Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
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
2021CLEP: 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
2021Constructing 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
2021Grundlagen des Maschinellen Lernens
Bauckhage, Christian; Hübner, Wolfgang; Hug, Ronny; Paaß, Gerhard; Rüping, Stefan
Book Article
2021Human 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
2021Improving Grapheme-to-Phoneme Conversion for Anglicisms in German Speech Recognition
Pritzen, Julia Maria
: Zühlke, Dietlind; Gref, Michael
Master Thesis
2021Inspect, 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
Report
2021Lessons Learned on Conducting Dwelling Detection on VHR Satellite Imagery for the Management of Humanitarian Operations
Wickert, Lorenz; Bogen, Manfred; Richter, Marvin
Journal Article
2021New active learning algorithms for near-infrared spectroscopy in agricultural applications
Krause, Julius; Günder, Maurice; Schulz, Daniel; Gruna, Robin
Journal Article
2021A Novel Regression Loss for Non-Parametric Uncertainty Optimization
Sicking, Joachim; Akila, Maram; Pintz, Maximilian; Wirtz, Tim; Fischer, Asja; Wrobel, Stefan
Conference Paper
2021tanh Neurons are Bayesian Decision Makers
Bauckhage, Christian; Sifa, Rafet; Hecker, Dirk
Conference Paper
2021Tiefe neuronale Netze
Bauckhage, Christian; Hübner, Wolfgang; Hug, Ronny; Paaß, G.
Book Article
2021Towards holistic Entity Linking: Survey and directions
Oliveira, I.L.; Fileto, R.; Speck, R.; Garcia, L.P.F.; Moussallem, D.; Lehmann, J.
Journal Article
2021Vertrauenswürdiges, transparentes und robustes Maschinelles Lernen
Bauckhage, Christian; Fürnkranz, Johannes; Paaß, Gerhard
Book Article
2020Accessibility 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
2020Adiabatic Quantum Computing for Max-Sum Diversification
Bauckhage, Christian; Sifa, Rafet; Wrobel, Stefan
Conference Paper
2020Advanced 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
2020Aligning Subjective Ratings in Clinical Decision Making
Pick, Annika; Ginzel, Sebastian; Rüping, Stefan; Sander, Jil; Foldenauer, Ann Christina; Köhm, Michaela
Conference Paper
2020Applying 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
2020An 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
2020Die ARD Mining-Plattform
Maroni, Dirk; Köhler, Joachim; Fisseler, J.; Becker, Sven
Journal Article
2020Assisting 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
2020Atlas 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
2020Bayesian Optimization for Min Max Optimization
Weichert, Dorina; Kister, A.
Presentation
2020Big Data Analytics for Time-Critical Mobility Forecasting
: Vouros, G.A. (Ed.); Andrienko, G. (Ed.); Doulkeridis, C. (Ed.); Pelekis, N. (Ed.); Artikis, A. (Ed.); Jousselme, A. (Ed.); Ray, C. (Ed.); Cordero, J M. (Ed.); Scarlatti, D. (Ed.)
Book
2020Big 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
2020The Channel as a Traffic Sensor: Vehicle Detection and Classification Based on Radio Fingerprinting
Sliwa, B.; Piatkowski, N.; Wietfeld, C.
Journal Article
2020Characteristics of Monte Carlo Dropout in Wide Neural Networks
Sicking, Joachim; Akila, Maram; Wirtz, Tim; Houben, Sebastian; Fischer, Asja
Report
2020Climate 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
2020The CLIN30 Shared Task: Have-doubling in Historical Varieties of Dutch
Schraagen, Marijn; Wall, Joanna; Brito, Eduardo
Journal Article
2020A Clustering Backed Deep Learning Approach for Document Layout Analysis
Agombar, R.; Luebbering, M.; Sifa, R.
Conference Paper
2020Combining 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
2020A Community Detection Based Approach for Exploring Patterns in Player Reviews
Pielka, Maren; Sifa, Rafet; Ramamurthy, Rajkumar; Ojeda, César; Bauckhage, Christian
Conference Paper
2020Context-based entity matching for big data
Tasnim, M.; Collarana, D.; Graux, D.; Vidal, M.-E.
