirtz, Tim; Woehrle, Matthias | Paper |
| 2021 | An Integrated Approach to a Safety Argumentation for AI-Based Perception Functions in Automated Driving
Mock, Michael; Scholz, Stefan; Blank, Frederik; Hüger, Fabian; Rohatschek, Andreas; Schwarz, Loren; Stauner, Thomas | Conference Paper |
| 2021 | Introducing the NLU showroom: A NLU demonstrator for the German language
Wegener, D.; Giesselbach, S.; Doll, N.; Horstmann, H. | Conference Paper |
| 2021 | Introduction to Machine Learning with Robots and Playful Learning
Olari, Victoriya; Cvejoski, Kostadin; Eide, Øyvind | Conference Paper |
| 2021 | Introduction to neural network-based question answering over knowledge graphs
Chakraborty, Nilesh; Lukovnikov, Denis; Maheshwari, Gaurav; Trivedi, Priyansh; Lehmann, Jens; Fischer, Aslj | Journal Article |
| 2021 | Knowledge Extraction Methods for the Analysis of Contractual Agreements
Mousavinezhad, Najmehsadat
: Auer, Sören; Lehmnann, Jens | Dissertation |
| 2021 | Knowledge Graph Based Question Answering System for Financial Securities
Bulla, Marius; Hillebrand, Lars Patrick; Lübbering, Max; Sifa, Rafet | Conference Paper |
| 2021 | Knowledge Graph Representation Learning using Ordinary Differential Equations
Nayyeri, Mojtaba; Xu, Chengjin; Hoffmann, Franca; Alam, Mirza Mohtashim; Lehmann, Jens; Vahdati, Sahar | Conference Paper |
| 2021 | Learning Deep Generative Models for Queuing Systems
Ojeda, César; Cvejoski, Kostadin; Georgiev, Bogdan; Bauckhage, Christian; Schuecker, Jannis; Sánchez, Ramsés J. | Conference Paper |
| 2021 | Learning Weakly Convex Sets in Metric Spaces
Stadtländer, Eike; Horvath, Tamas; Wrobel, Stefan | Conference Paper |
| 2021 | Leitfaden zur Gestaltung vertrauenswürdiger Künstlicher Intelligenz (KI-Prüfkatalog)
Poretschkin, Maximilian; Schmitz, Anna; Akila, Maram; Adilova, Linara; Becker, Daniel; Cremers, Armin B.; Hecker, Dirk; Houben, Sebastian; Mock, Michael; Rosenzweig, Julia; Sicking, Joachim; Schulz, Elena; Voss, Angelika; Wrobel, Stefan | Report |
| 2021 | Lessons Learned on Conducting Dwelling Detection on VHR Satellite Imagery for the Management of Humanitarian Operations
Wickert, Lorenz; Bogen, Manfred; Richter, Marvin | Journal Article |
| 2021 | Link Prediction of Weighted Triples for Knowledge Graph Completion Within the Scholarly Domain
Nayyeri, M.; Cil, G.M.; Vahdati, S.; Osborne, F.; Kravchenko, A.; Angioni, S.; Salatino, A.; Recupero, D.R.; Motta, E.; Lehmann, J. | Journal Article |
| 2021 | Loss-Aware Pattern Inference: A Correction on the Wrongly Claimed Limitations of Embedding Models
Nayyeri, M.; Xu, C.; Yaghoobzadeh, Y.; Vahdati, S.; Alam, M.M.; Yazdi, H.S.; Lehmann, J. | Conference Paper |
| 2021 | Management System Support for Trustworthy Artificial Intelligence
Mock, Michael; Schmitz, Anna; Adilova, Linara; Becker, Daniel; Cremers, Armin B.; Poretschkin, Maximilian | Study |
| 2021 | Maximum Margin Separations in Finite Closure Systems
Seiffahrt, Florian; Horvárth, Tamás; Wrobel, Stefan | Conference Paper |
| 2021 | Metadata analysis of open educational resources
Tavakoli, M.; Elias, M.; Kismihok, G.; Auer, S. | Conference Paper |
| 2021 | Microplastics in lakeshore and lakebed sediments - External influences and temporal and spatial variabilities of concentrations
Hengstmann, E.; Weil, E.; Wallbott, P.C.; Tamminga, M.; Fischer, E.K. | Journal Article |
| 2021 | Monte Carlo Tree Search for high precision manufacturing
Weichert, Dorina; Horchler, Felix; Kister, Alexander; Trost, Marcus; Hartung, Johannes; Risse, Stefan | Paper |
| 2021 | Multiple Run Ensemble Learning with Low-Dimensional Knowledge Graph Embeddings
Xu, Chengjin; Nayyeri, Mojtaba; Vahdati, Sahar; Lehmann, Jens | Conference Paper |
| 2021 | Die Nachvollziehbarkeit von KI-Anwendungen in der Medizin
Hänold, Stefanie; Schlee, Nelli; Antweiler, Dario; Beckh, Katharina | Journal Article |
| 2021 | New active learning algorithms for near-infrared spectroscopy in agricultural applications
Krause, Julius; Günder, Maurice; Schulz, Daniel; Gruna, Robin | Journal Article |
| 2021 | A Novel Regression Loss for Non-Parametric Uncertainty Optimization
Sicking, Joachim; Akila, Maram; Pintz, Maximilian; Wirtz, Tim; Fischer, Asja; Wrobel, Stefan | Conference Paper |
| 2021 | ParaQA: A Question Answering Dataset with Paraphrase Responses for Single-Turn Conversation
Kacupaj, E.; Banerjee, B.; Singh, K.; Lehmann, J. | Conference Paper |
| 2021 | Patch Shortcuts: Interpretable Proxy Models Efficiently Find Black-Box Vulnerabilities
Rosenzweig, Julia; Sicking, Joachim; Houben, Sebastian; Mock, Michael; Akila, Maram | Conference Paper |
| 2021 | Pattern-Aware and Noise-Resilient Embedding Models
Nayyeri, M.; Vahdati, S.; Sallinger, E.; Alam, M.M.; Yazdi, H.S.; Lehmann, J. | Conference Paper |
| 2021 | Performance of ECG-based seizure detection algorithms strongly depends on training and test conditions
Jahanbekam, A.; Baumann, J.; Nass, R.D.; Bauckhage, C.; Hill, H.; Elger, C.E.; Surges, R. | Journal Article |
| 2021 | PillarFPN: A Feature Pyramid Extension to Pointpillars for 3D Object Detection
Munshi, Harsh
: Plöger, Sven | Master Thesis |
| 2021 | Plants Don't Walk on the Street: Common-Sense Reasoning for Reliable Semantic Segmentation
Adilova, Linara; Schulz, Elena; Akila, Maram; Houben, Sebastian; Schneider, Jan David; Hüger, Fabian; Wirtz, Tim | Conference Paper |
| 2021 | Predicting Player Churn with Echo State Networks
Sifa, Rafet | Conference Paper |
| 2021 | Proxy Indicators for the Quality of Open-domain Dialogues
Nedelchev, Rostislav; Lehmann, Jens; Usbeck, Ricardo | Conference Paper |
| 2021 | PyKEEN 1.0: A python library for training and evaluating knowledge graph embeddings
Ali, M.; Berrendorf, M.; Hoyt, C.T.; Vermue, L.; Sharifzadeh, S.; Tresp, V.; Lehmann, J. | Journal Article |
| 2021 | Relational Pattern Benchmarking on the Knowledge Graph Link Prediction Task
Sadeghi, Afshin; Abdul Malik, Hirra; Collarana, Diego; Lehmann, Jens | Presentation |
| 2021 | A Scalable Approach for Distributed Reasoning over Large-scale OWL Datasets
Mohamed, Heba; Fathalla, Said; Lehmann, Jens; Jabeen, Hajira | Conference Paper |
| 2021 | Semantic Based Approach for Entity Matching on Noisy Semistructured Data
Nikhil, Acharya | Master Thesis |
| 2021 | Semantic Concept Testing in Autonomous Driving by Extraction of Object-Level Annotations from CARLA
Gannamaneni, Sujan; Houben, Sebastian; Akila, Maram | Conference Paper |
| 2021 | Space Efficient Context Encoding for Non-Task-Oriented Dialogue Generation with Graph Attention Transformer
Galetzka, Fabian; Rose, Jewgeni; Schlangen, David; Lehmann, Jens | Conference Paper |
| 2021 | Street-Map Based Validation of Semantic Segmentation in Autonomous Driving
Rüden, Laura von; Wirtz, Tim; Hueger, Fabian; Schneider, Jan David; Piatkowski, Nico; Bauckhage, Christian | Conference Paper |
| 2021 | Supervised autoencoder variants for end to end anomaly detection
Lübbering, M.; Gebauer, M.; Ramamurthy, R.; Sifa, R.; Bauckhage, C. | Conference Paper |
| 2021 | Supporting verification of news articles with automated search for semantically similar articles
Gupta, V.; Beckh, K.; Giesselbach, S.; Wegener, D.; Wirtz, T. | Conference Paper |
| 2021 | Switching Dynamical Systems with Deep Neural Networks
Ojeda, César; Georgiev, Bogdan; Cvejoski, Kostadin; Schücker, Jannis; Bauckhage, Christian; Sánchez, Ramsés J. | Conference Paper |
| 2021 | Swords, Data and Balls: Extracting Extreme Behavioural Prototypes with Kernel Minimum Enclosing Balls
Kondratiuk, Hanna; Sifa, Rafet | Conference Paper |
| 2021 | Tackling Contradiction Detection in German Using Machine Translation and End-to-End Recurrent Neural Networks
Pielka, Maren; Sifa, Rafet; Hillebrand, Lars Patrick; Biesner, David; Ramamurthy, Rajkumar; Ladi, Anna; Bauckhage, Christian | Conference Paper |
| 2021 | tanh Neurons are Bayesian Decision Makers
Bauckhage, Christian; Sifa, Rafet; Hecker, Dirk | Conference Paper |
| 2021 | Template-based Question Answering using Recursive Neural Networks
Athreya, R.G.; Bansal, S.K.; Ngonga Ngomo, A.-C.; Usbeck, R. | Conference Paper |
| 2021 | Temporal Knowledge Graph Completion using a Linear Temporal Regularizer and Multivector Embeddings
Xu, Chengjin; Chen, Yung-Yu; Nayyeri, Mojtaba; Lehmann, Jens | Conference Paper |
| 2021 | A theoretical model for pattern discovery in visual analytics
Andrienko, N.; Andrienko, G.; Miksch, S.; Schumann, H.; Wrobel, S. | Journal Article |
| 2021 | Tiefe neuronale Netze
Bauckhage, Christian; Hübner, Wolfgang; Hug, Ronny; Paaß, G. | Book Article |
| 2021 | Time-aware Graph Neural Network for Entity Alignment between Temporal Knowledge Graphs
Xu, Chengjin; Su, Fenglong; Lehmann, Jens | Conference Paper |
| 2021 | Toward flexible visual analytics augmented through smooth display transitions
Tominski, C.; Andrienko, G.; Andrienko, N.; Bleisch, S.; Fabrikant, S.I.; Mayr, E.; Miksch, S.; Pohl, M.; Skupin, A. | Journal Article |
| 2021 | Towards holistic Entity Linking: Survey and directions
Oliveira, I.L.; Fileto, R.; Speck, R.; Garcia, L.P.F.; Moussallem, D.; Lehmann, J. | Journal Article |
| 2021 | Towards Intelligent Food Waste Prevention: An Approach Using Scalable and Flexible Harvest Schedule Optimization with Evolutionary Algorithms
Günder, Maurice; Piatkowski, Nico; Rüden, Laura von; Sifa, Rafet; Bauckhage, Christian | Journal Article |
| 2021 | Towards the Detection and Visual Analysis of COVID-19 Infection Clusters
Antweiler, Dario; Sessler, David; Ginzel, Sebastian; Kohlhammer, Jörn | Conference Paper |
| 2021 | Toxicity Detection in Online Comments with Limited Data: A Comparative Analysis
Lübbering, Max; Pielka, Maren; Das, Kajaree; Gebauer, Michael; Ramamurthy, Rajkumar; Bauckhage, Christian; Sifa, Rafet | Conference Paper |
| 2021 | Trans4E: Link prediction on scholarly knowledge graphs
Nayyeri, M.; Cil, G.M.; Vahdati, S.; Osborne, F.; Rahman, M.; Angioni, S.; Salatino, A.; Recupero, D.R.; Vassilyeva, N.; Motta, E.; Lehmann, J. | Journal Article |
| 2021 | Utilizing Representation Learning for Robust Text Classification Under Datasetshift
Lübbering, Max; Gebauer, Michael; Ramamurthy, Rajkumar; Pielka, Maren; Bauckhage, Christian; Sifa, Rafet | Conference Paper |
| 2021 | Validation of Simulation-Based Testing: Bypassing Domain Shift with Label-to-Image Synthesis
Rosenzweig, Julia; Brito, Eduardo; Kobialka, Hans-Ulrich; Akila, Maram; Schmidt, Nico M.; Schlicht, Peter; Schneider, Jan David; Hüger, Fabian; Rottmann, Matthias; Houben, Sebastian; Wirtz, Tim | Presentation |
| 2021 | Verfahren zur Anzeige von Videos
Vonolfen, Wolfgang; Eickeler, Stefan; Isajczuk, Peter | Patent |
| 2021 | Vertrauenswürdiges, transparentes und robustes Maschinelles Lernen
Bauckhage, Christian; Fürnkranz, Johannes; Paaß, Gerhard | Book Article |
| 2021 | A Virtual Knowledge Graph for Enabling Defect Traceability and Customer Service Analytics
Wilhelm, N.; Collarana, D.; Lehmann, J. | Conference Paper |
| 2021 | Visual Analytics for Characterizing Mobility Aspects of Urban Context
Andrienko, G.; Andrienko, N.; Patterson, F.; Chen, S.; Weibel, R.; Huang, H.; Doulkeridis, C.; Georgiou, H.; Pelekis, N.; Theodoridis, Y.; Nanni, M.; Longhi, L.; Koumparos, A.; Yasar, A.; Kureshi, I. | Book Article |
| 2021 | VOGUE: Answer Verbalization Through Multi-Task Learning
Kacupaj, E.; Premnadh, S.; Singh, K.; Lehmann, J.; Maleshkova, M. | Conference Paper |
| 2021 | Vom Textgenerator zum digitalen Experten
Paaß, Gerhard; Hecker, Dirk | Journal Article |
| 2020 | 3D Learning and Reasoning in Link Prediction Over Knowledge Graphs
Nayyeri, M.; Alam, M.M.; Lehmann, J.; Vahdati, S. | Journal Article |
| 2020 | Accessibility and personalization in opencourseware: An inclusive development approach
Elia, M.; Ruckhaus, E.; Draffan, E.A.; James, A.; Suarez-Figueroa, M.C.; Lohmann, S.; Khiat, A.; Auer, S. | Conference Paper |
| 2020 | Adapting established text representations for predicting review sentiment in Turkish
Çavuşoğlu, I.; Pielka, M.; Sifa, R. | Conference Paper |
| 2020 | Adiabatic Quantum Computing for Max-Sum Diversification
Bauckhage, Christian; Sifa, Rafet; Wrobel, Stefan | Conference Paper |
| 2020 | Advanced Sensing and Human Activity Recognition in Early Intervention and Rehabilitation of Elderly People
Schrader, Lisa; Vargas Toro, Agustín; Konietzny, Sebastian; Rüping, Stefan; Schäpers, Barbara; Steinböck, Martina; Krewer, Carmen; Müller, Friedemann; Güttler, Jörg; Bock, Thomas | Journal Article |
| 2020 | Aligning Subjective Ratings in Clinical Decision Making
Pick, Annika; Ginzel, Sebastian; Rüping, Stefan; Sander, Jil; Foldenauer, Ann Christina; Köhm, Michaela | Presentation |
| 2020 | Applying Simulation to Advance Resilience of Historic Areas to Climate Change and Natural Hazards
Milde, Katharina; Giovinazzi, Sonia; Lückerath, Daniel; Ullrich, Oliver; Pollino, Maurizio; Rome, Erich; Rosato, Vittorio | Conference Paper |
| 2020 | An Approach for Ex-Post-Facto Analysis of Knowledge Graph-Driven Chatbots - The DBpedia Chatbot
Jalota, R.; Trivedi, P.; Maheshwari, G.; Ngonga Ngomo, A.-C.; Usbeck, R. | Conference Paper |
| 2020 | Die ARD Mining-Plattform
Maroni, Dirk; Köhler, Joachim; Fisseler, J.; Becker, Sven | Journal Article |
| 2020 | Assisting maritime search and rescue (SAR) personnel with AI-based speech recognition and smart direction finding
Gözalan, Aylin; John, Ole; Lübcke, Thomas; Maier, Andreas; Reimann, Maximilian; Richter, Jan-Gerrit; Zverev, Ivan | Journal Article |
| 2020 | Atlas hodnotenia zranitel'nosti a rizík nepriaznivých dôsledkov zmeny klímy na území hlavného mesta SR Bratislavy
Bogen, M.; Konrad, I.; Kozová, M.; Lückerath, D.; Pauditová, E.; Pecho, J.; Rehačková, T.; Streberová, E.; Šteflovičová, Miroslava; Šteflovičová, Monika | Book |
| 2020 | Bayesian Optimization for Min Max Optimization
Weichert, Dorina; Kister, A. | Presentation |
| 2020 | Big Data Analytics for Time-Critical Mobility Forecasting
: Vouros, G.A. (Editor); Andrienko, G. (Editor); Doulkeridis, C. (Editor); Pelekis, N. (Editor); Artikis, A. (Editor); Jousselme, A. (Editor); Ray, C. (Editor); Cordero, J M. (Editor); Scarlatti, D. (Editor) | Scientific Anthology |
| 2020 | Big Data Visualization and Analytics: Future Research Challenges and Emerging Applications
Andrienko, Gennady; Andrienko, Natalia; Drucker, Steven; Fekete, Jean-Daniel; Fisher, Danyel; Idreos, Stavros; Kraska, Tim; Li, Guoliang; Ma, Kwan-Liu; Mackinlay, Jock D.; Oulasvirta, Antti; Schreck, Tobias; Schmann, Heidrun; Stonebraker, Michael; Auber, David; Bikakis, Nikos; Chrysanthis, Panos K.; Papastefanatos, George; Sharaf, Mohamed | Conference Paper |
| 2020 | CASQAD - A New Dataset for Context-Aware Spatial Question Answering
Rose, J.; Lehmann, J. | Conference Paper |
| 2020 | The Channel as a Traffic Sensor: Vehicle Detection and Classification Based on Radio Fingerprinting
Sliwa, B.; Piatkowski, N.; Wietfeld, C. | Journal Article |
| 2020 | Characteristics of Monte Carlo Dropout in Wide Neural Networks
Sicking, Joachim; Akila, Maram; Wirtz, Tim; Houben, Sebastian; Fischer, Asja | Presentation |
| 2020 | Citywide Traffic Analysis Based on the Combination of Visual and Analytic Approaches
Liu, F.; Andrienko, G.; Andrienko, N.; Chen, S.; Janssens, D.; Wets, G.; Theodoridis, Y. | Journal Article |
| 2020 | Climate change impact and vulnerability analysis in the city of bratislava: Application and lessons learned
Lückerath, D.; Streberova, E.; Bogen, M.; Rome, E.; Ullrich, O.; Pauditsova, E. | Conference Paper |
| 2020 | The CLIN30 Shared Task: Have-doubling in Historical Varieties of Dutch
Schraagen, Marijn; Wall, Joanna; Brito, Eduardo | Journal Article |
| 2020 | A Clustering Backed Deep Learning Approach for Document Layout Analysis
Agombar, R.; Luebbering, M.; Sifa, R. | Conference Paper |
| 2020 | Combining Machine Learning and Simulation to a Hybrid Modelling Approach: Current and Future Directions
Rüden, Laura von; Mayer, Sebastian; Sifa, Rafet; Bauckhage, Christian; Garcke, Jochen | Conference Paper |
| 2020 | A Community Detection Based Approach for Exploring Patterns in Player Reviews
Pielka, Maren; Sifa, Rafet; Ramamurthy, Rajkumar; Ojeda, César; Bauckhage, Christian | Conference Paper |
| 2020 | Context-based entity matching for big data
Tasnim, M.; Collarana, D.; Graux, D.; Vidal, M.-E. | Book Article |
| 2020 | Cross-Administration Comparative Analysis of Open Fiscal Data
Musyaffa, Fathoni A.; Lehmann, Jens; Jabeen, Hajira | Conference Paper |
| 2020 | Demonstration of a customizable knowledge graph visualization framework
Wiens, V.; Lohmann, S. | Conference Paper |
| 2020 | DenseHMM: Learning Hidden Markov Models by Learning Dense Representations
Sicking, Joachim; Pintz, Maximilian; Akila, Maram; Wirtz, Tim | Presentation |
| 2020 | Departamento de Nosotros: How machine translated corpora affects language models in MRC tasks
Khvalchik, M.; Galkin, M. | Conference Paper |
| 2020 | DESICOM as Metaheuristic Search
Sifa, Rafet | Conference Paper |
| 2020 | Deutsche Normungsroadmap Künstliche Intelligenz
Adler, R.; Kolomiichuk, Sergii; Hecker, Dirk; Lämmel, Philipp; Ma, Jackie; Marko, Angelina; Mock, Michael; Nagel, Tobias; Poretschkin, Maximilian; Rennoch, Axel; Röhler, Marcus; Ruf, Miriam; Schönhof, Raoul; Schneider, Martin A.; Tcholtchev, Nikolay; Ziehn, Jens; Böttinger, Konstantin; Jedlitschka, Andreas; Oala, Luis; Sperl, Philip; Wenzel, Markus; et. al.
: Wahlster, W.; Winterhalter, C. | Study |
| 2020 | Discovering Object-centric Petri Nets
Aalst, W.M.P. van der; Berti, A. | Journal Article |
| 2020 | A distributed approach for parsing large-scale owl datasets
Mohamed, H.; Fathalla, S.; Lehmann, J.; Jabeen, H. | Conference Paper |
| 2020 | Distributed generative modelling with sub-linear communication overhead
Piatkowski, N. | Conference Paper |
| 2020 | Dwelling Detection on VHR Satellite Imagery of Refugee Camps Using a Faster R-CNN
Wickert, Lorenz; Bogen, Manfred; Richter, Marvin | Conference Paper |
| 2020 | Effective approximation of parametrized closure systems over transactional data streams
Trabold, Daniel; Horváth, Tamás; Wrobel, Stefan | Journal Article |
| 2020 | Embedding-Based Recommendations on Scholarly Knowledge Graphs
Nayyeri, M.; Vahdati, S.; Zhou, X.; Shariat Yazdi, H.; Lehmann, J. | Conference Paper |
| 2020 | Encoding Knowledge Graph Entity Aliases in Attentive Neural Network for Wikidata Entity Linking
Mulang, I.O.; Singh, K.; Vyas, A.; Shekarpour, S.; Vidal, M.-E.; Auer, S. | Conference Paper |
| 2020 | Establishing a Strong Baseline for Privacy Policy Classification
Mousavi Nejad, N.; Jabat, P.; Nedelchev, R.; Scerri, S.; Graux, D. | Conference Paper |
| 2020 | The European language technology landscape in 2020: Language-centric and human-centric AI for cross-cultural communication in multilingual Europe
Rehm, G.; Marheinecke, K.; Hegele, S.; Piperidis, S.; Bontcheva, K.; Haji, J.; Choukri, K.; Vasijevs, A.; Backfried, G.; Prinz, C.; Gomez-Perez, J.M.; Meertens, L.; Lukowicz, P.; Genabith, J. van; Lösch, A.; Slusallek, P.; Irgens, M.; Gatellier, P.; Köhler, J.; Bars, L. le; Anastasiou, D.; Auksorit, A.; Bel, N.; Branco, A.; Budin, G.; Daelemans, W.; Smedt, K. de; Garabik, R.; Gavriilidou, M.; Gromann, D.; Koeva, S.; Krek, S.; Krstev, C.; Linden, K.; Magnini, B.; Odijk, J.; Ogrodniczuk, M.; Rögnvaldsson, E.; Rosner, M.; Pedersen, B.S.; Skadia, I.; Tadi, M.; Tufi, D.; Varadi, T.; Vider, K.; Way, A.; Yvon, F. | Conference Paper |
| 2020 | Evaluating the Impact of Knowledge Graph Context on Entity Disambiguation Models
Mulang, I.O.; Singh, K.; Prabhu, C.; Nadgeri, A.; Hoffart, J.; Lehmann, J. | Conference Paper |
| 2020 | Exact local correlations in kicked chains
Gutkin, Boris; Braun, Petr; Akila, Maram; Waltner, Daniel; Guhr, Thomas | Journal Article |
| 2020 | Explorations in Quantum Neural Networks with Intermediate Measurements
Franken, Lukas; Georgiev, Bogdan | Conference Paper |
| 2020 | Fantastic Knowledge Graph Embeddings and how to Find the Right Space for Them
Nayyeri, M.; Xu, C.; Vahdati, S.; Vassilyeva, N.; Sallinger, E.; Yazdi, H.S.; Lehmann, J. | Conference Paper |
| 2020 | Fraunhofer IAIS at FinCausal 2020, Tasks 1 & 2: Using Ensemble Methods and Sequence Tagging to Detect Causality in Financial Documents
Pielka, Maren; Ladi, Anna; Chapman, Clayton; Brito, Eduardo; Ramamurthy, Rajkumar; Mayer, Paul; Wahab, Abdul; Sifa, Rafet; Bauckhage, Christian | Conference Paper |
| 2020 | Fraunhofer IAIS IoT Programming Language NEPO® in the Open Roberta® Lab
Leimbach, Thorsten; Tomala, Daria | Journal Article |
| 2020 | From Imbalanced Classification to Supervised Outlier Detection Problems: Adversarially Trained Auto Encoders
Lübbering, Max; Ramamurthy, Rajkumar; Gebauer, Michael; Bell, Thiago; Sifa, Rafet; Bauckhage, Christian | Conference Paper |
| 2020 | Fusing Multi-label Classification and Semantic Tagging
Kindermann, Jörg; Beckh, Katharina | Conference Paper |
| 2020 | Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
Nanni, Mirco; Andrienko, Gennady; Barabási, Albert-László et al. | Paper |
| 2020 | Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
Nanni, Mirco; Andrienko, Gennady L.; Barabási, Albert-László; Boldrini, Chiara; Bonchi, Francesco; Cattuto, Ciro; Chiaromonte, Francesca; Comandé, Giovanni; Conti, Marco; Coté, Mark; Dignum, Frank; Dignum, Virginia; Domingo-Ferrer, Josep; Ferragina, Paolo; Giannotti, Fosca; Guidotti, Riccardo; Helbing, Dirk; Kaski, Kimmo; Kertész, János; Lehmann, Sune; Lepri, Bruno; Lukowicz, Paul; Matwin, Stan; Megías, David; Monreale, Anna; Morik, Katharina; Oliver, Nuria; Passarella, Andrea; Passerini, Andrea; Pedreschi, Dino; Pentland, Alex; Pianesi, Fabio; Pratesi, Francesca; Rinzivillo, Salvatore; Ruggieri, Salvatore; Siebes, Arno; Torra, Vicenç; Trasarti, Roberto; Hoven, Jeroen van den; Vespignani, Alessandro | Journal Article |
| 2020 | Guide Me in Analysis: A Framework for Guidance Designers
Ceneda, D.; Andrienko, N.; Andrienko, G.; Gschwandtner, T.; Miksch, S.; Piccolotto, N.; Schreck, T.; Streit, M.; Suschnigg, J.; Tominski, C. | Journal Article |
| 2020 | Guided Reinforcement Learning via Sequence Learning
Ramamurthy, Rajkumar; Sifa, Rafet; Lübbering, Max; Bauckhage, Christian | Conference Paper |
| 2020 | Hopfield Networks for Vector Quantization
Bauckhage, Christian; Ramamurthy, Rajkumar; Sifa, Rafet | Conference Paper |
| 2020 | HOPS: Probabilistic Subtree Mining for Small and Large Graphs
Welke, P.; Seiffarth, F.; Kamp, M.; Wrobel, S. | Conference Paper |
| 2020 | Hybrid ensemble predictor as quality metric for German text summarization: Fraunhofer IAIS at GermEval 2020 task 3
Biesner, D.; Brito, E.; Hillebrand, L.P.; Sifa, R. | Conference Paper |
| 2020 | Improving a Branch-and-Bound Approach for the Degree-Constrained Minimum Spanning Tree Problem with LKH
Thiessen, M.; Quesada, L.; Brown, K.N. | Conference Paper |
| 2020 | Improving access to science for social good
Ali, M.; Vahdati, S.; Singh, S.; Dasgupta, S.; Lehmann, J. | Conference Paper |
| 2020 | Incorporating Knowledge Bases into SciBERT and BioBERT pre-trained language models
Kiwan, Abdullah; Giesselbach, Sven; Rüping, Stefan | Presentation |
| 2020 | Informed Machine Learning - A Taxonomy and Survey of Integrating Knowledge into Learning Systems
Rüden, Laura von; Mayer, Sebastian; Beckh, Katharina; Georgiev, Bogdan; Giesselbach, Sven; Heese, Raoul; Kirsch, Birgit; Pfrommer, Julius; Pick, Annika; Ramamurthy, Rajkumar; Walczak, Michal; Garcke, Jochen; Bauckhage, Christian; Schuecker, Jannis | Paper |
| 2020 | Innovative interventions for Parkinson's disease patients using iPrognosis games: An evaluation analysis by medical experts
Dias, S.; Ioakeimidis, I.; Dimitropoulos, K.; Grammatikopoulou, A.; Grammalidis, N.; Diniz, J.A.; Zilidou, V.; Savvidis, T.; Konstantinidis, E.; Bamidis, P.D.; Stadtschnitzer, Michael; Trivedi, D.; Klingelhoefer, L.; Bostantzopoulou, S.; Katsarou, Z.; Hadjidimitriou, S.; Charisis, V.; Hadjileontiadis, L.J. | Conference Paper |
| 2020 | Innovative Parkinson's Disease Patients' Motor Skills Assessment: The i-PROGNOSIS Paradigm
Dias, Sofia B.; Grammatikopoulou, Athina; Diniz, José A.; Dimitropoulos, Kosmas; Grammalidis, Nikos; Zilidou, Vicky; Savvidis, Theodore; Konstantinidis, Evdokimos; Bamidis, Panagiotis; Jaeger, Hagen; Stadtschnitzer, Michael; Silva, Hugo; Telo, Gonçalo; Ioakeimidis, Ioannis; Ntakakis, George; Karayiannis, Fotis; Huchet, Estelle; Hoermann, Vera; Filis, Konstantinos; Theodoropoulou, Elina; Lyberopoulos, George; Kyritsis, Konstantinos; Papadopoulos, Alexandros; Delopoulos, Anastasios; Trivedi, Dhaval; Chaudhuri, K. Ray; Klingelhoefer, Lisa; Reichmann, Heinz; Bostantzopoulou, Sevasti; Katsarou, Zoe; Iakovakis, Dimitrios; Hadjidimitriou, Stelios; Charisis, Vasileios; Apostolidis, George; Hadjileontiadis, Leontios J. | Journal Article |
| 2020 | Interactive Assigning of Conference Sessions with Visualization and Topic Modeling
Han, Y.; Wang, Z.; Chen, S.; Li, G.; Zhang, X.; Yuan, X. | Conference Paper |
| 2020 | The International Data Spaces Information Model - An Ontology for Sovereign Exchange of Digital Content
Bader, Sebastian; Pullmann, Jaroslav; Mader, Christian; Tramp, Sebastian; Quix, Christoph; Mueller, Andreas W.; Akyürek, Haydar; Boeckmann, Matthias; Imbusch, Benedikt T.; Lipp, Johannes; Geisler, Sandra; Lange, Christoph | Conference Paper |
| 2020 | Interpretable Topic Extraction and Word Embedding Learning Using Row-Stochastic DEDICOM
Hillebrand, L.; Biesner, D.; Bauckhage, C.; Sifa, R. | Conference Paper |
| 2020 | Introducing Machine Learning Using Robots - Design and Integration of Simple Neural Networks and the Q-learning Algorithm in the Robot Simulation Environment of Open Roberta Lab, Accompanied by the Development, Testing, and Evaluation of Complementary Teaching Materials
Olari, Viktoriya
: Eide, Øyvind | Master Thesis |
| 2020 | IOTA: Interlinking of heterogeneous multilingual open fiscal DaTA
Musyaffa, F.A.; Vidal, M.-E.; Orlandi, F.; Lehmann, J.; Jabeen, H. | Journal Article |
| 2020 | IQA: Interactive query construction in semantic question answering systems
Zafar, H.; Dubey, M.; Lehmann, J.; Demidova, E. | Journal Article |
| 2020 | A Knowledge Graph for Industry 4.0
Bader, Sebastian R.; Grangel-Gonzalez, Irlan; Nanjappa, Priyanka; Vidal, Maria-Esther; Maleshkova, Maria | Conference Paper |
| 2020 | Künstliche Intelligenz im Krankenhaus: Potenziale und Herausforderungen - Eine Fallstudie im Bereich der Notfallversorgung
Antweiler, Dario; Beckh, Katharina; Sander, Jil; Rüping, Stefan | Study |
| 2020 | Künstliche Intelligenz. Was steckt hinter der Technologie der Zukunft?
Paaß, Gerhard; Hecker, Dirk | Book |
| 2020 | LDA Ensembles for Interactive Exploration and Categorization of Behaviors
Chen, Siming; Andrienko, Natalia; Andrienko, Gennady; Adilova, Linara; Barlet, Jeremie; Kindermann, Jörg; Nguyen, Phong H.; Thonnard, Oliver; Turkay, Cagatay | Journal Article |
| 2020 | Learning a lightweight representation: First step towards automatic detection of multidimensional relationships between ideas
Khiat, A. | Conference Paper |
| 2020 | Let the Margin SlidE± for Knowledge Graph Embeddings via a Correntropy Objective Function
Nayyeri, M.; Zhou, X.; Vahdati, S.; Izanloo, R.; Yazdi, H.S.; Lehmann, J. | Conference Paper |
| 2020 | Leveraging Contextual Text Representations for Anonymizing German Financial Documents
Biesner, David; Ramamurthy, Rajkumar; Lübbering, Max; Fürst, Benedikt; Ismail, H.; Hillebrand, L.; Ladi, A.; Pielka, M.; Stenzel, R.; Khameneh, T.; Krapp, V.; Huseynov, I.; Schlums, J.; Stoll, U.; Warning, U.; Kliem, B.; Bauckhage, C.; Sifa, R. | Conference Paper |
| 2020 | LIMITS: Lightweight Machine Learning for IoT Systems with Resource Limitations
Sliwa, B.; Piatkowski, N.; Wietfeld, C. | Conference Paper |
| 2020 | Linking physicians to medical research results via knowledge graph embeddings and twitter
Sadeghi, A.; Lehmann, J. | Conference Paper |
| 2020 | Matching biodiversity and ecology ontologies: Challenges and evaluation results
Karam, Naouel; Khiat, Abderrahmane; Algergawy, Alsayed; Sattler, Melanie; Weiland, Claus; Schmidt, Marco | Journal Article |
| 2020 | Matrix- and Tensor Factorization for Game Content Recommendation
Sifa, Rafet; Yawar, Raheel; Ramamurthy, Rajkumar; Bauckhage, Christian; Kersting, Kristian | Journal Article |
| 2020 | Maximal Closed Set and Half-Space Separations in Finite Closure Systems
Seiffarth, Florian; Horváth, Támas; Wrobel, Stefan | Conference Paper |
| 2020 | Meta-hyperband: Hyperparameter Optimization with Meta-learning and Coarse-to-Fine
Payrosangari, S.; Sadeghi, A.; Graux, D.; Lehmann, J. | Conference Paper |
| 2020 | Method and device for determining deformation of an object
Baumann, Daniel; Möller, Ronja; Vonolfen, Wolfgang; Hecker, Dirk; Bauckhage, Christian | Patent |
| 2020 | MINDS: A Translator to Embed Mathematical Expressions Inside SPARQL Queries
Graux, D.; Sejdiu, G.; Stadler, C.; Napolitano, G.; Lehmann, J. | Conference Paper |
| 2020 | Mining Frequent Itemsets from Transactional Data Streams with Probabilistic Error Bounds
Trabold, Daniel
: Wrobel, Stefan; Bauckhage, Christian | Dissertation |
| 2020 | Motion Analysis on Depth Camera Data to Quantify Parkinson's Disease Patients' Motor Status within the Framework of I-Prognosis Personalized Game Suite
Dias, Sofia B.; Grammatikopoulou, Athina; Grammalidis, Nikos; Diniz, José A.; Savvidis, Theodore; Konstantinidis, Evdokimos; Bamidis, Panagiotis; Stadtschnitzer, Michael; Trivedi, Dhaval; Klingelhoefer, Lisa; Katsarou, Zoe; Bostantzopoulou, Sevasti; Dimitropoulos, Kosmas; Hadjileontiadis, Leontios J. | Conference Paper |
| 2020 | Multi-Staged Cross-Lingual Acoustic Model Adaption for Robust Speech Recognition in Real-World Applications - A Case Study on German Oral History Interviews
Gref, Michael; Walter, Oliver; Schmidt, Christoph Andreas; Behnke, Sven; Köhler, Joachim | Conference Paper |
| 2020 | NAT: Noise-Aware Training for Robust Neural Sequence Labeling
Namysl, Marcin; Behnke, Sven; Köhler, Joachim | Conference Paper |
| 2020 | A neural-based model to predict the future natural gas market price through open-domain event extraction
Chau, M.T.; Esteves, D.; Lehmann, J. | Conference Paper |
| 2020 | No Cloud on the Horizon: Probabilistic Gap Filling in Satellite Image Series
Fischer, Raphael; Piatkowski, Nico; Pelletier, Charlotte; Webb, Geoffrey I.; Petitjean, François; Morik, Katharina | Conference Paper |
| 2020 | No one is perfect: Analysing the performance of question answering components over the DBpedia knowledge graph
Singh, K.; Lytra, I.; Radhakrishna, A.S.; Shekarpour, S.; Vidal, M.-E.; Lehmann, J. | Journal Article |
| 2020 | Novelty Discovery with Kernel Minimum Enclosing Balls
Sifa, Rafet; Bauckhage, Christian | Conference Paper |
| 2020 | Novelty-Guided Reinforcement Learning via Encoded Behaviors
Ramamurthy, R.; Sifa, R.; Lübbering, M.; Bauckhage, C. | Conference Paper |
| 2020 | An OER Recommender System Supporting Accessibility Requirements
Elias, M.; Tavakoli, M.; Lohmann, S.; Kismihok, G.; Auer, S. | Conference Paper |
| 2020 | On Learning a Control System without Continuous Feedback
Angelov, Georgi; Georgiev, Bogdan | Conference Paper |
| 2020 | Ontology Design for Pharmaceutical Research Outcomes
Say, Z.; Fathalla, S.; Vahdati, S.; Lehmann, J.; Auer, S. | Conference Paper |
| 2020 | Optimal Probabilistic Classification in Active Class Selection
Bunse, Mirco; Weichert, Dorina; Kister, Alexander; Morik, Katharina | Conference Paper |
| 2020 | Orthogonal Compaction: Turn-Regularity, Complete Extensions, and their Common Concept
Esser, Alexander M. | Conference Paper |
| 2020 | Patterns and Outliers in Temporal Point Processes
Ojeda, César; Cvejoski, Kostadin; Sifa, Rafet; Schücker, Jannis; Bauckhage, Christian | Conference Paper |
| 2020 | PNEL: Pointer Network Based End-To-End Entity Linking over Knowledge Graphs
Banerjee, Debayan; Chaudhuri, Debanjan; Dubey, Mohnish; Lehmann, Jens | Conference Paper |
| 2020 | Polyhedral Billiards, Eigenfunction Concentration and Almost Periodic Control
Cekic, M.; Georgiev, B.; Mukherjee, M. | Journal Article |
| 2020 | Problem Solving with Hopfield Networks and Adiabatic Quantum Computing
Bauckhage, C.; Sanchez, R.; Sifa, R. | Conference Paper |
| 2020 | Qualität, Konformitätsbewertung und Zertifizierung
Poretschkin, Maximilian; Loevenich, Daniel et al. | Book Article |
| 2020 | Quality evaluation of open educational resources
Elias, M.; Oelen, A.; Tavakoli, M.; Kismihok, G.; Auer, S. | Conference Paper |
| 2020 | Quality prediction of open educational resources a metadata-based approach
Tavakoli, M.; Elias, M.; Kismihok, G.; Auer, S. | Conference Paper |
| 2020 | Quantum Machine Learning. Eine Analyse zu Kompetenz, Forschung und Anwendung
Bauckhage, Christian; Brito, Eduardo; Daase, Inga; Franken, Lukas; Georgiev, Bogdan; Hecker, Dirk; Paschke, Adrian; Piatkowski, Nico; Soddemann, Thomas; Trabold, Daniel | Study |