Book Article
2020Cross-Administration Comparative Analysis of Open Fiscal Data
Musyaffa, Fathoni A.; Lehmann, Jens; Jabeen, Hajira
Conference Paper
2020DenseHMM: Learning Hidden Markov Models by Learning Dense Representations
Sicking, Joachim; Pintz, Maximilian; Akila, Maram; Wirtz, Tim
Conference Paper
2020Departamento de Nosotros: How machine translated corpora affects language models in MRC tasks
Khvalchik, M.; Galkin, M.
Conference Paper
2020DESICOM as Metaheuristic Search
Sifa, Rafet
Conference Paper
2020Deutsche 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
2020Discovering Object-centric Petri Nets
Aalst, W.M.P. van der; Berti, A.
Journal Article
2020Distributed generative modelling with sub-linear communication overhead
Piatkowski, N.
Conference Paper
2020Dwelling Detection on VHR Satellite Imagery of Refugee Camps Using a Faster R-CNN
Wickert, Lorenz; Bogen, Manfred; Richter, Marvin
Conference Paper
2020Effective approximation of parametrized closure systems over transactional data streams
Trabold, Daniel; Horváth, Tamás; Wrobel, Stefan
Journal Article
2020Embedding-Based Recommendations on Scholarly Knowledge Graphs
Nayyeri, M.; Vahdati, S.; Zhou, X.; Shariat Yazdi, H.; Lehmann, J.
Conference Paper
2020Establishing a Strong Baseline for Privacy Policy Classification
Mousavi Nejad, N.; Jabat, P.; Nedelchev, R.; Scerri, S.; Graux, D.
Conference Paper
2020Exact local correlations in kicked chains
Gutkin, Boris; Braun, Petr; Akila, Maram; Waltner, Daniel; Guhr, Thomas
Journal Article
2020Explorations in Quantum Neural Networks with Intermediate Measurements
Franken, Lukas; Georgiev, Bogdan
Conference Paper
2020Fraunhofer 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
2020Fraunhofer IAIS IoT Programming Language NEPO® in the Open Roberta® Lab
Leimbach, Thorsten; Tomala, Daria
Journal Article
2020From 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
2020Fusing Multi-label Classification and Semantic Tagging
Kindermann, Jörg; Beckh, Katharina
Conference Paper
2020Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
Nanni, Mirco; Andrienko, Gennady; Barabási, Albert-László et al.
Report
2020Give 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
2020Guide 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
2020Guided Reinforcement Learning via Sequence Learning
Ramamurthy, Rajkumar; Sifa, Rafet; Lübbering, Max; Bauckhage, Christian
Conference Paper
2020Hopfield Networks for Vector Quantization
Bauckhage, Christian; Ramamurthy, Rajkumar; Sifa, Rafet
Conference Paper
2020HOPS: Probabilistic Subtree Mining for Small and Large Graphs
Welke, P.; Seiffarth, F.; Kamp, M.; Wrobel, S.
Conference Paper
2020Hybrid 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
2020Improving a Branch-and-Bound Approach for the Degree-Constrained Minimum Spanning Tree Problem with LKH
Thiessen, M.; Quesada, L.; Brown, K.N.
Conference Paper
2020Improving access to science for social good
Ali, M.; Vahdati, S.; Singh, S.; Dasgupta, S.; Lehmann, J.
Conference Paper
2020Informed 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
Report
2020Innovative 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
2020Innovative 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
2020Interactive Assigning of Conference Sessions with Visualization and Topic Modeling
Han, Y.; Wang, Z.; Chen, S.; Li, G.; Zhang, X.; Yuan, X.
Conference Paper
2020The 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
2020Interpretable Topic Extraction and Word Embedding Learning Using Row-Stochastic DEDICOM
Hillebrand, L.; Biesner, D.; Bauckhage, C.; Sifa, R.
Conference Paper
2020IOTA: Interlinking of heterogeneous multilingual open fiscal DaTA
Musyaffa, F.A.; Vidal, M.-E.; Orlandi, F.; Lehmann, J.; Jabeen, H.
Journal Article
2020IQA: Interactive query construction in semantic question answering systems
Zafar, H.; Dubey, M.; Lehmann, J.; Demidova, E.