| 2020 | R-Map: A Map metaphor for visualizing information reposting process in social media
Chen, S.; Li, S.; Chen, S.; Yuan, X. | Journal Article |
| 2020 | Recurrent Point Review Models
Cvejoski, K.; Sanchez, R.J.; Georgiev, B.; Bauckhage, C.; Ojeda, C. | Conference Paper |
| 2020 | Replication and Refinement of an Algorithm for Automated Drusen Segmentation on Optical Coherence Tomography
Wintergerst, M.W.M.; Gorgi Zadeh, S.; Wiens, V.; Thiele, S.; Schmitz-Valckenberg, S.; Holz, F.G.; Finger, R.P.; Schultz, T. | Journal Article |
| 2020 | Resource-Constrained On-Device Learning by Dynamic Averaging
Heppe, Lukas; Kamp, Michael; Adilova, Linara; Heinrich, Danny; Piatkowski, Nico; Morik, Katharina | Conference Paper |
| 2020 | Results of the ontology alignment evaluation initiative 2020
Nikooie Pour, Mina Abd; Algergawy, Alsayed; Amini, Reihaneh; Faria, Daniel; Fundulaki, Irini; Harrow, Ian; Hertling, Sven; Jiménez-Ruiz, Ernesto; Jonquet, Clement; Karam, Naouel; Khiat, Abderrahmane; Laadhar, Amir; Lambrix, Patrick; Li, Huanyu; Li, Ying; Hitzler, Pascal; Paulheim, Heiko; Pesquita, Catia; Saveta, Tzanina; Shvaiko, Pavel; Splendiani, Andrea; Thiéblin, Elodie; Trojahn, Cássia; Vataščinová, Jana; Yaman, Beyza; Zamazal, Ondrej; Zhou, Lu | Conference Paper |
| 2020 | Retention Prediction in Sandbox Games with Bipartite Tensor Factorization
Sifa, Rafet; Fedell, Michael; Franklin, N.; Klabjan, D.; Ram, S.; Venugopal, A.; Demediuk, S.; Drachen, Anders | Conference Paper |
| 2020 | Revisiting Neuron Coverage and its Application to Test Generation
Abrecht, Stephanie; Akila, Maram; Gannamaneni, Sujan Sai; Groh, Konrad; Heinzemann, Christian; Houben, Sebastian; Woehrle, Matthias | Conference Paper |
| 2020 | Schema-agnostic SPARQL-driven faceted search benchmark generation
Stadler, C.; Bin, S.; Wenige, L.; Bühmann, L.; Lehmann, J. | Journal Article |
| 2020 | SCODIS: Job advert-derived time series for high-demand skillset discovery and prediction
Sibarani, E.M.; Scerri, S. | Conference Paper |
| 2020 | SDM-RDFizer: An RML Interpreter for the Efficient Creation of RDF Knowledge Graphs
Iglesias, E.; Jozashoori, S.; Chaves-Fraga, D.; Collarana, D.; Vidal, M.-E. | Conference Paper |
| 2020 | Semantic Data Integration for the SMT Manufacturing Process Using SANSA Stack
Mami, M.N.; Grangel-Gonzalez, I.; Graux, D.; Elezi, E.; Lösch, F. | Conference Paper |
| 2020 | Semantic Representation of Physics Research Data
Say, Aysegul; Fathalla, Said; Vahdati, Sahar; Lehmann, Jens; Auer, Sören | Conference Paper |
| 2020 | Semantics-Space-Time Cube: A Conceptual Framework for Systematic Analysis of Texts in Space and Time
Li, Jie; Chen, Siming; Chen, Wei; Andrienko, Gennady; Andrienko, Natalia | Journal Article |
| 2020 | Shells within Minimum Enclosing Balls
Bauckhage, Christian; Bortz, Michael; Sifa, Rafet | Conference Paper |
| 2020 | Smart Services in the Physical World: Digital Twins
Stojanovic, Ljiljana; Bader, Sebastian R. | Book Article |
| 2020 | SOLIOT - Decentralized data control and interactions for IoT
Bader, Sebastian R.; Maleshkova, Maria | Journal Article |
| 2020 | Spatio-temporal visual analytics: a vision for 2020s
Andrienko, Natalia; Andrienko, Gennady | Journal Article |
| 2020 | Supporting Story Synthesis: Bridging the Gap between Visual Analytics and Storytelling
Chen, S.; Li, J.; Andrienko, G.; Andrienko, N.; Wang, Y.; Nguyen, P.H.; Turkay, C. | Journal Article |
| 2020 | Supporting the management of humanitarian operations concerning migration movements with remote sensing
Wickert, L.; Bogen, M.; Richter, M. | Conference Paper |
| 2020 | Systematic Comparison of the Influence of Different Data Preprocessing Methods on the Performance of Gait Classifications Using Machine Learning
Burdack, J.; Horst, F.; Giesselbach, S.; Hassan, I.; Daffner, S.; Schöllhorn, W.I. | Journal Article |
| 2020 | Temporal Graph Analysis for Outbreak Pattern Detection in COVID-19 Contact Tracing Networks
Antweiler, Dario; Welke, Pascal | Presentation |
| 2020 | Temporal Knowledge Graph Completion Based on Time Series Gaussian Embedding
Xu, Chenjin; Nayyeri, Mojtaba; Alkhoury, Fouad; Yazdi, Hamed; Lehmann, Jens | Conference Paper |
| 2020 | Towards an empirical and theoretical evaluation of gradient based approaches for finding kernel minimum enclosing balls
Kondratiuk, H.; Sifa, R. | Conference Paper |
| 2020 | Towards an Interoperable Ecosystem of AI and LT Platforms: A Roadmap for the Implementation of Different Levels of Interoperability
Rehm, Georg; Galanis, Dimitrios; Labropoulou, Penny; Piperidis, Stelios; Welß, Martin; Usbeck, Ricardo; Köhler, Joachim; Deligiannis, Miltos; Gkirtzou, Katerina; Fischer, Johannes; Chiarcos, Christian; Feldhus, Nils; Moreno-Schneider, Julián; Kintzel, Florian; Montiel, Elena; Doncel, Víctor Rodríguez; McCrae, John P.; Laqua, David; Theile, Irina Patricia; Dittmar, Christian; Bontcheva, Kalina; Roberts, Ian; Vasiljevs, Andrejs; Lagzdiņš, Andis | Conference Paper |
| 2020 | Towards an Ontology Representing Characteristics of Inflammatory Bowel Disease
Khiat, A.; Elias, M.; Foldenauer, A.C.; Koehm, M.; Blumenstein, I.; Napolitano, G. | Conference Paper |
| 2020 | Towards Complex Question Answering over Knowledge Graphs
Dubey, Mohnish | Dissertation |
| 2020 | Towards integrated data control for digital twins in industry 4.0
Bader, S.R.; Maleshkova, M. | Conference Paper |
| 2020 | Towards Map-Based Validation of Semantic Segmentation Masks
Rüden, Laura von; Wirtz, Tim; Hueger, Fabian; Schneider, Jan David; Bauckhage, Christian | Presentation |
| 2020 | Towards the creation of a threat intelligence framework for maritime infrastructures
Pitropakis, N.; Logothetis, M.; Andrienko, G.; Stefanatos, J.; Karapistoli, E.; Lambrinoudakis, C. | Conference Paper |
| 2020 | Training multimodal systems for classification with multiple objectives
Armitage, J.; Thakur, S.; Tripathi, R.; Lehmann, J.; Maleshkova, M. | Conference Paper |
| 2020 | Treating dialogue quality evaluation as an anomaly detection problem
Nedelchev, R.; Lehmann, J.; Usbeck, R. | Conference Paper |
| 2020 | Unveiling Relations in the Industry 4.0 Standards Landscape Based on Knowledge Graph Embeddings
Rivas, Ariam; Grangel-González, Irlán; Collarana, Diego; Lehmann, Jens; Vidal, Maria-Esther | Conference Paper |
| 2020 | Using Automatic Speech Recognition in Spoken Corpus Curation
Gorisch, Jan; Gref, Michael; Schmidt, Thomas | Conference Paper |
| 2020 | Using Probabilistic Soft Logic to Improve Information Extraction in the Legal Domain
Kirsch, Birgit; Giesselbach, Sven; Schmude, Timothée; Völkening, Malte; Rostalski, Frauke; Rüping, Stefan | Conference Paper |
| 2020 | VASABI: Hierarchical User Profiles for Interactive Visual User Behaviour Analytics
Nguyen, P.H.; Henkin, R.; Chen, S.; Andrienko, N.; Andrienko, G.; Thonnard, O.; Turkay, C. | Journal Article |
| 2020 | Verbalizing the evolution of knowledge graphs with formal concept analysis
Riveros, M.A.; Tasnim, M.; Graux, D.; Orlandi, F.; Collarana, D. | Conference Paper |
| 2020 | Visual Analysis of Place Connectedness by Public Transport
Andrienko, Natalia; Andrienko, Gennady; Patterson, Fabian; Stange, Hendrik | Journal Article |
| 2020 | Visual Analytics for Data Scientists
Andrienko, Natalia; Andrienko, Gennady; Fuchs, Georg; Slingsby, Aidan; Turkay, Cagatay; Wrobel, Stefan | Book |
| 2020 | Visual Analytics in the Aviation and Maritime Domains
Andrienko, Gennady L.; Andrienko, Natalia V.; Fuchs, Georg; Rüping, Stefan; Cordero Garcia, Jose Manuel; Scarlatti, David; Vouros, George A.; Herranz, Ricardo; Marcos, Rodrigo | Book Article |
| 2020 | VoColReg: A registry for supporting distributed ontology development using version control systems
Khiat, A.; Halilaj, L.; Hemid, A.; Lohmann, S. | Conference Paper |
| 2020 | VQuAnDa: Verbalization QUestion ANswering DAtaset
Kacupaj, E.; Zafar, H.; Lehmann, J.; Maleshkova, M. | Conference Paper |
| 2020 | Zertifizierung von KI-Systemen
Heesen, Jessica; Müller-Quade, Jörn; Wrobel, Stefan; Poretschkin, Maximilian | Study |
| 2020 | Zertifizierung von KI-Systemen. Kompass für die Entwicklung und Anwendung vertrauenswürdiger KI-Systeme
Heesen, Jessica; Müller-Quade, Jörn; Wrobel, Stefan; Poretschkin, Maximilian | Report |
| 2020 | Zukunftssichere Lösungen für maschinelles Lernen
Beck, Niklas; Martens, Claudio; Sylla, Karl-Heinz; Wegener, Dennis; Zimmermann, Alexander | Report |
| 2019 | Analysis of flight variability: A systematic approach
Andrienko, N.; Andrienko, G.; Garcia, J.M.C.; Scarlatti, D. | Journal Article |
| 2019 | Applications of trajectory data from the perspective of a road transportation agency: Literature review and Maryland case study
Markovic, N.; Sekula, P.; Vander Laan, Z.; Andrienko, G.; Andrienko, N. | Journal Article |
| 2019 | Approaching Neural Network Uncertainty Realism
Sicking, Joachim; Kister, Alexander; Fahrland, Matthias; Eickeler, Stefan; Hüger, Fabian; Rüping, Stefan; Schlicht, Peter; Wirtz, Tim | Presentation |
| 2019 | Artificial intelligence meets is researchers: Can it replace us?
Loebbecke, C.; Sawy, O. el; Kankanhalli, A.; Lynne Markus, M.; Te'Eni, D.; Wrobel, S. | Conference Paper |
| 2019 | Audio Mining. Advanced Speech Analytics for Oral History
Leh, Almut; Gref, Michael; Köhler, Joachim | Journal Article |
| 2019 | Automatic Sentence Generation Using Generative Adversarial Neural Networks
Ovchinnikova, Evgeniya
: Plöger, Paul; Kraetzschmar, Gerhard | Master Thesis |
| 2019 | Beyond the individual: Understanding social structures of an online player matchmaking website
Wallner, G.; Schinnerl, C.; Schiller, M.H.; Monte Calvo, A.; Pirker, J.; Sifa, R.; Drachen, A. | Journal Article |
| 2019 | Big Data in Gesundheitswesen und Medizin
Rüping, Stefan; Sander, Jil | Book Article |
| 2019 | Big Data, IOT und Machine Learning - Neue Perspektiven für Lastdaten und Schadensvorhersagen
Tiesler, H.; Messmer, M.; Paul, N.; Sicking, J. | Conference Paper |
| 2019 | BioKEEN: a library for learning and evaluating biological knowledge graph embeddings
Ali, M.; Hoyt, C.T.; Domingo-Fernandez, D.; Lehmann, J.; Jabeen, H. | Journal Article |
| 2019 | Clustering Pipelines of Large RDF POI Data
Dadwal, R.; Graux, D.; Sejdiu, G.; Jabeen, H.; Lehmann, J. | Conference Paper |
| 2019 | Co-operating with Municipal Partners on Indicator Identification and Data Acquisition
Ullrich, Oliver; Bogen, Manfred; Lückerath, Daniel; Rome, Erich | Journal Article |
| 2019 | Cognitive Systems and Robotics
Bauckhage, Christian; Bauernhansl, Thomas; Beyerer, Jürgen; Garcke, Jochen | Book Article |
| 2019 | COMET: A Contextualized Molecule-Based Matching Technique
Tasnim, Mayesha; Collarana, Diego; Graux, Damien; Galkin, Mikhail; Vidal, Maria-Esther | Conference Paper |
| 2019 | Complex query augmentation for question answering over knowledge graphs
Abdelkawi, A.; Zafar, H.; Maleshkova, M.; Lehmann, J. | Conference Paper |
| 2019 | Computing Character-level Word Embeddings from a Neural Language Model capturing Lexical Relationships
Natious, Livin | Master Thesis |
| 2019 | A conceptual framework for studying collective reactions to events in location-based social media
Dunkel, A.; Andrienko, G.; Andrienko, N.; Burghardt, D.; Hauthal, E.; Purves, R. | Journal Article |
| 2019 | COPE: Interactive exploration of co-occurrence patterns in spatial time series
Li, J.; Chen, S.; Zhang, K.; Andrienko, G.; Andrienko, N. | Journal Article |
| 2019 | Data Farming Services: Micro-Services for Facilitating Data Farming in Nato
Huber, Daniel; Horne, Gary; Kallfass, Daniel; Hodicky, Jan; Reus, Nico de | Conference Paper |
| 2019 | Data science in healthcare. Benefits, challenges and opportunities
Abedjan, Z.; Boujemaa, N.; Campbell, S.; Casla, P.; Chatterjea, S.; Consoli, S.; Costa-Soria, C.; Czech, P.; Despenic, M.; Garattini, C.; Hamelinck, D.; Heinrich, A.; Kraaij, W.; Kustra, J.; Lojo, A.; Sanchez, M.M.; Mayer, M.A.; Melideo, M.; Menasalvas, E.; Aarestrup, F.M.; Artigot, E.N.; Petković, M.; Recupero, D.R.; Gonzalez, A.R.; Kerremans, G.R.; Roller, R.; Romao, M.; Ruping, S.; Sasaki, F.; Spek, W.; Stojanovic, N.; Thoms, J.; Vasiljevs, A.; Verachtert, W.; Wuyts, R. | Book Article |
| 2019 | The datAcron Ontology for the Specification of Semantic Trajectories. Specification of Semantic Trajectories for Data Transformations Supporting Visual Analytics
Vouros, George A.; Santipantakis, Georgios M.; Doulkeridis, Christos; Vlachou, Akrivi; Andrienko, Gennady; Andrienko, Natalia; Fuchs, Georg; Cordero Garcia, Jose Manuel; Garcia Martinez, Miguel | Journal Article |
| 2019 | DBpedia FlexiFusion the Best of Wikipedia > Wikidata > Your Data
Frey, J.; Hofer, M.; Obraczka, D.; Lehmann, J.; Hellmann, S. | Conference Paper |
| 2019 | Deep query ranking for question answering over knowledge bases
Zafar, H.; Napolitano, G.; Lehmann, J. | Conference Paper |
| 2019 | Demonstration of a customizable representation model for graph-based visualizations of ontologies - GIzMO
Wiens, V.; Galkin, M.; Lohmann, S.; Auer, S. | Conference Paper |
| 2019 | Dwelling Detection on VHR satellite imagery of Refugee/ IDP Camps using Faster R-CNN
Wickert, Lorenz
: Fuhrmann, Arnulph; Bogen, Manfred | Bachelor Thesis |
| 2019 | Echo State Networks for Named Entity Recognition
Ramamurthy, Rajkumar; Stenzel, Robin; Sifa, Rafet; Ladi, Anna; Bauckhage, Christian | Conference Paper |
| 2019 | Effcient Decentralized Deep Learning by Dynamic Model Averaging
Kamp, Michael; Adilova, Linara; Sicking, Joachim; Hüger, Fabian; Schlicht, Peter; Wirtz, Tim; Wrobel, Stefan | Conference Paper |
| 2019 | Efficient, lexicon-free OCR using deep learning
Namysl, M.; Konya, I. | Conference Paper |
| 2019 | Equivalence of Turn-Regularity and Complete Extensions
Esser, Alexander | Conference Paper |
| 2019 | Evaluation of metadata representations in RDF stores
Frey, J.; Müller, K.; Hellmann, S.; Rahm, E.; Vidal, M.-E. | Journal Article |
| 2019 | Evaluation von Ansätzen zur skalierten Ausführung von workflowbasierten Anwendungen am Beispiel einer Audio-Mining Anwendung
Luhmer, David | Master Thesis |
| 2019 | EVENTSKG: A 5-Star Dataset of Top-ranked Events in Eight Computer Science Communities
Fathalla, Said; Lange, Christoph; Auer, Soeren | Conference Paper |
| 2019 | EvoChef: Show me what to cook! Artificial evolution of culinary arts
Jabeen, H.; Tahara, N.; Lehmann, J. | Conference Paper |
| 2019 | Fracking and metaphor: Analysing newspaper discourse in the USA, Australia and the United Kingdom
Cotton, M.; Barkemeyer, R.; Renzi, B.G.; Napolitano, G. | Journal Article |
| 2019 | Fraunhofer Big Data and Artificial Intelligence Alliance
Wrobel, Stefan; Hecker, Dirk | Book Article |
| 2019 | From Monolingual to Multilingual Ontologies: The Role of Cross-Lingual Ontology Enrichment
Ibrahim, S.; Fathalla, S.; Shariat Yazdi, H.; Lehmann, J.; Jabeen, H. | Conference Paper |
| 2019 | Generalization of SELU to CNN
Ha, Bach
: Plöger, Paul G.; Kraetzschmar, Gerhard K.; Zimmermann, Florian | Master Thesis |
| 2019 | Generating an Evolving Skills Network from Job Adverts for High-Demand Skillset Discovery
Sibarani, E.M.; Scerri, S. | Conference Paper |
| 2019 | GizMO - A customizable representation model for graph-based visualizations of ontologies
Wiens, V.; Lohmann, S.; Auer, S. | Conference Paper |
| 2019 | Histogram-Based Nonlinear Transfer Function Edit and Fusion
Gao, M.; Xiang, Y.; Wang, L.; Liu, R.; Fang, S.; Chen, S.; Jia, J.; Ji, G.; Zhao, B. | Conference Paper |
| 2019 | How to feed the Squerall with RDF and other data nuts?
Mami, Mohamed Nadjib; Graux, Damien; Scerri, Simon; Jabeen, Hajira; Auer, Soeren; Lehmann, Jens | Conference Paper |
| 2019 | The hubs and authorities transaction network analysis using the SANSA framework
Sui, D.; Sejdiu, G.; Graux, D.; Lehmann, J. | Conference Paper |
| 2019 | A Human-friendly Query Generation Frontend for a Scientific Events Knowledge Graph
Fathalla, Said; Lange, Christoph; Auer, Soeren | Conference Paper |
| 2019 | A Hybrid AI Tool to Extract Key Performance Indicators from Financial Reports for Benchmarking
Brito, Eduardo; Sifa, Rafet; Bauckhage, Christian; Loitz, Rüdiger; Lohmeier, Uwe; Pünt, Christin | Conference Paper |
| 2019 | Imposing Category Trees Onto Word-Embeddings Using a Geometric Construction
Dong, Tiansi; Bauckhage, Christian; Jin, Hailong; Li, J.; Cremers, O.; Speicher, D.; Cremers, A.B.; Zimmermann, J. | Conference Paper |
| 2019 | Improving Word Embeddings Using Kernel PCA
Gupta, Vishwani; Giesselbach, Sven; Rüping, Stefan; Bauckhage, Christian | Conference Paper |
| 2019 | Incorporating Joint Embeddings into Goal-Oriented Dialogues with Multi-task Learning
Kassawat, Firas; Chaudhuri, Debanjan; Lehmann, Jens | Conference Paper |
| 2019 | Informed Machine Learning for Industry
Bauckhage, Christian; Schulz, Daniel; Hecker, Dirk | Journal Article |
| 2019 | Inside the Group: Investigating Social Structures in Player Groups and their Influence on Activity
Schiller, Michael H.; Wallner, Günter; Schinnerl, Christopher; Monte Calvo, Alexander; Pirker, Johanna; Sifa, Rafet; Drachen, Anders | Journal Article |
| 2019 | Interaction Network Analysis Using Semantic Similarity Based on Translation Embeddings
Bajwa, Awais Manzoor; Collarana, Diego; Vidal, Maria-Esther | Conference Paper |
| 2019 | International Data Spaces. Reference architecture for the digitization of industries
Otto, Boris; Ten Hompel, Michael; Wrobel, Stefan | Book Article |
| 2019 | Introducing noise in decentralized training of neural networks
Adilova, L.; Paul, N.; Schlicht, P. | Conference Paper |
| 2019 | IVAVIA: Impact and Vulnerability Analysis of Vital Infrastructures and Built-Up Areas
Rome, E.; Ullrich, O.; Lückerath, D.; Worst, R.; Xie, J.; Bogen, M. | Conference Paper |
| 2019 | Joint Selection of Central and Extremal Prototypes Based on Kernel Minimum Enclosing Balls
Bauckhage, Christian; Sifa, Rafet | Conference Paper |
| 2019 | The KEEN Universe. An Ecosystem for Knowledge Graph Embeddings with a Focus on Reproducibility and Transferability
Ali, M.; Jabeen, H.; Hoyt, C.T.; Lehmann, J. | Conference Paper |
| 2019 | Künstliche Intelligenz
Bauckhage, Christian | Book Article |
| 2019 | LC-QuAD 2.0: A Large Dataset for Complex Question Answering over Wikidata and DBpedia
Dubey, M.; Banerjee, D.; Abdelkawi, A.; Lehmann, J. | Conference Paper |
| 2019 | Learning to Rank Query Graphs for Complex Question Answering over Knowledge Graphs
Maheshwari, G.; Trivedi, P.; Lukovnikov, D.; Chakraborty, N.; Fischer, A.; Lehmann, J. | Conference Paper |
| 2019 | Leveraging Domain Knowledge for Reinforcement Learning using MMC Architectures
Ramamurthy, Rajkumar; Bauckhage, Christian; Sifa, Rafet; Schücker, Jannis; Wrobel, Stefan | Conference Paper |
| 2019 | Max-Sum Dispersion via Quantum Annealing
Bauckhage, Christian; Sifa, Rafet; Hecker, Dirk; Wrobel, Stefan | Conference Paper |
| 2019 | Microbenchmarks for question answering systems using QAldGeN
Mehmood, Q.; Nadgeri, A.; Saleem, M.; Singh, K.; Ngomo, A.-C.N.; Lehmann, J. | Conference Paper |
| 2019 | Mining Tree Patterns with Partially Injective Homomorphisms
Schulz, Till Hendrik; Horvath, Tamas; Welke, Pascal; Wrobel, Stefan | Conference Paper |
| 2019 | Natural language processing: Speaker, language, and gender identification with LSTM
Nammous, M.K.; Saeed, K. | Conference Paper |
| 2019 | A New Perspective on the Study of Literature (Songci): Text Correlation and Spatio-Temporal Visual Analytics
Zhang, W.; Tan, S.; Liu, K.; Shi, L.; Chen, S.; Chen, W. | Journal Article |
| 2019 | Noise Reduction in Distant Supervision for Relation Extraction Using Probabilistic Soft Logic
Kirsch, Birgit; Niyazova, Zamira; Mock, Michael; Rüping, Stefan | Conference Paper |
| 2019 | Noise Reduction in Distant Supervision using Probabilistic Soft Logic
Niyazova, Zamira
: Mock, Michael; Wrobel, Stefan | Master Thesis |
| 2019 | OECM: A Cross-Lingual Approach for Ontology Enrichment
Ibrahim, S.; Fathalla, S.; Yazdi, H.S.; Lehmann, J.; Jabeen, H. | Conference Paper |
| 2019 | Offline question answering over linked data using limited resources
Kaur, P.; Blücher, V.; Jalota, R.; Moussallem, D.; Ngomo, A.-C.N.; Usbeck, R. | Conference Paper |
| 2019 | Opening and Reusing Transparent Peer Reviews with Automatic Article Annotation
Sadeghi, Afshin; Capadisli, Sarven; Wilm, Johannes; Lange, Christoph; May, Philipp | Journal Article |
| 2019 | Pay for performance in electronic data capture for clinical trials and medical registries
Rahimbayli, S.; Lehmann, J.; Deserno, T.M. | Conference Paper |
| 2019 | Pediatric ALL relapses after allo-SCT show high individuality, clonal dynamics, selective pressure, and druggable targets
Hoell, J.I.; Ginzel, S.; Kuhlen, M.; Kloetgen, A.; Gombert, M.; Fischer, U.; Hein, D.; Demir, S.; Stanulla, M.; Schrappe, M.; Stadt, U. zur; Bader, P.; Babor, F.; Schuster, F.; Strahm, B.; Alten, J.; Moericke, A.; Escherich, G.; Stackelberg, A. von; Thiele, R.; McHardy, A.C.; Peters, C.; Bornhauser, B.; Bourquin, J.-P.; Krause, S.; Enczmann, J.; Meyer, L.H.; Eckert, C.; Borkhardt, A.; Meisel, R. | Journal Article |
| 2019 | Predicting Missing Links Using PyKEEN
Ali, Mehdi; Hoyt, Charles Tapley; Domingo-Fernandez, Daniel; Lehmann, Jens | Conference Paper |
| 2019 | Pretrained Transformers for Simple Question Answering over Knowledge Graphs
Lukovnikov, Denis; Fischer, Asja; Lehmann, Jens | Conference Paper |
| 2019 | Probabilistic and exact frequent subtree mining in graphs beyond forests
Welke, Pascal; Horvath, Tamas; Wrobel, Stefan | Journal Article |
| 2019 | Proceedings of the posters and demo track of the 15th international conference on semantic systems
Alam, M.; Usbeck, R.; Pellegrini, T.; Sack, H.; Sure-Vetter, Y. | Conference Paper |
| 2019 | Prototypes within Minimum Enclosing Balls
Bauckhage, Christian; Sifa, Rafet; Dong, Tiansi | Conference Paper |
| 2019 | QaldGen: Towards Microbenchmarking of Question Answering Systems over Knowledge Graphs
Singh, K.; Saleem, M.; Nadgeri, A.; Conrads, F.; Pan, J.Z.; Ngonga Ngomo, A.-C.; Lehmann, J. | Conference Paper |
| 2019 | A QUBO Formulation of the k-Medoids Problem
Bauckhage, Christian; Piatkowski, Nico; Sifa, Rafet; Hecker, Dirk; Wrobel, Stefan | Conference Paper |
| 2019 | Querying Data Lakes using Spark and Presto
Mami, M.N.; Graux, D.; Scerri, S.; Jabeen, H.; Auer, S. | Conference Paper |
| 2019 | Querying large-scale RDF datasets using the SANSA framework
Stadler, C.; Sejdiu, G.; Graux, D.; Lehmann, J. | Conference Paper |
| 2019 | RatVec: A General Approach for Low-dimensional Distributed Vector Representations via Rational Kernels
Brito, Eduardo; Georgiev, Bogdan; Domingo-Fernández, Daniel; Hoyt, Charles Tapley; Bauckhage, Christian | Conference Paper |
| 2019 | RDF Doctor: A Holistic Approach for Syntax Error Detection and Correction of RDF Data
Hemid, Ahmad; Halilaj, Lavdim; Khiat, Abderrahmane; Lohmann, Steffen | Conference Paper |
| 2019 | Recurrent Adversarial Service Times
Ojeda, César; Cvejosky, Kostadin; Sánchez, Ramsés J.; Schücker, Jannis; Georgiev, Bogdan; Bauckhage, Christian | Paper |
| 2019 | Reference Architecture Model. Version 3.0
Otto, Boris; Steinbuss, Sebastian; Teuscher, Andreas; Lohmann, Steffen; Bader, Sebastian; Birnstil, P.; Böhmer, M.; Brost, G.; Cirullies, J.; Eitel, A.; Ernst, T.; Geisler, S.; Gelhaar, J.; Gude, R.; Haas, C.; Huber, M.; Jung, C.; Jürjens, J.; Lange, C.; Lis, D.; Mader, C.; Menz, N.; Nagel, R.; Patzer, F.; Pettenpohl, H.; Pullmann, J.; Quix, C.; Schulz, D.; Schütte, J. et al. | Report |
| 2019 | A review of machine learning for the optimization of production processes
Weichert, D.; Link, Patrick; Stoll, Anke; Rüping, S.; Ihlenfeldt, Steffen; Wrobel, S. | Journal Article |
| 2019 | Risk-based analysis of the vulnerability of urban infrastructure to the consequences of climate change
Rome, E.; Bogen, M.; Lückerath, D.; Ullrich, O.; Worst, R.; Streberová, E.; Dumonteil, M.; Mendizabal, M.; Abajo, B.; Feliu, E.; Bosch, P.; Connelly, A.; Carter, J. | Book Article |
| 2019 | Roberta-Grundlagenband. 3., überarb. Aufl.
| Book |
| 2019 | Das Roberta-Konzept - hands-on, spannend, praxisnah
Leimbach, Thorsten; Tomala, Daria; Zay, Elena | Book Article |
| 2019 | Scalable Distributed Genetic Algorithm Using Apache Spark (S-GA)
Maqbool, F.; Razzaq, S.; Lehmann, J.; Jabeen, H. | Conference Paper |
| 2019 | A Scalable Framework for Quality Assessment of RDF Datasets
Sejdiu, G.; Rula, A.; Lehmann, J.; Jabeen, H. | Conference Paper |
| 2019 | The Scientific Events Ontology of The OpenResearch.org Curation Platform
Fathalla, S.; Vahdati, S.; Auer, S.; Lange, C. | Conference Paper |
| 2019 | SemanGit: A Linked Dataset from git
Kubitza, Dennis Oliver; Boeckmann, Matthias; Graux, Damien | Conference Paper |
| 2019 | The Semantic Asset Administration Shell
Bader, S.R.; Maleshkova, M. | Conference Paper |
| 2019 | Semantic Representation of Scientific Publications
Vahdati, S.; Fathalla, S.; Auer, S.; Lange, C.; Vidal, M.-E. | Conference Paper |
| 2019 | SerVCS: Serialization agnostic ontology development in distributed settings
Halilaj, L.; Grangel-Gonzalez, I.; Vidal, M.-E.; Lohmann, S.; Auer, S. | Conference Paper |
| 2019 | SimpleLSTM: A Deep-Learning Approach to Simple-Claims Classification
Chawla, P.; Esteves, D.; Pujar, K.; Lehmann, J. | Conference Paper |
| 2019 | SML-Bench: A benchmarking framework for structured machine learning
Westphal, P.; Buhmann, L.; Bin, S.; Jabeen, H.; Lehmann, J. | Journal Article |
| 2019 | Some remarks on nodal geometry in the smooth setting
Georgiev, B.; Mukherjee, M. | Journal Article |
| 2019 | Sparklify: A Scalable Software Component for Efficient Evaluation of SPARQL Queries over Distributed RDF Datasets
Stadler, C.; Sejdiu, G.; Graux, D.; Lehmann, J. | Conference Paper |
| 2019 | Squerall: Virtual Ontology-Based Access to Heterogeneous and Large Data Sources
Mami, Mohamed Nadjib; Graux, Damien; Scerri, Simon; Jabeen, Hajira; Auer, Soeren; Lehmann, Jens | Conference Paper |
| 2019 | Structuring reference architectures for the industrial Internet of Things
Bader, S.R.; Maleshkova, M.; Lohmann, S. | Journal Article |
| 2019 | Structuring the Industry 4.0 Landscape
Bader, Sebastian R.; Grangel-Gonzalez, Irlan; Tasnim, Mayesha; Lohmann, Steffen | Conference Paper |
| 2019 | Summarizing Entity Temporal Evolution in Knowledge Graphs
Tasnim, Mayesha; Collarana, Diego; Graux, Damien; Orlandi, Fabrizio; Vidal, Maria-Esther | Conference Paper |
| 2019 | Support Estimation in Frequent Itemset Mining by Locality Sensitive Hashing
Pick, Annika; Horváth, Tamás; Wrobel, Stefan | Conference Paper |
| 2019 | A Survey of Multi-Space Techniques in Spatio-Temporal Simulation Data Visualization
Chen, X.; Shen, L.; Sha, Z.; Liu, R.; Chen, S.; Ji, G.; Tan, C. | Journal Article |
| 2019 | A Team Based Player Versus Player Recommender Systems Framework For Player Improvement
Joshi, R.; Gupta, V.; Li, X.Y.; Cui, Y.; Wang, Z.W.; Ravari, Y.N.; Klabjan, D.; Sifa, R.; Parsaeian, A.; Drachen, A.; Demediuk, S. | Conference Paper |
| 2019 | Team SVMrank: Leveraging feature-rich support vector machines for ranking explanations to elementary science questions
D'Souza, J.; Mulang, I.O.; Auer, S. | Conference Paper |
| 2019 | Towards a Scalable Semantic-Based Distributed Approach for SPARQL Query Evaluation
Sejdiu, G.; Graux, D.; Khan, I.; Lytra, I.; Jabeen, H.; Lehmann, J. | Conference Paper |
| 2019 | Towards Automated Auditing with Machine Learning
Sifa, Rafet; Ladi, Anna; Pielka, Maren; Ramamurthy, Rajkumar; Hillebrand, Lars; Kirsch, Birgit; Biesner, David; Stenzel, R.; Bell, T.; Lübbering, M.; Nütten, U.; Bauckhage, C.; Warning, U.; Fürst, B.; Khameneh, T.D.; Thom, D.; Huseynov, I.; Kahlert, R.; Schlums, J.; Ismail, H.; Kliem, B.; Loitz, R. | Conference Paper |
| 2019 | Towards Contradiction Detection in German: A Translation-Driven Approach
Sifa, Rafet; Pielka, Maren; Ramamurthy, Rajkumar; Ladi, Anna; Hillebrand, Lars; Bauckhage, Christian | Conference Paper |
| 2019 | Towards measuring risk factors in privacy policies
Nejad, N.M.; Graux, D.; Collarana, D. | Conference Paper |
| 2019 | Towards Semantically Structuring GitHub
Kubitza, Dennis Oliver; Boeckmann, Matthias; Graux, Damien | Conference Paper |
| 2019 | Triple Classification Using Regions and Fine-Grained Entity Typing
Dong, Tiansi; Wang, Zhigang; Li, Juanzi; Bauckhage, Christian; Cremers, Armin B. | Conference Paper |
| 2019 | Two Attempts to Predict Author Gender in Cross-Genre Settings in Dutch
Brito, Eduardo; Sifa, Rafet; Bauckhage, Christian | Conference Paper |
| 2019 | Two-Staged Acoustic Modeling Adaption for Robust Speech Recognition by the Example of German Oral History Interviews
Gref, Michael; Schmidt, Christoph Andreas; Behnke, Sven; Köhler, Joachim | Conference Paper |
| 2019 | Unabhängige digitale Bildung mit dem Raspberry Pi, Open Source Software und OER
Hübner, Tobias; Lebedynska, Viktoriya | Book Article |
| 2019 | Understanding Convolutional Neural Networks for Seismic Features by Visualization
Landenberg, André von
: Müller, Stefan | Master Thesis |
| 2019 | Understanding User Behaviour through Action Sequences: From the Usual to the Unusual
Nguyen, P.; Turkay, C.; Andrienko, G.; Andrienko, N.; Thonnard, O.; Zouaoui, J. | Journal Article |
| 2019 | Uniform access to multiform data lakes using semantic technologies
Mami, M.N.; Graux, D.; Scerri, S.; Jabeen, H.; Auer, S.; Lehmann, J. | Conference Paper |
| 2019 | Urbane Datenräume - Möglichkeiten von Datenaustausch und Zusammenarbeit im urbanen Raum. Handreichung zur Studie
Schieferdecker, Ina; Bruns, Lina; Cuno, Silke; Flügge, Matthias; Isakovic, Karsten; Klessmann, Jens; Lämmel, Philipp; Stadtkewitz, Dustin; Tcholtchev, Nikolay; Lange, Christoph; Imbusch, Benedikt T.; Strauß, Leonie; Vastag, Alex; Flocke, Florian; Kraft, Volker | Report |
| 2019 | Using a KG-Copy Network for Non-goal Oriented Dialogues
Chaudhuri, D.; Rony, M.R.A.H.; Jordan, S.; Lehmann, J. | Conference Paper |
| 2019 | Vertrauenswürdiger Einsatz von Künstlicher Intelligenz
Cremers, Armin B.; Englander, Alex; Gabriel, Markus; Hecker, Dirk; Mock, M.; Poretschkin, Maximilian; Rosenzweig, Julia; Rostalski, Frauke; Sicking, Joachim; Volmer, Julia; Voosholz, Jan; Voß, Angelika; Wrobel, Stefan | Report |
| 2019 | Visualization and interaction for ontologies and linked data - Editorial
Ivanova, V.; Lambrix, P.; Lohmann, S.; Pesquita, C. | Editorial |
| 2019 | What company does my news article refer to? Tackling multiclass problems with topic modeling
Lübbering, M.; Kunkel, J.; Farrell, P. | Conference Paper |
| 2018 | 8th challenge on question answering over linked data (QALD-8)
Usbeck, R.; Ngonga Ngomo, A.-C.; Conrads, F.; Röder, M.; Napolitano, G. | Conference Paper |
| 2018 | Adaptation and Training of a Swiss German Speech Recognition System using Data-driven Pronunciation Modelling
Stadtschnitzer, Michael; Schmidt, Christoph Andreas | Conference Paper |
| 2018 | Adiabatic quantum computing for kernel k = 2 means clustering
Bauckhage, C.; Ojeda, C.; Sifa, R.; Wrobel, S. | Conference Paper |
| 2018 | Analyzing player networks in Destiny
Pirker, J.; Rattinger, A.; Drachen, A.; Sifa, R. | Journal Article |
| 2018 | Automated identification of sugar beet diseases using smartphones
Hallau, L.; Neumann, M.; Klatt, B.; Kleinhenz, B.; Klein, T.; Kuhn, C.; Röhrig, M.; Bauckhage, Christian; Kersting, Kristian; Mahlein, A.-K.; Steiner, U.; Oerke, E.‐C. | Journal Article |
| 2018 | Automatic analysis of sewer pipes based on unrolled monocular fisheye images
Künzel, Johannes; Werner, Thomas; Eisert, Peter; Waschnewski, Jan; Möller, Ronja; Hilpert, Ralf | Conference Paper |
| 2018 | Automatic estimation of the triangular vowel space area from i-Vectors
Tanuadji, Maureen; Stadtschnitzer, Michael; Bardeli, Rolf; Jaeger, Hagen | Conference Paper |
| 2018 | Automatic generation of multiple choice questions from slide content using linked data
Faizan, A.; Lohmann, S. | Conference Paper |
| 2018 | Automatische Erstellung von Ontologien aus schematisierbaren Datensammlungen
Martens, Claudio | Master Thesis |
| 2018 | Big data analytics for time critical maritime and aerial mobility forecasting
Vouros, G.A.; Doulkeridis, C.; Santipantakis, G.; Vlachou, A.; Pelekis, N.; Georgiou, H.; Theodoridis, Y.; Patroumpas, K.; Alevizos, E.; Artikis, A.; Fuchs, G.; Mock, M.; Andrienko, G.; Andrienko, N.; Ray, C.; Claramunt, C.; Camossi, E.; Jousselme, A.-L.; Scarlatti, D.; Cordero, J.M. | Conference Paper |
| 2018 | A big data architecture for managing oceans of data and maritime applications
Lytra, I.; Vidal, M.-E.; Orlandi, F.; Attard, J. | Conference Paper |
| 2018 | Big Data in der Industrie - Vorsprung durch Wissen
Koch, Daniel Jeffrey; Hecker, Dirk | Book Article |
| 2018 | BOUNCER: Privacy-aware query processing over federations of RDF datasets
Endris, K.M.; Almhithawi, Z.; Lytra, I.; Vidal, M.-E.; Auer, S. | Conference Paper |
| 2018 | Bring It to the Pitch: Combining Video and Movement Data to Enhance Team Sport Analysis
Stein, M.; Janetzko, H.; Lamprecht, A.; Breitkreutz, T.; Zimmermann, P.; Goldlücke, B.; Schreck, T.; Andrienko, G.; Grossniklaus, M.; Keim, D.A. | Journal Article |
| 2018 | Clustering trajectories by relevant parts for air traffic analysis
Andrienko, Gennady; Andrienko, Natalia; Fuchs, Georg; Garcia, Jose | Journal Article |
| 2018 | A comparative user evaluation on visual ontology modeling using node-link diagrams
Asmat, M.R.A.; Wiens, V.; Lohmann, S. | Conference Paper |
| 2018 | Comparison Properties of the Cuntz Semigroup and Applications to C* -algebras
Bosa, J.; Petzka, H. | Journal Article |
| 2018 | Controlling the crucible: A novel PvP recommender systems framework for destiny
Sifa, R.; Pawlakos, E.; Zhai, K.; Haran, S.; Jha, R.; Klabjan, D.; Drachen, A. | Conference Paper |
| 2018 | Corresponding Projections for Orphan Screening
Giesselbach, Sven; Ullrich, Katrin; Kamp, Michael; Paurat, Daniel; Gärtner, Thomas | Presentation |
| 2018 | Creating maps of artificial spaces to explore trajectories
Andrienko, G.; Andrienko, N. | Conference Paper |
| 2018 | Customer lifetime value prediction in non-contractual freemium settings: Chasing high-value users using deep neural networks and SMOTE
Sifa, Rafet; Runge, Julian; Bauckhage, Christian; Klapper, Daniel | Conference Paper |
| 2018 | Data abstraction for visualizing large time series
Shurkhovetskyy, G.; Andrienko, N.; Andrienko, G.; Fuchs, G. | Journal Article |
| 2018 | Data-driven pronunciation modeling of swiss german dialectal speech for automatic speech recognition
Stadtschnitzer, Michael; Schmidt, Christoph Andreas | Conference Paper |
| 2018 | DESERT: A Continuous SPARQL Query Engine for On-Demand Query Answering
Karim, F.; Lytra, I.; Mader, C.; Auer, S.; Vidal, M.-E. | Journal Article |
| 2018 | Detecting and correcting spelling errors in high-quality Dutch Wikipedia text
Beeksma, M.; Gompel, M. van; Kunneman, F.; Onrust, L.; Regnerus, B.; Vinke, D.; Brito, Eduardo; Bauckhage, Christian; Sifa, Rafet | Journal Article |
| 2018 | A disjunctive program formulation to generate regular public transit timetables adhering to prioritized planning requirements
Lückerath, Daniel; Ullrich, Oliver; Rishe, Naphtali; Speckenmeyer, Ewald | Journal Article |
| 2018 | DistLODStats: Distributed computation of RDF dataset statistics
Sejdiu, G.; Ermilov, I.; Lehmann, J.; Mami, M.N. | Conference Paper |
| 2018 | A distributed online learning approach for pattern prediction over movement event streams with apache flink
Qadah, Ehab; Mock, Michael; Alevizos, Elias; Fuchs, Georg | Conference Paper |
| 2018 | Distributed online learning for large-scale pattern prediction over real-time event streams
Qadah, Ehab
: Mock, Michael; Wrobel, Stefan | Master Thesis |
| 2018 | Divided we stand out! Forging cohorts for numeric outlier detection in large scale knowledge graphs (CONOD)
Jabeen, H.; Dadwal, R.; Sejdiu, G.; Lehmann, J. | Conference Paper |
| 2018 | Dynamic composition of question answering pipelines with Frankenstein
Singh, K.; Lytra, I.; Radhakrishna, A.S.; Vyas, A.; Vidal, M.-E. | Conference Paper |
| 2018 | EARL: Joint entity and relation linking for question answering over knowledge graphs
Dubey, M.; Banerjee, D.; Chaudhuri, D.; Lehmann, J. | Conference Paper |
| 2018 | Edge Computing aus Sicht der Künstlichen Intelligenz
Hecker, Dirk; Mock, Michael; Sicking, Joachim; Voß, Angelika; Wirtz, Tim | Journal Article |
| 2018 | Efficiently pinpointing SPARQL query containments
Stadler, C.; Saleem, M.; Ngomo, A.-C.N.; Lehmann, J. | Conference Paper |
| 2018 | EffTE: A Dependency-aware Approach for Test-Driven Ontology Development
Halilaj, Lavdim; Grangel-Gonzalez, Irlan; Lohmann, Steffen; Vidal, Maria-Esther; Auer, Soeren | Conference Paper |
| 2018 | Estimation of prediction uncertainty for semantic scene labeling using bayesian approximation
Ajmera, Anand | Master Thesis |
| 2018 | Evaluating the Quality of the LOD Cloud: An Empirical Investigation
Debattista, Jeremy; Lange, Christoph; Auer, Sören; Cortis, Dominic | Journal Article |
| 2018 | EVENTS: A dataset on the history of top-prestigious events in five computer science communities
Fathalla, Said; Lange, Christoph | Conference Paper |
| 2018 | EVENTSKG: A knowledge graph representation for top-prestigious computer science events metadata
Fathalla, Said; Lange, Christoph | Conference Paper |
| 2018 | ExConQuer: Lowering barriers to RDF and Linked Data re-use
Attard, Judie; Orlandi, Fabrizio; Scerri, Simon; Auer, Sören | Journal Article |
| 2018 | Experience: Open Fiscal Datasets, Common Issues, and Recommendations
Musyaffa, F.A.; Engels, C.; Vidal, M.-E.; Orlandi, F.; Auer, S. | Journal Article |
| 2018 | Exploring pressure in football
Andrienko, G.; Andrienko, N.; Budziak, G.; Landesberger, T. von; Weber, H. | Conference Paper |
| 2018 | Fast and accurate vanishing point estimation on structured roads
Werner, Thomas; Eickeler, Stefan | Conference Paper |
| 2018 | Formal query generation for question answering over knowledge bases
Zafar, H.; Napolitano, G.; Lehmann, J. | Conference Paper |
| 2018 | A framework to conduct and report on empirical user studies in semantic web contexts
Pesquita, C.; Ivanova, V.; Lohmann, S.; Lambrix, P. | Conference Paper |
| 2018 | Frankenstein: A platform enabling reuse of question answering components
Singh, K.; Both, A.; Sethupat, A.; Shekarpour, S. | Conference Paper |
| 2018 | Fraunhofer Institut für Intelligente Analyse- und Informationssysteme. Jahresbericht 2017/2018
| Annual Report |
| 2018 | Fraunhofer-Allianz Big Data
Wrobel, Stefan; Hecker, Dirk | Book Article |
| 2018 | Gefragte Profis Data Science für Ingenieure
Hecker, Dirk | Journal Article |
| 2018 | Generating SPARQL query containment benchmarks using the SQCFramework
Saleem, M.; Mehmood, Q.; Stadler, C.; Lehmann, J.; Ngonga Ngomo, A.-C. | Conference Paper |
| 2018 | Guidance in the human-machine analytics process
Collins, C.; Andrienko, N.; Schreck, T.; Yang, J.; Choo, J.; Engelke, U.; Jena, A.; Dwyer, T. | Journal Article |
| 2018 | I-PROGNOSIS: Verwendung von Sprachmerkmalen als Biomarker zur Detektion der Parkinson-Erkrankung
Jaeger, Hagen; Stadtschnitzer, Michael; Rizos, Alexandra; Karayiannis, Fotis; Ntakakis, George; Hadjileontiadis, Leontios | Conference Paper |
| 2018 | IDS Reference Architecture Model. Industrial Data Space. Version 2.0
Otto, Boris; Lohmann, Steffen; Steinbuss, Sebastian; Teuscher, Andreas; Auer, Soeren; Boehmer, Martin; Bohn, Juergen; Brost, Gerd; Cirullies, Jan; Ciureanu, Constantin; Corsi, Eva; Danielsen, Soeren; Eitel, Andreas; Ernst, Thilo; Geisler, Sandra; Gelhaar, Joshua; Gude, Roland; Haas, Christian; Heiles, Juergen; Hierro, Juanjo; Hoernle, Joachim; Huber, Manuel; Jung, Christian; Juerjens, Jan; Kasprzik, Anna; Ketterl, Markus; Koetzsch, Judith; Koehler, Jacob; Lange, Christoph; Langer, Dorothea; Langkau, Joerg; Lis, Dominik; Loeffler, Sven; Loewen, Ulrich; Mader, Christian; Menz, Nadja; Mueller, Andreas; Mueller, Bernhard; Nagel, Lars; Nagel, Ralf; Nieminen, Harri; Reitelbach, Thomas; Resetko, Aleksei; Pakkala, Daniel; Patzer, Florian; Pettenpohl, Heinrich; Pietzsch, Rene; Pullmann, Jaroslav; Punter, Matthijs; Quix, Christoph; Rohrmus, Dominik; Romer, Lena; Sandloehken, Joerg; Schoewe, Patrick; Schulz, Daniel; Schuette, Julian; Schweichhart, Karsten; Sol, Egbert-Jan; Sorowka, Peter; Spiegelberg, Gernot; | Report |
| 2018 | Implikationen aus dem Einsatz von Social Bots für die öffentliche Meinungsbildung
Fink, L. | Journal Article |
| 2018 | Improved transcription and indexing of oral history interviews for digital humanities research
Gref, Michael; Köhler, Joachim; Leh, Almut | Conference Paper |
| 2018 | Improving response selection in multi-turn dialogue systems by incorporating domain knowledge
Chaudhuri, D.; Kristiadi, A.; Lehmann, J.; Fischer, A. | Conference Paper |
| 2018 | Improving robust speech recognition for German oral history interviews using multi-condition training
Gref, Michael; Schmidt, Christoph Andreas; Köhler, Joachim | Conference Paper |
| 2018 | Increasing maritime situation awareness via trajectory detection, enrichment and recognition of events
Vouros, G.A.; Vlachou, A.; Santipantakis, G.; Doulkeridis, C.; Pelekis, N.; Georgiou, H.; Theodoridis, Y.; Patroumpas, K.; Alevizos, E.; Artikis, A.; Fuchs, G.; Mock, M.; Andrienko, G.; Andrienko, N.; Claramunt, C.; Ray, C.; Camossi, E.; Jousselme, A.-L. | Conference Paper |
| 2018 | Informed machine learning through functional composition
Bauckhage, C.; Ojeda, C.; Schücker, J.; Sifa, R.; Wrobel, S. | Conference Paper |
| 2018 | Integration von kommerziellen Flugdrohnen in eine Leitstandsinfrastruktur für Rettungseinsätze
Schmitz, Alexander
: Surmann, Hartmut; Worst, Rainer | Bachelor Thesis |
| 2018 | Intelligent clients for replicated triple pattern fragments
Minier, T.; Skaf-Molli, H.; Molli, P.; Vidal, M.-E. | Conference Paper |
| 2018 | Interactive stratigraphic structure visualization for seismic data
Liu, R.; Chen, S.; Ji, G.; Zhao, B.; Li, Q.; Su, M. | Journal Article |
| 2018 | Ising models for binary clustering via adiabatic quantum computing
Bauckhage, Christian; Brito, E.; Cvejoski, Kostadin; Ojeda,César; Sifa, Rafet; Wrobel, Stefan | Conference Paper |
| 2018 | Joint entity and relation linking using EARL
Banerjee, D.; Dubey, M.; Chaudhuri, D.; Lehmann, J. | Conference Paper |
| 2018 | Joint Standard German and Bavarian Subdialect Identification of Broadcast Speech
Stadtschnitzer, Michael; Schmidt, Christoph Andreas | Conference Paper |
| 2018 | KnIGHT: Mapping privacy policies to GDPR
Nejad, N.M.; Scerri, S.; Lehmann, J. | Conference Paper |
| 2018 | Knowledge Graphs for Semantically Integrating Cyber-Physical Systems
Grangel-Gonzalez, Irlan; Halilaj, Lavdim; Vidal, Maria-Esther; Rana, Omar; Lohmann, Steffen; Auer, Soeren; Mueller, Andreas W. | Conference Paper |
| 2018 | Kognitive Systeme und Robotik
Bauckhage, Christian; Bauernhansl, Thomas; Beyerer, Jürgen; Garcke, Jochen | Book Article |
| 2018 | Lets build a tunnel! - A closer look at Cologne's new subway routes
Ullrich, Oliver; Lückerath, Daniel; Rishe, Naphtali; Speckenmeyer, Ewald | Journal Article |
| 2018 | A linked open data representation of patents registered in the US from 2005–2017
Hassan, M.M.; Zaveri, A.; Lehmann, J. | Journal Article |
| 2018 | Literally better: Analyzing and improving the quality of literals
Beek, W.; Ilievski, F.; Debattista, J.; Schlobach, S.; Wielemaker, J. | Journal Article |
| 2018 | LSane: Collaborative validation and enrichment of heterogeneous observation streams
Frank, M.T.; Bader, S.; Simko, V.; Zander, S. | Journal Article |
| 2018 | Maschinelles Lernen. Eine Analyse zu Kompetenzen, Forschung und Anwendung
Döbel, I.; Leis, M.; Molina Vogelsang, M.; Welz, J.; Neustroev, D.; Petzka, H.; Riemer, A.; Püping, S.; Voss, A.; Wegele, M. | Study |
| 2018 | Matrix and Tensor Factorization Based Game Content Recommender Systems: A Bottom-Up Architecture and a Comparative Online Evaluation
Sifa, Rafet; Yawar, Raheel; Ramamurthy, Rajkumar; Bauckhage, Christian | Conference Paper |
| 2018 | A mesoscopic bus transit simulation model based on scarce data
Lückerath, Daniel; Speckenmeyer, Ewald; Ullrich, Oliver; Rishe, Naphtali | Journal Article |
| 2018 | Metadata analysis of scholarly events of computer science, physics, engineering, and mathematics
Fathalla, S.; Vahdati, S.; Auer, S.; Lange, C. | Conference Paper |
| 2018 | A mighty dataset for stress-testing question answering systems
Haarmann, Bastian; Martens, Claudio; Petzka, Henning; Napolitano, Giulio | Conference Paper |
| 2018 | Model-based data exploration
Kobialka, Hans-Ulrich; Paurat, Daniel; Schrader, Lisa | Conference Paper |
| 2018 | An MTConnect ontology for semantic industrial machine sensor analytics
Alvanou, Glykeria; Lytra, Ioanna; Petersen, Niklas | Conference Paper |
| 2018 | MultiCloud: Interactive word cloud visualization for the analysis of multiple texts
John, M.; Marbach, E.; Lohmann, S.; Heimerl, F.; Ertl, T. | Conference Paper |
| 2018 | Multisource Data Framework for Road Traffic State Estimation
Grau, J.M.S.; Mitsakis, E.; Tzenos, P.; Stamos, I.; Selmi, L.; Aifadopoulou, G. | Journal Article |
| 2018 | Named Entity Recognition in Twitter Using Images and Text
Esteves, D.; Peres, R.; Lehmann, J.; Napolitano, G. | Conference Paper |
| 2018 | Neural conditional gradients
Schramowski, Patrick; Bauckhage, Christian; Kersting, Kristian | Paper |
| 2018 | Objekterkennung und -verortung in Luftbildaufnahmen für Such- und Rettungseinsätze mittels neuronaler Faltungsnetzwerke
Leinweber, Artur
: Surmann, Hartmut; Worst, Rainer | Bachelor Thesis |
| 2018 | On exploring design elements in assistive serious games for Parkinson's disease patients. i-PROGNOSIS exergames paradigm
Dias, S.B.; Diniz, J.A.; Konstantinidis, E.; Savvidis, T.; Bamidis, P.; Stadtschnitzer, Michael; Jaeger, Hagen; Klingelhoefer, L.; Trivedi, D.; Bostantzopoulou, S.; Charisis, V.; Hadjidimitriou, S.; Iakovakis, D.; Hadjileontiadis, Leontios J. | Conference Paper |
| 2018 | On the regularization of Wasserstein GaNs
Petzka, H.; Fischer, A.; Lukovnikov, D. | Conference Paper |
| 2018 | Online-only friends, real-life friends or strangers? Differential associations with passion and social capital in video game play
Perry, R.; Drachen, A.; Kearney, A.; Kriglstein, S.; Nacke, L.E.; Sifa, R.; Wallner, G.; Johnson, D. | Journal Article |
| 2018 | Ontology-based representation for accessible OpenCourseWare systems
Elias, Mirette; Lohmann, Steffen; Auer, Soeren | Journal Article |
| 2018 | OpenBudgets.eu: A platform for semantically representing and analyzing open fiscal data
Musyaffa, F.A.; Halilaj, L.; Li, Y.; Orlandi, F.; Jabeen, H.; Auer, S.; Vidal, M.-E. | Conference Paper |
| 2018 | Optimal Sequence Memory in Driven Random Networks
Schücker, Jannis; Goedeke, Sven; Helias, Moritz | Journal Article |
| 2018 | An overview of Frank-Wolfe optimization for stochasticity constrained interpretable matrix and tensor factorization
Sifa, R. | Conference Paper |
| 2018 | Policy learning using SPSA
Ramamurthy, R.; Bauckhage, C.; Sifa, R.; Wrobel, S. | Conference Paper |
| 2018 | Prediction of memory formation based on absolute electroencephalographic phases in rhinal cortex and hippocampus outperforms prediction based on stimulus-related phase shifts
Derner, M.; Jahanbekam, A.; Bauckhage, C.; Axmacher, N.; Fell, J. | Journal Article |
| 2018 | Preface
Ivanova, V.; Lambrix, P.; Lohmann, S.; Pesquita, C. | Conference Paper |
| 2018 | Probabilistic frequent subtrees for efficient graph classification and retrieval
Welke, Pascal; Horvath, Tamas; Wrobel, Stefan | Journal Article |
| 2018 | Profiling in Games: Understanding Behavior from Telemetry
Sifa, Rafet; Drachen, Anders; Bauckhage, Christian | Book Article |
| 2018 | Profiting from kitties on ethereum: Leveraging blockchain RDF data with SANSA
Graux, D.; Sejdiu, G.; Jabeen, H.; Lehmann, J.; Sui, D.; Muhs, D.; Pfeffer, J. | Conference Paper |
| 2018 | Querying Interlinked Data by Bridging RDF Molecule Templates
Endris, K.M.; Galkin, M.; Lytra, I.; Mami, M.N.; Vidal, M.-E.; Auer, S. | Conference Paper |
| 2018 | A question answering system on regulatory documents
Collarana, D.; Heuss, T.; Lehmann, J.; Lytra, I.; Maheshwari, G.; Nedelchev, R.; Schmidt, T.; Trivedi, P. | Conference Paper |
| 2018 | The RESIN climate change adaptation project and its simple modeling approach for risk-oriented vulnerability assessment
Lückerath, Daniel; Bogen, Manfred; Rome, Erich; Sojeva, Betim; Ullrich, Oliver; Worst, Rainer; Xie, Jingquan | Conference Paper |
| 2018 | RESIN Climate resilient cities and infrastructures
Lückerath, Daniel; Bogen, Manfred; Rome, Erich; Sojeva, Betim; Ullrich, Oliver; Worst, Rainer; Xie, Jingquan | Poster |
| 2018 | Robust End-User-Driven Social Media Monitoring for Law Enforcement and Emergency Monitoring
Kirsch, Birgit; Giesselbach, Sven; Knodt, David; Rüping, Stefan | Book Article |
| 2018 | Robust speech recognition for german and dialectal broadcast programmes
Stadtschnitzer, Michael
: Bauckhage, Christian; Wrobel, Stefan | Dissertation |
| 2018 | SAANSET: Semi-Automated Acquisition of Scholarly Metadata Using OpenResearch.org Platform
Omar, R.; Vahdati, S.; Lange, C.; Vidal, M.-E.; Behrend, A. | Conference Paper |
| 2018 | The Scalable Question Answering Over Linked Data (SQA) Challenge 2018
Napolitano, G.; Usbeck, R.; Ngomo, A.-C.N. | Conference Paper |
| 2018 | Seamless integration of cyber-physical systems in knowledge graphs
Grangel-González, Irlán; Halilaj, Lavdim; Vidal, Maria-Esther; Lohmann, Steffen; Auer, Soeren; Müller, Andreas W. | Conference Paper |
| 2018 | Security and privacy in cloud-assisted cyber-physical systems
Alcaraz, C.; Huang, X.; Rome, E. | Journal Article |
| 2018 | Semantic analysis of contractual agreements to support end-user interpretation
Nejad, N.M. | Conference Paper |
| 2018 | Semantic Enrichment of IoT Stream Data On-Demand
Karim, Farah; Al Naameh, Ola; Lytra, Ioanna; Mader, Christian; Vidal, Maria-Esther; Auer, Soeren | Conference Paper |
| 2018 | Semantic interoperability and open IoT APIs for smart cities applications
Kolyvakis, P.; Mader, C.; Kiritsis, D. | Conference Paper |
| 2018 | SemSur: A core ontology for the semantic representation of research findings
Fathalla, Said; Vahdati, Sahar; Auer, Soeren; Lange, Christoph | Journal Article |
| 2018 | Shipping Knowledge Graph Management Capabilities to Data Providers and Consumers
Al-Safi, Omar; Mader, Christian; Lytra, Ioanna; Galkin, Mikhail; Endris, Kemele; Vidal, Maria-Esther; Auer, Soeren | Conference Paper |
| 2018 | Simple recurrent neural networks for support vector machine training
Sifa, R.; Paurat, D.; Trabold, D.; Bauckhage, C. | Conference Paper |
| 2018 | SlideWiki - towards a collaborative and accessible platform for slide presentations
Elias, Mirette; James, Abi; Ruckhaus, Edna; Suarez-Figueroa, Mari Carmen; Graaf, Klaas Andries de; Khalili, Ali; Wulff, Benjamin Markus; Lohmann, Steffen; Auer, Soeren | Conference Paper |
| 2018 | Smart Energy Hub. Smart-Data-Plattform für das prognose- und marktbasierte Energiemanagement von Infrastrukturbetreibern und Energieverbünden auf Basis von Sensordaten
Babel, Robin; Dukino, Claudia; Gauss, Armin; Häfele, Michael; Härle, Julia; Krause, Tobias; Pohl, Verena; Sawall, Helen; Scheuriker, Andreas; Schmidt, Felix; Siehler, Elias; Sivorotka, Filippos; Stetter, Daniel; Stolle, Peter; Zech, Daniel; Zindler, Oliver
: Renner, Thomas (Hrsg.); Reuter, Albrecht (Hrsg.); Schlenzig, Christoph (Hrsg.); Wagner, Holm (Hrsg.); Wagner, Siedfried (Hrsg.) | Study |
| 2018 | Speech Analytics in Research Based on Qualitative Interviews. Experiences from KA3
Leh, Almut; Köhler, Joachim; Gref, Michael; Himmelmann, Nikolaus P. | Journal Article |
| 2018 | SPIRIT: A semantic transparency and compliance stack
Westphal, P.; Fernandez, J.D.; Kirrane, S.; Lehmann, J. | Conference Paper |
| 2018 | SPSA for layer-wise training of deep networks
Wulff, B.; Schuecker, J.; Bauckhage, C. | Conference Paper |
| 2018 | Statisfy me: What are my stats?
Sejdiu, G.; Ermilov, I.; Mami, M.N.; Lehmann, J. | Conference Paper |
| 2018 | Steering data quality with visual analytics: The complexity challenge
Liu, S.; Andrienko, G.; Wu, Y.; Cao, N.; Jiang, L.; Shi, C.; Wang, Y.-S.; Hong, S. | Journal Article |
| 2018 | Structuring visual exploratory analysis of skill demand
Dadzie, A.-S.; Sibarani, E.M.; Novalija, I.; Scerri, S. | Journal Article |
| 2018 | Synthesizing a knowledge graph of data scientist job offers with MINTE+
Galkin, M.; Collarana, D.; Tasnim, M.; Vidal, M.-E. | Conference Paper |
| 2018 | Synthesizing knowledge graphs from web sources with the MINTE+ framework
Collarana, Diego; Galkin, Mikhail; Vidal, Maria-Esther; Lange, Christoph; Auer, Soeren; Scerri, Simon | Conference Paper |
| 2018 | Template-based question answering over linked geospatial data
Punjani, D.; Singh, K.; Both, A.; Koubarakis, M.; Angelidis, I.; Bereta, K.; Beris, T.; Bilidas, D.; Ioannidis, T.; Karalis, N.; Lange, C.; Pantazi, D.; Papaloukas, C.; Stamoulis, G. | Conference Paper |
| 2018 | Time-aware sub-trajectory clustering in HERMES@PostgreSQL
Tampakis, P.; Pelekis, N.; Theodoridis, Y.; Andrienko, N.; Andrienko, G.; Fuchs, G. | Conference Paper |
| 2018 | To be or not to be... social: Incorporating simple social features in mobile game customer lifetime value predictions
Drachen, A.; Pastor, M.; Liu, A.; Fontaine, D.J.; Chang, Y.; Runge, J.; Sifa, R.; Klabjan, D. | Conference Paper |
| 2018 | Toward veracity assessment in RDF knowledge bases: An exploratory analysis
Esteves, D.; Rula, A.; Reddy, A.J.; Lehmann, J. | Journal Article |
| 2018 | Towards an open authoring tool for accessible slide presentations
Elias, Mirette; James, Abi; Lohmann, Steffen; Auer, Soeren; Wald, Mike | Conference Paper |
| 2018 | Towards Enabling Cyber-Physical Systems in Brownfield Environments
Bader, S.R.; Wolff, C.; Vössing, M.; Schmidt, J.-P. | Conference Paper |
| 2018 | Towards Shortest Paths via Adiabatic Quantum Computing
Bauckhage, Christian; Brito, Eduardo; Cvejoski, Kostadin; Ojeda, César; Schücker, Jannis; Sifa, Rafet | Conference Paper |
| 2018 | Two for one: Querying property graph databases using SPARQL via gremlinator
Thakkar, H.; Punjani, D.; Lehmann, J.; Auer, S. | Conference Paper |
| 2018 | Ulysses: An intelligent client for replicated triple pattern fragments
Minier, T.; Skaf-Molli, H.; Molli, P.; Vidal, M.-E. | Conference Paper |
| 2018 | Unveiling Scholarly Communities over Knowledge Graphs
Vahdati, Sahar; Palma, Guillermo; Nath, Rahul Jyoti; Christoph Lange; Auer, Soeren; Vidal, Maria-Esther | Presentation |
| 2018 | Urbane Datenräume - Möglichkeiten von Datenaustausch und Zusammenarbeit im urbanen Raum
Schieferdecker, Ina; Bruns, Lina; Cuno, Silke; Flügge, Matthias; Isakovic, Karsten; Klessmann, Jens; Lämmel, Philipp; Stadtkewitz, Dustin; Tcholtchev, Nikolay; Lange, Christoph; Imbusch, Benedikt T.; Strauß, Leonie; Vastag, Alex; Flocke, Florian; Kraft, Volker | Report |
| 2018 | Viewing Visual Analytics as Model Building
Andrienko, N.; Lammarsch, T.; Andrienko, G.; Fuchs, G.; Keim, D.; Miksch, S.; Rind, A. | Journal Article |
| 2018 | Visual analytics of flight trajectories for uncovering decision making strategies
Andrienko, G.; Andrienko, N.; Fuchs, G.; Scarlatti, D.; Cordero Garcia, J.M.; Vouros, G.A.; Herranz, R.; Marcos, R. | Conference Paper |
| 2018 | WebVowl Editor: Device-independent visual ontology modeling
Wiens, V.; Lohmann, S.; Auer, S. | Conference Paper |
| 2018 | What moves players? Visual data exploration of Twitter and gameplay data
Drescher, C.; Wallner, G.; Kriglstein, S.; Sifa, R.; Drachen, A.; Pohl, M. | Conference Paper |
| 2018 | Why reinvent the wheel. Let's build question answering systems together
Singh, Kuldeep; Radhakrishna, Arun Sethupat; Both, Andreas; Shekarpour, Saeedeh; Lytra, Ioanna; Usbeck, Ricardo; Vyas, Akhilesh; Khikmatullaev, Akmal; Punjani, Dharmen; Lange, Christoph; Vidal, Maria-Esther; Lehmann, Jens; Auer, Sören | Conference Paper |
| 2018 | Wikidata through the Eyes of DBpedia
Ismayilov, Ali; Kontokostas, Dimitris; Auer, Sören; Lehmann, Jens; Hellmann, Sebastian | Journal Article |
| 2018 | Zustandsregelung für ein Mikroflugsystem zur Ansteuerung vorgegebener Wegpunkte in Innenräumen
Knipp, Kalle
: Joppich, Wolfgang; Rothe, Irene | Master Thesis |
| 2017 | 3D mapping for multi hybrid robot cooperation
Surmann, H.; Berninger, N.; Worst, R. | Conference Paper |
| 2017 | 3D Registration of Aerial and Ground Robots for Disaster Response: An Evaluation of Features, Descriptors, and Transformation Estimation
Gawel, Abel; Dub, Renaud; Surmann, Hartmut; Nieto, Juan I.; Siegwart, Roland; Cadena, Cesar | Presentation |
| 2017 | 7th Open Challenge on Question Answering over Linked Data (QALD-7)
Usbeck, Ricardo; Ngonga Ngomo, Axel-Cyrille; Haarmann, Bastian; Krithara, Anastasia; Röder, Michael; Napolitano, Giulio | Conference Paper |
| 2017 | Analysing scholarly communication metadata of computer science events
Fathalla, S.; Vahdati, S.; Lange, C.; Auer, S. | Conference Paper |
| 2017 | Asymptotic coincidence of the statistics for degenerate and non-degenerate correlated real Wishart ensembles
Wirtz, T.; Kieburg, M.; Guhr, T. | Journal Article |
| 2017 | Automatic topic detection for spoken input
Soliman, Mohamed | Master Thesis |
| 2017 | BatWAn: A Binary and Multi-way Query Plan Analyzer
Galkin, Mikhali; Vidal, Maria-Esther | Conference Paper |
| 2017 | Benchmarking faceted browsing capabilities of triplestores
Petzka, Henning; Stadler, Claus; Katsimpras, Georgios; Haarmann, Bastian; Lehmann, Jens | Conference Paper |
| 2017 | Benchmarking RDF Storage Solutions with IGUANA
Conrads, Felix; Lehmann, Jens; Saleem, Muhammad; Ngonga Ngomo, Axel-Cyrille | Conference Paper |
| 2017 | A Big Data Architecture for Managing Oceans of Data and Maritime Applications
Lytra, Ioanna; Vidal, Maria-Esther; Orlandi, Fabrizio; Attard, Judie | Electronic Publication, Presentation |
| 2017 | Big Data Europe
Jabeen, Hajira; Archer, Phil; Scerri, Simon; Versteden, Aad; Ermilov, Ivan; Mouchakis, Giannis; Lehmann, Jens; Auer, Sören | Conference Paper |
| 2017 | Big Data in der Produktion. Tl.1: Grundlagen
Ernis, Gunar; Poigné, Axel | Journal Article |
| 2017 | The BigDataEurope platform - supporting the variety dimension of big data
Auer, S.; Scerri, S.; Versteden, A.; Pauwels, E.; Charalambidis, A.; Konstantopoulos, S.; Lehmann, J.; Jabeen, H.; Ermilov, I.; Sejdiu, G.; Ikonomopoulos, A.; Andronopoulos, S.; Vlachogiannis, M.; Pappas, C.; Davettas, A.; Klampanos, I.A.; Grigoropoulos, E.; Karkaletsis, V.; de Boer, V.; Siebes, R.; Mami, M.N.; Albani, S.; Lazzarini, M.; Nunes, P.; Angiuli, E.; Pittaras, N.; Giannakopoulos, G.; Argyriou, G.; Stamoulis, G.; Papadakis, G.; Koubarakis, M.; Karampiperis, P.; Ngomo, A.-C.N.; Vidal, M.-E. | Conference Paper |
| 2017 | BigDataOcean - Exploiting Oceans of Data for Maritime Applications
Lytra, Ioanna; Orlandi, Fabrizio; Vidal, Maria-Esther | Presentation |
| 2017 | Capturing Knowledge in Semantically-typed Relational Patterns to Enhance Relation Linking
Singh, Kuldeep; Mulang, Isaiah Onando; Lytra, Ioanna; Jaradeh, Mohamad Yaser; Sakor, Ahmad; Vidal, Maria-Esther; Lange, Christoph; Auer, Sören | Conference Paper |
| 2017 | CEUR make GUI - a usable web frontend supporting the workflow of publishing proceedings of scientific workshops
Asmat, M.R.A.; Lange, C. | Conference Paper |
| 2017 | Challenges and opportunities in renovating public sector information by enabling linked data and analytics
Mouzakitis, Spiros; Papaspyros, Dimitris; Petychakis, Michael; Koussouris, Sotirios; Zafeiropoulos, Anastasios; Fotopoulou, Eleni; Farid, Lena; Orlandi, Fabrizio; Attard, Judie; Psarras, John | Journal Article |
| 2017 | Challenges as enablers for high quality linked data: Insights from the semantic publishing challenge
Dimou, A.; Vahdati, S.; Iorio, A.D.; Lange, C.; Verborgh, R.; Mannens, E. | Journal Article |
| 2017 | Co-regularised support vector regression
Ullrich, Katrin; Kamp, Michael; Gärtner, Thomas; Vogt, Martin; Wrobel, Stefan | Conference Paper |
| 2017 | Collaborative authoring of semantically structured multilingual educational content
Tarasova, Darya | Dissertation |
| 2017 | Comparing MapReduce and Pipeline implementations for Counting Triangles
Pasarrela, Edelmira; Vidal, Maria-Esther; Zoltan, Cristina | Conference Paper |
| 2017 | Conditions of full disclosure: The blockchain remuneration model
English, S.M.; Nezhadian, E. | Conference Paper |
| 2017 | Curiously motivated
Schaekermann, M.; Ribeiro, G.; Wallner, G.; Kriglstein, S.; Johnson, D.; Drachen, A.; Sifa, R.; Nacke, L.E. | Conference Paper |
| 2017 | Dataset reuse
Endris, K.M.; Giménez-García, J.M.; Thakkar, H.; Demidova, E.; Zimmermann, A.; Lange, C.; Simperl, E. | Conference Paper |
| 2017 | Decentralised authoring, annotations and notifications for a read-write web with dokieli
Capadisli, S.; Guy, A.; Verborgh, R.; Lange, C.; Auer, S.; Berners-Lee, T. | Conference Paper |
| 2017 | Decentralized creation of academic documents using a Network Attached Storage (NAS) server
Wilm, Johannes; Sadeghi, Afshin; Lange, Christoph; Mayr, Philipp | Conference Paper |
| 2017 | Deep Learning
Eickeler, Stefan; Möller, Ronja | Book Article |
| 2017 | DemoEffTE: A demonstrator of dependency-aware evaluation of test cases over ontology
Halilaj, Lavdim; Grangel-González, Irlán; Vidal, Maria-Esther; Lohmann, Steffen; Auer, Sören | Conference Paper |
| 2017 | DemoEffTE: A demonstrator of dependency-aware evaluation of test cases over ontology
Halilaj, Lavdim; Grangel-Gonzalez, Irlan; Vidal, Maria-Esther; Lohmann, Steffen; Auer, Sören | Presentation |
| 2017 | Detecting double-talk (overlapping speech) in conversations using deep learning
Abdullah | Master Thesis |
| 2017 | Detecting geological structures in seismic volumes using deep convolutional neural networks
Jiang, Ying
: Bauckhage, Christian; Wrobel, Stefan | Master Thesis |
| 2017 | Diefficiency metrics: Measuring the continuous efficiency of query processing approaches
Acosta, Maribel; Vidal, Maria-Esther; Sure-Vetter, York | Conference Paper |
| 2017 | Distributed semantic analytics using the SANSA stack
Lehmann, Jens; Sejdiu, Gezim; Bühmann, Lorenz; Westphal, Patrick; Stadler, Claus; Ermilov, Ivan; Bin, Simon; Chakraborty, Nilesh; Saleem, Muhammad; Ngonga Ngomo, Axel-Cyrille; Jabeen, Hajira | Conference Paper |
| 2017 | Dynamic visual abstraction of soccer movement
Sacha, D.; Al-Masoudi, F.; Stein, M.; Schreck, T.; Keim, D.A.; Andrienko, G.; Janetzko, H. | Journal Article |
| 2017 | E2mC: Improving Emergency Management Service Practice through Social Media and Crowdsourcing Analysis in Near Real Time
Havas, C.; Resch, B.; Francalanci, C.; Pernici, B.; Scalia, G.; Fernandez-Marquez, J.L.; Achte, T. Van; Zeug, G.; Mondardini, M.R.R.; Grandoni, D.; Kirsch, B.; Kalas, M.; Lorini, V.; Rüping, S. | Journal Article |
| 2017 | Effective parallelisation for machine learning
Kamp, Michael; Boley, Mario; Missura, Olana; Gärtner, Thomas | Conference Paper |
| 2017 | Efficient processing of semantically represented sensor data
Karim, F.; Vidal, M.-E.; Auer, S. | Conference Paper |
| 2017 | Enterprise knowledge graphs: A semantic approach for knowledge management in the next generation of enterprise information systems
Galkin, Mikhail; Auer, Sören; Vidal, Maria-Esther; Scerri, Simon | Conference Paper |
| 2017 | Entwicklung und Integration einer Lucene-basierten Suchfunktion zur interaktiven Selektion von Echtzeitdaten im maritimen Lagebildsystem iLEXX
Mechlaoui, Ammer
: Bürsner, Simone; Alda, Sascha | Bachelor Thesis |
| 2017 | Exploiting interlinked research metadata
Ameri, S.; Vahdati, S.; Lange, C. | Conference Paper |
| 2017 | Exploiting the value of data through data value networks
Attard, Judie; Orlandi, Fabrizio; Auer, Sören | Conference Paper |
| 2017 | FaRBIE: A faceted reactive browsing interface for multi RDF knowledge graph exploration
Fuenmayor, L.; Collarana, D.; Lohmman, S.; Auer, S. | Conference Paper |
| 2017 | Feature denoising using CNNs for noisy speech recognition
Fröschel, Jens | Master Thesis |
| 2017 | Geographic data science
Andrienko, Gennady; Andrienko, Natalia; Weibel, Robert | Journal Article |
| 2017 | Guest Editorial Introduction to the Special Issue on Visual Analysis for ITS
Andrienko, G.; Andrienko, N.; Chen, W.; Maciejewski, R.; Zhao, Y. | Editorial |
| 2017 | Hierarchy-based projection of high-dimensional labeled data to reduce visual clutter
Herr, D.; Han, Q.; Lohmann, S.; Ertl, T. | Journal Article |
| 2017 | How to revert question answering on knowledge graphs
Maheshwari, Gaurav; Dubey, Mohnish; Trivedi, Priyansh; Lehmann, Jens | Conference Paper |
| 2017 | Hyperspectral- and Deep Learning Semantic Labelling in Vineyards
Nielsen, Michael; Fröhlich, Peter; Rilling, Stefan; Milella, Annalisa; Reina, Giulio | Poster |
| 2017 | Iguana: A generic framework for benchmarking the read-write performance of triple stores
Conrads, F.; Lehmann, J.; Saleem, M.; Morsey, M.; Ngonga Ngomo, A.-C. | Conference Paper |
| 2017 | Implementing scalable structured machine learning for big data in the SAKE project
Bin, Simon; Westphal, Patrick; Lehmann, Jens; Ngonga Ngomo, Axel-Cyrille | Conference Paper |
| 2017 | The industry 4.0 standards landscape from a semantic integration perspective
Grangel-Gonzalez, Irlan; Baptista, Paul; Halilaj, Lavdim; Lohmann, Steffen; Vidal, Maria-Esther; Mader, Christian; Auer, Sören | Conference Paper |
| 2017 | Integration of scholarly communication metadata using knowledge graphs
Sadeghi, A.; Lange, C.; Vidal, M.-E.; Auer, S. | Conference Paper |
| 2017 | Interpretable matrix factorization with stochasticity constrained nonnegative DEDICOM
Sifa, R.; Ojeda, C.; Cvejoski, K.; Bauckhage, C. | Conference Paper |
| 2017 | Inverse dynamical inheritance in stack exchange taxonomies
Ojeda, César; Cvejoski, Kostadin; Sifa, Rafet; Bauckhage, Christian | Conference Paper |
| 2017 | Investigating and forecasting user activities in newsblogs: A study of seasonality, volatility and attention burst
Bauckhage, Christian; Ojeda,César; Sifa, Rafet | Conference Paper |
| 2017 | Issues in complex event processing: Status and prospects in the Big Data era
Flouris, I.; Giatrakos, N.; Deligiannakis, A.; Garofalakis, M.; Kamp, M.; Mock, M. | Journal Article |
| 2017 | JPA Criteria Queries over RDF Data
Stadler, Claus; Lehmann, Jens | Conference Paper |
| 2017 | KA3. Weiterentwicklung von Sprachtechnologien im Kontext der Oral History
Köhler, Joachim; Gref, Michael; Leh, Almut | Journal Article |
| 2017 | KA3: Speech analytics for oral history and the language science
Köhler, Joachim; Himmelmann, Nikolaus P.; Leh, Almut | Journal Article |
| 2017 | A knowledge graph based speech interface for question answering systems
Jaya Kumar, A.; Schmidt, Christoph Andreas; Köhler, Joachim | Journal Article |
| 2017 | KPCA embeddings: An unsupervised approach to learn vector representations of finite domain sequences
Brito, E.; Sifa, R.; Bauckhage, C. | Conference Paper |
| 2017 | Künstliche Intelligenz und die Potenziale des maschinellen Lernens für die Industrie
Hecker, Dirk; Döbel, Inga; Rüping, Stefan; Schmitz, Velina; Voss, Angi | Journal Article |
| 2017 | Large-scale storage and query processing for semantic sensor data
Karim, F.; Mami, M.N.; Vidal, M.-E.; Auer, S. | Conference Paper |
| 2017 | LC-QuAD: A corpus for complex question answering over knowledge graphs
Trivedi, Priyansh; Maheshwari, Gaurav; Dubey, Mohnish; Lehmann, Jens | Conference Paper |
| 2017 | Linked data notifications: A resource-centric communication protocol
Capadisli, S.; Guy, A.; Lange, C.; Auer, S.; Sambra, A.; Berners-Lee, T. | Conference Paper |
| 2017 | Machine Learning für die Smarte Produktion
Ernis, Gunar; Kamp, Michael | Journal Article |
| 2017 | Making Efficient Use of a Domain Expert's Time in Relation Extraction
Adilova, Linara; Giesselbach, Sven; Rüping, Stefan | Conference Paper |
| 2017 | Managing Lifecycle of Big Data Applications
Ermilov, Ivan; Ngonga Ngomo, Axel-Cyrille; Versteden, Aad; Jabeen, Hajira; Sejdiu, Gezim; Argyriou, Giorgos; Selmi, Luigi; Jakobitsch, Jürgen; Lehmann, Jens | Conference Paper |
| 2017 | Maritime data integration and analysis
Claramunt, C.; Ray, C.; Camossi, E.; Salmon, L.; Jousselme, A.-L.; Hadzagic, M.; Andrienko, G.; Andrienko, N.; Theodoridis, Y.; Vouros, G.; Salmon, L. | Conference Paper |
| 2017 | Matching Natural Language Relations to Knowledge Graph Properties for Question Answering
Mulang, Isaiah Onando; Singh, Kuldeep; Orlandi, Fabrizio | Conference Paper |
| 2017 | MateTee: A semantic similarity metric based on translation embeddings for knowledge graphs
Morales, C.; Collarana, D.; Vidal, M.-E.; Auer, S. | Conference Paper |
| 2017 | Measuring the performance of continuous query processing approaches with dief@t and dief@k
Acosta, Maribel; Vidal, Maria-Esther | Conference Paper |
| 2017 | Mining strongly closed itemsets from data streams
Trabold, D.; Horváth, T. | Conference Paper |
| 2017 | Mining Urban Data (Part C)
Andrienko, G.; Gunopulos, D.; Ioannidis, Y.; Kalogeraki, V.; Katakis, I.; Morik, K.; Verscheure, O. | Editorial |
| 2017 | MINTE: Semantically integrating RDF graphs
Collarana, D.; Galkin, M.; Traverso-Ribón, I.; Vidal, M.-E.; Lange, C.; Auer, S. | Conference Paper |
| 2017 | MOCHA2017: The Mighty Storage Challenge at ESWC 2017
Georgala, Kleanthi; Spasic, Mirko; Jovanovik, Milos; Petzka, Henning; Röder, Michael; Ngonga Ngomo, Axel-Cyrille | Conference Paper |
| 2017 | MULDER: Querying the linked data web by bridging RDF molecule templates
Endris, K.M.; Galkin, M.; Lytra, I.; Mami, M.N.; Vidal, M.-E.; Auer, S. | Conference Paper |
| 2017 | A multisensor platform for comprehensive detection of crop status: Results from two case studies
Rilling, Stefan; Nielsen, Michael; Milella, Annalisa; Jestel, Christian; Fröhlich, Peter; Reina, Giulio | Conference Paper |
| 2017 | Multitask sequence-to-sequence models for grapheme-to-phoneme conversion
Milde, Benjamin; Schmidt, Christoph Andreas; Köhler, Joachim | Conference Paper |
| 2017 | Named Entity Recognition in Twitter using Images and Text
Esteves, Diego; Peres, Rafael; Lehmann, Jens; Napolitano, Giulio | Presentation |
| 2017 | A neural network implementation of Frank-Wolfe optimization
Bauckhage, Christian | Conference Paper |
| 2017 | Öffnung der wissenschaftlichen Kommunikation in den Sozialwissenschaften: Verbindung von kollaborativem Schreiben und Peer Review
Sadeghi, Afshin; Wilm, Johannes; Mayr, Philipp; Lange, Christoph | Journal Article |
| 2017 | On supporting Parkinson's disease patients: The i-prognosis personalized game suite design approach
Dias, Sofia B.; Konstantinidis, Evdokimos I.; Diniz, José A.; Bamidis, Panagiotis D.; Charisis, Vasilios S.; Hadjidimitriou, Stelios; Stadtschnitzer, Michael; Fagerberg, Peter; Ioakeimidis, Ioannis; Dimitropoulos, Kosmas; Grammalidis, Nikolaos; Hadjileontiadis, Leontios J. | Conference Paper |
| 2017 | On the Influence of Modifying Magnitude and Phase Spectrum to Enhance Noisy Speech Signals
Hirsch, H.-G.; Gref, M. | Conference Paper |
| 2017 | Online k-Maxoids clustering
Sifa, Rafet; Bauckhage, Christian | Conference Paper |
| 2017 | Ontology-based information modelling in the industrial data space
Pullmann, Jaroslav; Petersen, Niklas; Mader, Christian; Lohmann, Steffen; Kemény, Zsolt | Conference Paper |
| 2017 | Ontology-based representation of learner profiles for accessible OpenCourseWare systems
Elias, Mirette; Lohmann, Steffen; Auer, Sören | Conference Paper |
| 2017 | Ontology-Driven Unified Governance in Software Engineering
Solanki, M.; Mader, C.; Nagy, H.; Mückstein, M.; Hanfi, M.; David, R.; Koller, A. | Conference Paper |
| 2017 | Ontology-guided job market demand analysis: A cross-sectional study for the data science field
Sibarani, Elisa Margareth; Scerri, Simon; Morales, Camilo; Auer, Sören; Collarana, Diego | Conference Paper |
| 2017 | OpenBudgets.eu: A Distributed Open-Platform for Managing Heterogeneous Budget Data
Musyaffa, Fathoni A.; Orlandi, Fabrizio; Dong, Tiansi; Halilaj, Lavdim | Presentation |
| 2017 | OpenBudgets.eu: A distributed open-platform for managing heterogeneous budget data
Musyaffa, F.A.; Orlandi, F.; Dong, T.; Halilaj, L. | Conference Paper |
| 2017 | Opening Scholarly Communication in Social Sciences by Connecting Collaborative Authoring to Peer Review
Sadeghi, Afshin; Momeni, Fakhri; Wilm, Johannes; Mayr, Philipp; Lange, Christoph | Poster |
| 2017 | Preface. Message from the VIS Paper Chairs and Guest Editors
Andrienko, G.; Liu, SX.; Stasko, J.; Elmqvist, N.; Lee, BS.; Ma, KL.; Ahrens, J.; Kirby, RMM.; Roerdink, J. | Journal Article |
| 2017 | QAestro - semantic-based composition of question answering pipelines
Singh, K.; Lytra, I.; Vidal, M.-E.; Punjani, D.; Thakkar, H.; Lange, C.; Auer, S. | Conference Paper |
| 2017 | QAESTRO framework - semantic composition of QA pipelines
Singh, K.; Lytra, I.; Aditya, K.A.; Vidal, M.-E. | Conference Paper |
| 2017 | The qanary ecosystem: Getting new insights by composing question answering pipelines
Diefenbach, D.; Singh, K.; Both, A.; Cherix, D.; Lange, C.; Auer, S. | Conference Paper |
| 2017 | Rapid engineering of QA systems using the light-weight qanary architecture
Both, A.; Singh, K.; Diefenbach, D.; Lytra, I. | Conference Paper |
| 2017 | Realizing an RDF-based information model for, a manufacturing company - A case study
Petersen, Niklas; Halilaj, Lavdim; Grangel-González, Irlan; Lohmann, Steffen; Lange, Christoph; Auer, Sören | Conference Paper |
| 2017 | Reference Architecture Model for the Industrial Data Space
Otto, Boris; Lohmann, Steffen; Auer, Sören; Brost, Gerd; Cirullies, Jan; Eitel, Andreas; Ernst, Thilo; Haas, Christian; Huber, Manuel; Jung, Christian; Jürjens, Jan; Lange, Christoph; Mader, Christian; Menz, Nadja; Nagel, Ralf; Pettenpohl, Heinrich; Pullmann, Jaroslav; Quix, Christoph; Schon, Jochen; Schulz, Daniel; Schütte, Julian; Spiekermann, Markus; Wenzel, Sven | Report |
| 2017 | Revealing patterns and trends of mass mobility through spatial and temporal abstraction of origin-destination movement data
Andrienko, G.; Andrienko, N.; Fuchs, G.; Wood, J. | Journal Article |
| 2017 | Roberta Grundlagen. 2., erw. und überarb. Aufl.
Leimbach, Thorsten; Jost, Beate; Börding, Josef; Petersen, Ulrike; Zay, Elena; Erdmann, Richard | Book |
| 2017 | Scalable Quality Assessment of Linked Data
Debattista, Jeremy | Dissertation |
| 2017 | Semantic Data Integration for Industry 4.0 Standards
Grangel-González, I. | Conference Paper |
| 2017 | Semantic Data Integration for Knowledge Graph Construction at Query Time
Collarana, Diego; Galkin, Mikhail; Traverso-Ribon, Ignacio; Lange, Christoph; Vidal, Maria-Esther; Auer, Sören | Conference Paper |
| 2017 | A semantic integration approach for building knowledge graphs on-demand
Collarana, D. | Conference Paper |
| 2017 | Semantic similarity based clustering of license excerpts for improved end-user interpretation
Nejad, Najmeh Mousavi; Scerri, Simon; Auer, Sören | Conference Paper |
| 2017 | Semantic zooming for ontology graph visualizations
Wiens, V.; Lohmann, S.; Auer, S. | Conference Paper |
| 2017 | Semi-Automatic Feature Detection in Volume Data through Anomalies in Local Histograms
Beutgen, Jan Christoph
: Müller, Stefan; Rilling, Stefan | Master Thesis |
| 2017 | Serious games as a means for holistically supporting Parkinson's Disease patients
Dias, Sofia B.; Konstantinidis, Evdokimos I.; Diniz, José A.; Bamidis, Panagiotis D.; Charisis, Vasilios S.; Hadjidimitriou, Stelios; Stadtschnitzer, Michael; Fagerberg, Peter; Ioakeimidis, Ioannis; Dimitropoulos, Kosmas; Grammalidis, Nikolaos; Hadjileontiadis, Leontios J. | Conference Paper |
| 2017 | Simplex Volume Maximization (SiVM): A matrix factorization algorithm with non-negative constrains and low computing demands for the interpretation of full spectral X-ray fluorescence imaging data
Alfeld, M.; Wahabzada, M.; Bauckhage, C.; Kersting, K.; Snickt, G. van der; Noble, P.; Janssens, K.; Wellenreuther, G.; Falkenberg, G. | Journal Article |
| 2017 | SJoin: A semantic join operator to integrate heterogeneous RDF graphs
Galkin, M.; Collarana, D.; Traverso-Ribón, I.; Vidal, M.-E.; Auer, S. | Conference Paper |
| 2017 | SMJoin: A Multi-Way Join Operator for SPARQL Queries
Galkin, Mikhail; Endris, Kemele M.; Acosta, Maribel; Collarana, Diego; Vidal, Maria-Esther; Auer, Sören | Conference Paper |
| 2017 | Specification of Semantic Trajectories Supporting Data Transformations for Analytics
Santipantakis, G.M.; Vouros, G.A.; Doulkeridis, C.; Vlachou, A.; Andrienko, G.; Andrienko, N.; Fuchs, G.; Garcia, J.M.C.; Martinez, M.G. | Conference Paper |
| 2017 | SQCFramework: SPARQL Query Containment Benchmark Generation Framework
Saleem, Muhammad; Stadler, Claus; Mehmood, Qaiser; Lehmann, Jens; Ngonga Ngomo, Axel-Cyrille | Conference Paper |
| 2017 | Steps towards question answering with deep neural memory networks
Ahmed, Sajawel
: Zicari, Roberto V.; Kindermann, Jörg | Master Thesis |
| 2017 | Strategies and Approaches for Exploiting the Value of Open Data
Attard, Judie | Dissertation |
| 2017 | Sustainable linked data generation: The case of DBpedia
Maroy, W.; Dimou, A.; Kontokostas, D.; Meester, B. de; Verborgh, R.; Lehmann, J.; Mannens, E.; Hellmann, S. | Conference Paper |
| 2017 | Sustainable linked data generation: The case of DBpedia
Maroy, Wouter; Dimou, Anastasia; Kontokostas, Dimitris; Meester, Ben de; Verborgh, Ruben; Lehmann, Jens; Mannens, Erik; Hellmann, Sebastian | Conference Paper |
| 2017 | The Tale of Sansa Spark
Ermilov, Ivan; Lehmann, Jens; Petzka, Henning | Presentation |
| 2017 | The tale of sansa spark
Ermilov, Ivan; Lehmann, Jens; Sejdiu, Gezim; Bühmann, Lorenz; Westphal, Patrick; Stadler, Claus; Bin, Simon; Chakraborty, Nilesh; Petzka, Henning; Saleem, Muhammad; Ngonga Ngomo, Axel-Cyrille; Jabeen, Hajira | Conference Paper |
| 2017 | A task-based view on the visual analysis of eye-tracking data
Kurzhals, K.; Burch, M.; Blascheck, T.; Andrienko, G.; Andrienko, N.; Weiskopf, D. | Conference Paper |
| 2017 | Third party effect: Community based spreading in complex networks
Bauckhage, Christian; Ojeda, César; Sifa, Rafet; Agarwal, Shubham | Conference Paper |
| 2017 | Towards a cloud-based service for maintaining and analyzing data about scientific events
Behrend, Andreas; Vahdati, Sahar; Lange, Christoph; Engels, Christiane | Presentation |
| 2017 | Towards a common vocabulary for crisis management scenarios
Xie, Jingquan; Sojeva, Betim; Rome, Erich; Lückerath, Daniel | Conference Paper |
| 2017 | Towards a knowledge graph based speech interface
Jaya Kumar, Ashwini; Auer, Sören; Schmidt, Christoph Andreas; Köhler, Joachim | Conference Paper |
| 2017 | Towards a knowledge graph representing research findings by semantifying survey articles
Fathalla, S.; Vahdati, S.; Auer, S.; Lange, C. | Conference Paper |
| 2017 | Towards a multi-way similarity join operator
Galkin, M.; Vidal, M.-E.; Auer, S. | Conference Paper |
| 2017 | Towards an integrated graph algebra for graph pattern matching with gremlin
Thakkar, H.; Punjani, D.; Auer, S.; Vidal, M.-E. | Conference Paper |
| 2017 | Towards German Word Embeddings: A Use Case with Predictive Sentiment Analysis
Brito, Eduardo; Sifa, Rafet; Cvejowski, Kostadin; Ojeda, César; Bauckhage, Christian | Conference Paper |
| 2017 | TurtleEditor 2.0: A synchronized visual and text editor for RDF graphs
Similea, Alexandra; Petersen, Niklas; Lange, Christoph; Lohmann, Steffen | Conference Paper |
| 2017 | TurtleEditor: A web-based RDF editor to support distributed ontology development on repository hosting platforms
Petersen, Niklas; Similea, Alexandra; Lange, Christoph; Lohmann, Steffen; Bansal, Srividya; Chaves-Gattaz, Cristiane; Mertens, Robert; Persia, Fabio; Pilato, Giovanni; Zhang, Guigang | Journal Article |
| 2017 | Using echo state networks for cryptography
Ramamurthy, Rajkumar; Bauckhage, Christian; Buza, Krisztian; Wrobel, Stefan | Conference Paper |
| 2017 | Visual analysis of character and plot information extracted from narrative text
John, M.; Lohmann, S.; Koch, S.; Wörner, M.; Ertl, T. | Conference Paper |
| 2017 | Visual analysis of pressure in football
Andrienko, G.; Andrienko, N.; Budziak, G.; Dykes, J.; Fuchs, G.; Landesberger, T. von; Weber, H. | Journal Article |
| 2017 | Visual Analytics of Mobility and Transportation: State of the Art and Further Research Directions
Andrienko, G.; Andrienko, N.; Chen, W.; Maciejewski, R.; Zhao, Y. | Journal Article |
| 2017 | Visual patent trend analysis for informed decision making in technology management
Han, Q.; Heimerl, F.; Codina-Filba, J.; Lohmann, S.; Wanner, L.; Ertl, T. | Journal Article |
| 2017 | Visualization of delay uncertainty and its impact on train trip planning: A design study
Wunderlich, M.; Ballweg, K.; Fuchs, G.; Landesberger, T. von | Journal Article |
| 2017 | A vocabulary-independent generation framework for DBpedia and beyond
Meester, Ben de; Dimou, Anastasia; Maroy, Wouter; Kontokostas, Dimitris; Verborgh, Ruben; Lehmann, Jens; Mannens, Erik; Hellmann, Sebastian | Conference Paper |
| 2017 | Why good data analysts need to be critical synthesists. Determining the role of semantics in data analysis
Scheider, S.; Ostermann, F.O.; Adams, B. | Journal Article |
| 2017 | WOMBAT - a generalization approach for automatic link discovery
Sherif, M.A.; Ngonga Ngomo, A.-C.; Lehmann, J. | Conference Paper |
| 2017 | Zeitliche Alignierung von Audiodaten und Transkripten mit Abweichungen
Turzynski, Juliane
: Pörschmann, Christoph; Schmidt, Christoph Andreas | Master Thesis |
| 2017 | Zukunftsmarkt Künstliche Intelligenz. Potenziale und Anwendungen
Hecker, Dirk; Döbel, Inga; Petersen, Ulrike; Rauschert, André; Schmitz, Velina; Voss, Angelika | Study |
| 2016 | "How much?" is not enough: An analysis of open budget initiatives
Tygel, A.F.; Attard, J.; Orlandi, F.; Campos, M.L.M.; Auer, S. | Conference Paper |
| 2016 | 3D-Rekonstruktion mit einem omnidirektionalen Kamerasystem
Jestel, Christian
: Surmann, Hartmut; Worst, Rainer | Bachelor Thesis |
| 2016 | ACRyLIQ: Leveraging DBpedia for adaptive crowdsourcing in linked data quality assessment
Hassan, U. ul; Zaveri, A.; Marx, E.; Curry, E.; Lehmann, J. | Conference Paper |
| 2016 | Active and healthy ageing for Parkinson's disease patients' support: A user's perspective within the i-PROGNOSIS framework
Hadjidimitriou, Stelios; Charisis, Vasilios S.; Kyritsis, Kyritsis; Konstantinidis, Evdokimos I.; Delopoulos, Anastasios; Bamidis, Panagiotis D.; Bostantjopoulou, Sevasti; Rizos, Alexandra; Trivedi, Dhaval; Chaudhuri, Ray; Klingelhoefer, Lisa; Reichmann, Heinz; Wadoux, Julia; Craecker, Nathalie de; Karayiannis, Fotis; Fagerberg, Peter; Ioakeimidis, Ioannis; Stadtschnitzer, Michael; Esser, Alexander; Grammalidis, Nikolaos; Dimitropoulos, Kosmas; Dias, Sofia B.; Diniz, José A.; Silva, Hugo Plácido da; Lyberopoulos, George L.; Theodoropoulou, Eleni; Hadjileontiadis, Leontios J. | Conference Paper |
| 2016 | Alligator: A deductive approach for the integration of industry 4.0 standards
Grangel-Gonzalez, I.; Collarana, D.; Halilaj, L.; Lohmann, S.; Lange, C.; Vidal, M.-E.; Auer, S. | Conference Paper |
| 2016 | Ambient awareness for agricultural robotic vehicles
Reina, Giulio; Milella, Annalisa; Rouveure, Raphaël; Nielsen, Michael; Worst, Rainer; Blas, Morten R. | Journal Article |
| 2016 | Are linked datasets fit for open-domain question answering? A quality assessment
Thakkar, H.; Endris, K.M.; Gimenez-Garcia, J.M.; Debattista, J.; Lange, C.; Auer, S. | Conference Paper |
| 2016 | AskNow: A framework for natural language query formalization in SPARQL
Dubey, M.; Dasgupta, S.; Sharma, A.; Höffner, K.; Lehmann, J. | Conference Paper |
| 2016 | Big-Data-Geschäftsmodelle - die drei Seiten der Medaille
Hecker, Dirk; Koch, Daniel; Heydecke, Jörg; Werkmeister, Christoph | Journal Article |
| 2016 | BioVeL: A virtual laboratory for data analysis and modelling in biodiversity science and ecology
Hardisty, A.R.; Bacall, F.; Beard, N.; Balcázar-Vargas, M.-P.; Balech, B.; Barcza, Z.; Bourlat, S.J.; Giovanni, R.; Jong, Y.; Leo, F.; Dobor, L.; Donvito, G.; Fellows, D.; Guerra, A.F.; Ferreira, N.; Fetyukova, Y.; Fosso, B.; Giddy, J.; Goble, C.; Güntsch, A.; Haines, R.; Ernst, V.H.; Hettling, H.; Hidy, D.; Horváth, F.; Ittzés, D.; Ittzés, P.; Jones, A.; Kottmann, R.; Kulawik, R.; Leidenberger, S.; Lyytikäinen-Saarenmaa, P.; Mathew, C.; Morrison, N.; Nenadic, A.; Hidalga, A.N.; Obst, M.; Oostermeijer, G.; Paymal, E.; Pesole, G.; Pinto, S.; Poigné, A.; Fernandez, F.Q.; Santamaria, M.; Saarenmaa, H.; Sipos, G.; Sylla, K.-H.; Tähtinen, M.; Vicario, S.; Vos, R.A.; Williams, A.R.; Yilmaz, P. | Journal Article |
| 2016 | Cell phone image-based plant disease classification
Neumann, M.; Hallau, L.; Klatt, B.; Kersting, K.; Bauckhage, C. | Book Article |
| 2016 | Co-evolution of RDF datasets
Faisal, S.; Endris, K.M.; Shekarpour, S.; Auer, S.; Vidal, M.-E. | Conference Paper |
| 2016 | Collaborative authoring of OpenCourseWare: The best practices and complex solution
Tarasowa, D.; Auer, S. | Book Article |
| 2016 | Collective attention on the web
Bauckhage, C.; Kersting, K. | Book |
| 2016 | Communication-efficient distributed online learning with kernels
Kamp, M.; Bothe, S.; Boley, M.; Mock, M. | Conference Paper |
| 2016 | Complex event processing over streaming multi-cloud platforms - The FERARI approach. Demo
Flouris, I.; Manikaki, V.; Giatrakos, N.; Deligiannakis, A.; Garofalakis, M.; Mock, M.; Bothe, S.; Skarbovsky, I.; Fournier, F.; Štajcer, M.; Križan, T.; Yom-Tov, J.; Volarević, M. | Conference Paper |
| 2016 | Considering semantics on the discovery of relations in knowledge graphs
Traverso-Ribón, I.; Palma, G.; Flores, A.; Vidal, M.-E. | Conference Paper |
| 2016 | Coordinate transformations for characterization and cluster analysis of spatial configurations in football
Andrienko, G.; Andrienko, N.; Budziak, G.; Landesberger, T. von; Weber, H. | Conference Paper |
| 2016 | Critical information infrastructures security. 10th international conference, CRITIS 2015
: Rome, Erich (Hrsg.); Theocharidou, Marianthi (Hrsg.); Wolthusen, Stephen (Hrsg.) | Conference Proceedings |
| 2016 | CubeQA-question answering on RDF data cubes
Höffner, K.; Lehmann, J.; Usbeck, R. | Conference Paper |
| 2016 | Data driven governments: Creating value through open government data
Attard, Judie; Orlandi, Fabrizio; Auer, Sören; Kalisch, Dominik; Sobolevski, Stanislav; Anjomshoaa, Armin; Hung, Patrick | Book Article |
| 2016 | Data value networks: Enabling a new data ecosystem
Attard, Judie; Orlandi, Fabrizio; Auer, Sören | Conference Paper |
| 2016 | DBtrends: Publishing and benchmarking RDF ranking functions
Marx, E.; Zaveri, A.; Mohammed, M.; Rautenberg, S.; Lehmann, J.; Ngomo, A.-C.N.; Cheng, G. | Conference Paper |
| 2016 | Deployment of ground and aerial robots in earthquake-struck Amatrice in Italy (brief report)
Kruijff-Korbayova, I.; Freda, L.; Gianni, M.; Ntouskos, V.; Hlavac, V.; Kubelka, V.; Zimmermann, E.; Surmann, H.; Dulic, K.; Rottner, W.; Gissi, E. | Conference Paper |
| 2016 | Determining structural route components from GPS traces
Knapen, L.; Hartman, I.B.A.; Schulz, D.; Bellemans, T.; Janssens, D.; Wets, G. | Journal Article |
| 2016 | Distributed Vocabulary Development with Version Control Systems
Halilaj, Lavdim; Lohmann, Steffen; Mader, Christian; Auer, Sören | Conference Paper |
| 2016 | Editorial: Special issue on web data quality
Bizer, C.; Dong, L.; Ilyas, I.; Vidal, M.-E. | Editorial |
| 2016 | ENM components: A new set of web service-based workflow components for ecological niche modelling
Giovanni, R. de; Williams, A.R.; Ernst, V.H.; Kulawik, R.; Fernandez, F.Q.; Hardisty, A.R. | Journal Article |
| 2016 | Enterprise knowledge graphs: A backbone of linked enterprise data
Galkin, Michael; Auer, Sören; Scerri, Simon | Conference Paper |
| 2016 | Entwicklung eines Multi-Domain Sprachmodells für das Archivsystem des Westdeutschen Rundfunks
Turzynski, Juliane
: Pörschmann, Christoph; Schmidt, Christoph Andreas | Bachelor Thesis |
| 2016 | EULAide: Interpretation of end-user license agreements using ontology-based information extraction
Nejad, N.M.; Scerri, S.; Auer, S.; Sibarani, E.M. | Conference Paper |
| 2016 | Evaluation einer Audio Mining-Suche im Kontext der 'Social Connected TV'-Plattform
Simon, Tobias; Köhler, Joachim; Pagel, Sven | Conference Paper |
| 2016 | Exploring term networks for semantic search over RDF knowledge graphs
Marx, Edgard; Höffner, Konrad; Shekarpour, Saeedeh; Ngonga Ngomo, Axel-Cyrille; Lehmann, Jens; Auer, Sören | Conference Paper |
| 2016 | Extraction and visualization of TBox information from SPARQL endpoints
Weise, M.; Lohmann, S.; Haag, F. | Conference Paper |
| 2016 | Factorization techniques for longitudinal linked data
Karim, F.; Vidal, M.-E.; Auer, S. | Conference Paper |
| 2016 | Fast moving pedestrian detection based on motion segmentation and new motion features
Zhang, S.; Klein, D.A.; Bauckhage, C.; Cremers, A.B. | Journal Article |
| 2016 | Feeding the world with big data: Uncovering spectral characteristics and dynamics of stressed plants
Kersting, K.; Bauckhage, C.; Wahabzada, M.; Mahlein, A.-K.; Steiner, U.; Oerke, E.-C.; Römer, C.; Plümer, L. | Book Article |
| 2016 | FERARI: A prototype for complex event processing over streaming multi-cloud platforms
Flouris, I.; Manikaki, V.; Giatrakos, N.; Deligiannakis, A.; Garofalakis, M.; Mock, M.; Bothe, S.; Skarbovsky, I.; Fournier, F.; Štajcer, M.; Križan, T.; Yom-Tov, J.; Curin, T. | Conference Paper |
| 2016 | Fostering accessibility of OpenCourseWare with semantic technologies - a literature review
Elias, Mirette; Lohmann, Steffen; Auer, Sören | Conference Paper |
| 2016 | The Fraunhofer IAIS Audio Mining System: Current State and Future Directions
Stadtschnitzer, Michael; Schmidt, Christoph Andreas; Köhler, Joachim | Conference Paper |
| 2016 | FuhSen: A federated hybrid search engine for building a knowledge graph on-demand
Collarana, D.; Galkin, M.; Lange, C.; Grangel-Gonzalez, I.; Vidal, M.-E.; Auer, S. | Conference Paper |
| 2016 | FuhSen: A platform for federated, RDF-based hybrid search
Collarana, Diego; Lange, Christoph; Auer, Sören | Conference Paper |
| 2016 | GADES: A graph-based semantic similarity measure
Traverso, Ignacio; Vidal, Maria-Esther; Kämpgen, Benedikt; Sure-Vetter, York | Conference Paper |
| 2016 | GeoVisual analytics: Interactivity, dynamics, and scale
Andrienko, G.; Andrienko, N.; Dykes, J.; Kraak, M.J.; Robinson, A.; Schumann, H. | Journal Article |
| 2016 | Git4Voc: Collaborative vocabulary development based on git
Halilaj, Lavdim; Grangel-Gonzalez, Irlan; Coskun, Gökhan; Lohmann, Steffen; Auer, Sören | Journal Article |
| 2016 | Git4Voc: Git-Based Versioning for Collaborative Vocabulary Development
Halilaj, L.; Grangel-González, I.; Coskun, G.; Auer, S. | Conference Paper |
| 2016 | Guns and guardians: Comparative cluster analysis and behavioral profiling in destiny
Drachen, A.; Green, J.; Gray, C.; Harik, E.; Lu, P.; Sifa, R.; Klabjan, D. | Conference Paper |
| 2016 | Histograms of Stroke Widths for Multi-script Text Detection and Verification in Road Scenes
Valdenegro-Toro, M.; Plöger, P.; Eickeler, S.; Konya, I. | Journal Article |
| 2016 | How playstyles evolve: Progression analysis and profiling in Just Cause 2
Pirker, J.; Griesmayr, S.; Drachen, A.; Sifa, R. | Conference Paper |
| 2016 | Identifying and improving dataset references in social sciences full texts
Ghavimi, B.; Mayr, P.; Vahdati, S.; Lange, C. | Conference Paper |
| 2016 | Implementation of a live dialectal media subtitling system
Stadtschnitzer, Michael; Schmidt, Christoph Andreas | Conference Paper |
| 2016 | Industrial Data Space. Digital Souvereignity Over Data
Otto, Boris; Jürjens, Jan; Schon, Jochen; Auer, Sören; Menz, Nadja; Wenzel, Sven; Cirullies, Jan
: Cirullies, Jan (Redaktion) | Report |
| 2016 | Industrial Data Space. Digitale Souveränität über Daten
Otto, Boris; Jürjens, Jan; Schon, Jochen; Auer, Sören; Menz, Nadja; Wenzel, Sven; Cirullies, Jan
: Cirullies, Jan (Redaktion) | Report |
| 2016 | Innovative technologies as enabler for sorting of black plastics
Nüßler, Dirk; Gruna, R.; Brandt, C.; Küter, A.; Längle, T.; Kieninger, M.; Pohl, N. | Conference Paper |
| 2016 | INSIGHT: Dynamic traffic management using heterogeneous urban data
Panagiotou, N.; Zygouras, N.; Katakis, I.; Gunopulos, D.; Zacheilas, N.; Boutsis, I.; Kalogeraki, V.; Lynch, S.; O'Brien, B.; Kinane, D.; Mareček, J.; Yu, J.Y.; Verago, R.; Daly, E.; Piatkowski, N.; Liebig, T.; Bockermann, C.; Morik, K.; Schnitzler, F.; Weidlich, M.; Gal, A.; Mannor, S.; Stange, H.; Halft, W.; Andrienko, G. | Conference Paper |
| 2016 | An integrated modelling approach for spatial-aware federated simulation
Xie, J.; Kozik, R.; Flourenzou, N. | Conference Paper |
| 2016 | Integrating and inspecting combined behavioral profiling and social network models in Destiny
Rattinger, A.; Wallner, G.; Drachen, A.; Pirker, J.; Sifa, R. | Conference Paper |
| 2016 | Integration strategies for enterprise knowledge graphs
Galkin, M.; Auer, S.; Kim, H.; Scerri, S. | Conference Paper |
| 2016 | Interaction Optimization through Pen and Touch, Eye Tracking and Speech Control for the Multimodal Seismic Interpretation Workspace
Kemali, Mehmet Danyel
: Herder, Jens; Rilling, Stefan | Master Thesis |
| 2016 | An introduction to mechanized reasoning
Kerber, M.; Lange, C.; Rowat, C. | Journal Article |
| 2016 | Intuitive Erstellung von Störungsgeometrien in dreidimensionalen seismischen Volumendaten
Bender, Jan
: Fuhrmann, Arnulph; Rilling, Stefan | Bachelor Thesis |
| 2016 | K-Means clustering via the Frank-Wolfe algorithm
Bauckhage, C. | Conference Paper |
| 2016 | Klinische Studie zur Simulation, Planung und Kontrolle der Behandlung von Patienten mit malignen Lebertumoren (CLINICIMPPACT)
Eibisberger, M.; Schmerböck, B.; Portugaller, H.; Deutschmann, H.; Leber, B.; Moche, M.; Futterer, J.; Mariapan, P.; Pollari, M.; Kolesnik, M.; Vogelreiter, P.; Stiegler, P. | Journal Article |
| 2016 | Knowledge-driven scenario development for critical infrastructure protection
Xie, Jingquan; Theocharidou, Marianthi; Barbarin, Yohan | Conference Paper |
| 2016 | Language modeling using semantic web & neural networks
Bhardwaj, Pallavi | Master Thesis |
| 2016 | LD-VOWL: Extracting and visualizing schema information for linked data
Weise, Marc; Lohmann, Steffen; Haag, Florian | Conference Paper |
| 2016 | LDOW 2016, Linked Data on the Web. Online resource
: Auer, Sören; Berners-Lee, Tim; Bizer, Christian; Heath, Tom | Conference Proceedings, Online Ressource |
| 2016 | LDOW2016: 9th Workshop on Linked Data on the Web
Auer, S.; Heath, T.; Bizer, C.; Berners-Lee, T. | Conference Paper |
| 2016 | LDWPO - a lightweight ontology for linked data management
Rautenberg, S.; Ermilov, I.; Marx, E.; Auer, S. | Conference Paper |
| 2016 | Leveraging spatial abstraction in traffic analysis and forecasting with visual analytics
Andrienko, N.; Andrienko, G.; Rinzivillo, S. | Journal Article |
| 2016 | LIDAR and stereo combination for traversability assessment of off-road robotic vehicles
Reina, G.; Milella, A.; Worst, R. | Journal Article |
| 2016 | Ligand affinity prediction with multi-pattern kernels
Ullrich, K.; Mack, J.; Welke, P. | Conference Paper |
| 2016 | Ligand-based virtual screening with co-regularised support vector regression
Ullrich, K.; Kamp, M.; Gärtner, T.; Vogt, M.; Wrobel, S. | Conference Paper |
| 2016 | LITMUS: An open extensible framework for benchmarking RDF data management solutions
Thakkar, Harsh; Dubey, Mohnish; Sejdiu, Gezim; Ngonga Ngomo, Axel-Cyrille; Debattista, Jeremy; Lange, Christoph; Lehmann, Jens; Auer, Sören; Vidal, Maria-Esther | Paper |
| 2016 | LODStats: The data web census dataset
Ermilov, I.; Lehmann, J.; Martin, M.; Auer, S. | Conference Paper |
| 2016 | Luzzu - A framework for linked data quality assessment
Debattista, J.; Auer, S.; Lange, C. | Conference Paper |
| 2016 | Luzzu - A methodology and framework for linked data quality assessment
Debattista, J.; Auer, S.; Lange, C. | Journal Article |
| 2016 | Managing the complexity of critical infrastructures. A modelling and simulation approach
: Setola, Roberto; Rosato, Vittorio; Kyriakides, Elias; Rome, Erich | Scientific Anthology |
| 2016 | Mapping representations of speaker characteristics using deep learning
Tanuadji, Maureen | Master Thesis |
| 2016 | MapReduce vs. pipelining counting triangles
Pasarella, E.; Vidal, M.-E.; Zoltan, C. | Conference Paper |
| 2016 | Marktübersicht In-Memory-Systeme
Jacobs, Björn; Sylla, Karl-Heinz; Wohlfrom, Andreas; Kötter, Falko
: Hecker, Dirk (Hrsg.); Renner, Thomas (Hrsg.) | Study |
| 2016 | MEPDaW+LDQ Preface
Debattista, J.; Fernandez, J.D.; Knuth, M.; Kontokostas, D.; Rula, A.; Umbrich, J.; Zaveri, A. | Conference Paper |
| 2016 | Message from the VIS Paper Chairs and Guest Editors
Ahrens, J.; Andrienko, G.; Chen, M.; Lee, B.; Ma, K.-L.; Roerdink, J.; Tory, M.; Qu, H. | Journal Article |
| 2016 | Min-hashing for probabilistic frequent subtree feature spaces
Welke, P.; Horváth, T.; Wrobel, S. | Conference Paper |
| 2016 | Minimally invasive semantification of light weight service descriptions
Musyaffa, F.A.; Halilaj, L.; Siebes, R.; Orlandi, F.; Auer, S. | Conference Paper |
| 2016 | Mining data streams with dynamic confidence intervals
Trabold, D.; Horvath, T. | Conference Paper |
| 2016 | Mining Urban Data (Part B)
Andrienko, G.; Gunopulos, D.; Ioannidis, Y.; Kalogeraki, V.; Katakis, I.; Morik, K.; Verscheure, O. | Editorial |
| 2016 | Mobility graphs: Visual analysis of mass mobility dynamics via spatio-temporal graphs and clustering
Landesberger, T. von; Brodkorb, F.; Roskosch, P.; Andrienko, N.; Andrienko, G.; Kerren, A. | Journal Article |
| 2016 | Monitoring and automating factories using semantic models
Petersen, N.; Galkin, M.; Lange, C.; Lohmann, S.; Auer, S. | Conference Paper |
| 2016 | Non-negative matrix factorization for the near real-time interpretation of absorption effects in elemental distribution images acquired by X-ray fluorescence imaging
Alfeld, M.; Wahabzada, M.; Bauckhage, C.; Kersting, K.; Wellenreuther, G.; Barriobero-Vila, P.; Requena, G.; Boesenberg, U.; Falkenberg, G. | Journal Article |
| 2016 | Observations sur le cycle de vie des mèmes Internet
Bauckhage, C. | Book Article |
| 2016 | OntoBench: Generating custom OWL 2 benchmark ontologies
Link, V.; Lohmann, S.; Haag, F. | Conference Paper |
| 2016 | OpenAIRE LOD services: Scholarly Communication Data as Linked Data
Alexiou, Giorgos; Vahdati, Sahar; Lange, Christoph; Papastefanatos ,George; Lohmann, Steffen | Conference Paper |
| 2016 | Openresearch: Collaborative management of scholarly communication metadata
Vahdati, S.; Arndt, N.; Auer, S.; Lange, C. | Conference Paper |
| 2016 | Overview with details for exploring geo-located graphs on maps
Brodkorb, Felix; Kuijper, Arjan; Andrienko, Gennady; Andrienko, Natalia; Landesberger, Tatiana von | Journal Article |
| 2016 | The partial weighted set cover problem with applications to outlier detection and clustering
Bothe, S.; Horvath, T. | Conference Paper |
| 2016 | Performance enhancements for the detection of rectangular traffic signs
Pink, L.; Eickeler, S. | Conference Paper |
| 2016 | Plant phenotyping using probabilistic topic models: Uncovering the hyperspectral language of plants
Wahabzada, M.; Mahlein, A.-K.; Bauckhage, C.; Steiner, U.; Oerke, E.-C.; Kersting, K. | Journal Article |
| 2016 | Predicting player churn in destiny. A Hidden Markov models approach to predicting player departure in a major online game
Tamassia, M.; Raffe, W.; Sifa, R.; Drachen, A.; Zambetta, F.; Hitchens, M. | Conference Paper |
| 2016 | Predicting retention in sandbox games with tensor factorization-based representation learning
Sifa, Rafet; Srikanth, Sridev; Drachen, Anders; Ojeda, César; Bauckhage, Christian | Conference Paper |
| 2016 | Prediction of successful memory encoding based on single-trial rhinal and hippocampal phase information
Höhne, M.; Jahanbekam, A.; Bauckhage, C.; Axmacher, N.; Fell, J. | Journal Article |
| 2016 | Predictive uncertainty estimation of hydrological multi-model ensembles using pair-copula construction
Klein, B.; Meissner, D.; Kobialka, H.-U.; Reggiani, P. | Journal Article |
| 2016 | Preface
Rome, E.; Theocharidou, M.; Wolthusen, S. | Conference Paper |
| 2016 | Preface. Message from the paper chairs
Andrienko, G.; Liu, S.; Stasko, J. | Conference Paper |
| 2016 | A preliminary investigation towards improving linked data quality using distance-based outlier detection
Debattista, Jeremy; Lange, Christoph; Auer, Sören | Conference Paper |
| 2016 | Proactive prevention of false-positive conflicts in distributed ontology development
Halilaj, L.; Grangel-Gonzalez, I.; Vidal, M.-E.; Lohmann, S.; Auer, S. | Conference Paper |
| 2016 | Probabilistic frequent subtree kernels
Welke, P.; Horvath, T.; Wrobel, S. | Conference Paper |
| 2016 | Propagation kernels: Efficient graph kernels from propagated information
Neumann, M.; Garnett, R.; Bauckhage, C.; Kersting, K. | Journal Article |
| 2016 | Publish and Subscribe for RDF in Enterprise Value Networks
Frommhold, Marvin; Arndt, Natanael; Tramp, Sebastian; Petersen, Niklas | Conference Paper |
| 2016 | Qanary - the fast track to creating a question answering system with linked data technology
Singh, K.; Both, A.; Diefenbach, D.; Shekarpour, S.; Cherix, D.; Lange, C. | Conference Paper |
| 2016 | Qanary - A methodology for vocabulary-driven open question answering systems
Both, A.; Diefenbach, D.; Singh, K.; Shekarpour, S.; Cherix, D.; Lange, C. | Conference Paper |
| 2016 | Quality assessment for Linked Data: A survey
Zaveri, A.; Rula, A.; Maurino, A.; Pietrobon, R.; Lehmann, J.; Auer, S. | Journal Article |
| 2016 | Question Answering on Linked Data: Challenges and Future Directions
Shekarpour, Saeedeh; Lukovnikov, Denis; Jaya Kumar, Ashwini; Endris, Kemele M.; Singh, Kuldeep; Thakkar, Harsh; Lange, Christoph | Conference Paper |
| 2016 | An RDF-based approach for implementing industry 4.0 components with Administration Shells
Grangel-Gonzalez, I.; Halilaj, L.; Auer, S.; Lohmann, S.; Lange, C.; Collarana, D. | Conference Paper |
| 2016 | Richard: Towards a dialogue system supporting automatic event identification
Jiang, Y.; Dong, T.; Cremers, A.B.; Köhler, J. | Conference Paper |
| 2016 | Scalable and privacy-respectful interactive discovery of place semantics from human mobility traces
Andrienko, N.; Andrienko, G.; Fuchs, G.; Jankowski, P. | Journal Article |
| 2016 | SCORVoc: Vocabulary-Based Information Integration and Exchange in Supply Networks
Petersen, N.; Grangel-Gonzalez, I.; Coskun, G.; Auer, S.; Frommhold, M.; Tramp, S.; Lefrancois, M.; Zimmermann, A. | Conference Paper |
| 2016 | Selbstlokalisation eines Mikroflugsystems mit Laserscannern zur 3D-Kartierung von Innenräumen
Knipp, Kalle
: Joppich, Wolfgang; Rothe, Irene | Bachelor Thesis |
| 2016 | Semantic publishing challenge - assessing the quality of scientific output in its ecosystem
Dimou, A.; Iorio, A. di; Lange, C.; Vahdati, S. | Conference Paper |
| 2016 | Semantic Publishing Challenge: Bootstrapping a Value Chain for Scientific Data
Vahdati, Sahar; Dimou, Anastasia; Lange, Christoph; Iorio, Angelo di | Conference Paper |
| 2016 | A semi-automatic approach for detecting dataset references in social science texts
Ghavimi, B.; Mayr, P.; Lange, C.; Vahdati, S.; Auer, S. | Journal Article |
| 2016 | Sorting of black plastics using statistical pattern recognition on terahertz frequency domain data
Brandt, C.; Kieninger, M.; Negara, Christian; Gruna, Robin; Längle, Thomas; Küter, A.; Nüßler, D. | Conference Paper |
| 2016 | Spatial-aware iterative integration of crisis management information systems
Sojeva, Betim; Xie, Jingquan | Conference Paper |
| 2016 | Strukturbasierte Registrierung von Kamera-Laser-Punktwolken
Berninger, Nils Axel Georg
: Surmann, Hartmut (Prüfer); Worst, Rainer (Prüfer) | Master Thesis |
| 2016 | Studying Dynamics of User Behavior. Heterocedastic Time Series Forecasting and Clustering of Inhomogeneous Poisson Process
Cvejoski, Kostadin
: Bauckhage, Christian; Wrobel, Stefan | Master Thesis |
| 2016 | Stylized facts for mobile game analytics
Drachen, A.; Ross, N.; Runge, J.; Sifa, R. | Conference Paper |
| 2016 | Towards a common description vocabulary for industrial datasets
Mader, Christian; Lohmann, Steffen; Auer, Sören | Conference Paper |
| 2016 | Towards a Message-Driven Vocabulary for Promoting the Interoperability of Question Answering Systems
Singh, K.; Both, A.; Diefenbach, D.; Shekarpour, S. | Conference Paper |
| 2016 | Towards a semantic administrative shell for industry 4.0 components
Grangel-Gonzalez, Irlan; Halilaj, Lavdim; Coskun, Gökhan; Auer, Sören; Collarana, Diego; Hoffmeister, Michael | Conference Paper |
| 2016 | Towards a Smart Data Repository for the SDIL
Poxrucker, Andreas; Mader, Christian; Hevesi, Peter; Halilaj, Lavdim; Lohmann, Steffen; Lukowicz, Paul; Auer, Sören | Conference Paper |
| 2016 | Towards an ontology-based representation of accessibility profiles for learners
Elias, M.; Lohmann, S.; Auer, S. | Conference Paper |
| 2016 | Towards Cleaning-Up Open Data Portals: A Metadata Reconciliation Approach
Tygel, A.; Auer, S.; Debattista, J.; Orlandi, F.; Machado Campos, M.L. | Conference Paper |
| 2016 | Towards federated, semantics-based supply chain analytics
Petersen, N.; Lange, C.; Auer, S.; Frommhold, M.; Tramp, S. | Conference Paper |
| 2016 | Towards semantification of big data technology
Mami, M.N.; Scerri, S.; Auer, S.; Vidal, M.-E. | Conference Paper |
| 2016 | Towards SPARQL-based induction for large-scale RDF data sets
Bin, S.; Bühmann, L.; Lehmann, J.; Ngomo, A.-C.N. | Conference Paper |
| 2016 | Towards versioning of arbitrary RDF data
Frommhold, Marvin; Piris, Rubén Navarro; Arndt, Natanael; Tramp, Sebastian; Petersen, Niklas; Martin, Michael | Conference Paper |
| 2016 | TurtleEditor: An ontology-aware web-editor for collaborative ontology development
Petersen, Niklas; Coskun, Gökhan; Lange, Christoph | Conference Paper |
| 2016 | Understanding movement data quality
Andrienko, G.; Andrienko, N.; Fuchs, G. | Journal Article |
| 2016 | The use of what-if analysis to improve the management of crisis situations
Rome, Erich; Doll, Thomas; Rilling, Stefan; Sojeva, Betim; Voss, Norman; Xie, Jingquan | Book Article |
| 2016 | Value Creation on Open Government Data
Attard, J.; Orlandi, F.; Auer, S. | Conference Paper |
| 2016 | Variable attention and variable noise: Forecasting user activity
Ojeda, C.; Cvejoski, K.; Sifa, R.; Bauckhage, C. | Conference Paper |
| 2016 | Visual monitoring of process runs: An application study for stored procedures
Meyer, M.; Beck, F.; Lohmann, S. | Conference Paper |
| 2016 | VoCol: An integrated environment to support version-controlled vocabulary development
Halilaj, L.; Petersen, N.; Grangel-Gonzalez, I.; Lange, C.; Auer, S.; Coskun, G.; Lohmann, S. | Conference Paper |
| 2016 | WDAqua. Answering questions using web data
Lytra, Ioanna; Vidal, Maria-Esther; Lange, Christoph; Auer, Sören | Conference Paper |
| 2016 | Welcher Roboter ist der klügste?
Tempelhoff, A.; Leimbach, T.; Jost, B. | Journal Article |
| 2016 | Workflow for Automatic i-Vector based Speaker Identification on German Parliament Speakers
Åkermark, Gunnar
: Kraetzschmar, G.K.; Plöger, P.; Stein, D. | Master Thesis |