Journal Article
2020A Knowledge Graph for Industry 4.0
Bader, Sebastian R.; Grangel-Gonzalez, Irlan; Nanjappa, Priyanka; Vidal, Maria-Esther; Maleshkova, Maria
Conference Paper
2020Künstliche Intelligenz im Krankenhaus: Potenziale und Herausforderungen - Eine Fallstudie im Bereich der Notfallversorgung
Antweiler, Dario; Beckh, Katharina; Sander, Jil; Rüping, Stefan
Study
2020Künstliche Intelligenz. Was steckt hinter der Technologie der Zukunft?
Paaß, Gerhard; Hecker, Dirk
Book
2020LDA 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
2020Learning a lightweight representation: First step towards automatic detection of multidimensional relationships between ideas
Khiat, A.
Conference Paper
2020Let 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
2020Leveraging 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
2020LIMITS: Lightweight Machine Learning for IoT Systems with Resource Limitations
Sliwa, B.; Piatkowski, N.; Wietfeld, C.
Conference Paper
2020Linking physicians to medical research results via knowledge graph embeddings and twitter
Sadeghi, A.; Lehmann, J.
Conference Paper
2020Matching biodiversity and ecology ontologies: Challenges and evaluation results
Karam, Naouel; Khiat, Abderrahmane; Algergawy, Alsayed; Sattler, Melanie; Weiland, Claus; Schmidt, Marco
Journal Article
2020Matrix- and Tensor Factorization for Game Content Recommendation
Sifa, Rafet; Yawar, Raheel; Ramamurthy, Rajkumar; Bauckhage, Christian; Kersting, Kristian
Journal Article
2020Maximal Closed Set and Half-Space Separations in Finite Closure Systems
Seiffarth, Florian; Horváth, Támas; Wrobel, Stefan
Conference Paper
2020Method and device for determining deformation of an object
Baumann, Daniel; Möller, Ronja; Vonolfen, Wolfgang; Hecker, Dirk; Bauckhage, Christian
Patent
2020Mining Frequent Itemsets from Transactional Data Streams with Probabilistic Error Bounds
Trabold, Daniel
: Wrobel, Stefan; Bauckhage, Christian
Dissertation
2020Motion 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
2020Multi-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
2020NAT: Noise-Aware Training for Robust Neural Sequence Labeling
Namysl, Marcin; Behnke, Sven; Köhler, Joachim
Conference Paper
2020A 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
2020No 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
2020No 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
2020Novelty Discovery with Kernel Minimum Enclosing Balls
Sifa, Rafet; Bauckhage, Christian
Conference Paper
2020Novelty-Guided Reinforcement Learning via Encoded Behaviors
Ramamurthy, R.; Sifa, R.; Lübbering, M.; Bauckhage, C.
Conference Paper
2020On Learning a Control System without Continuous Feedback
Angelov, Georgi; Georgiev, Bogdan
Conference Paper
2020Ontology Design for Pharmaceutical Research Outcomes
Say, Z.; Fathalla, S.; Vahdati, S.; Lehmann, J.; Auer, S.
Conference Paper
2020Optimal Probabilistic Classification in Active Class Selection
Bunse, Mirco; Weichert, Dorina; Kister, Alexander; Morik, Katharina
Conference Paper
2020Orthogonal Compaction: Turn-Regularity, Complete Extensions, and their Common Concept
Esser, Alexander M.
Conference Paper
2020Patterns and Outliers in Temporal Point Processes
Ojeda, César; Cvejoski, Kostadin; Sifa, Rafet; Schücker, Jannis; Bauckhage, Christian
Conference Paper
2020PNEL: Pointer Network Based End-To-End Entity Linking over Knowledge Graphs
Banerjee, Debayan; Chaudhuri, Debanjan; Dubey, Mohnish; Lehmann, Jens
Conference Paper
2020Polyhedral Billiards, Eigenfunction Concentration and Almost Periodic Control
Cekic, M.; Georgiev, B.; Mukherjee, M.
Journal Article
2020Problem Solving with Hopfield Networks and Adiabatic Quantum Computing
Bauckhage, C.; Sanchez, R.; Sifa, R.
Conference Paper
2020Qualität, Konformitätsbewertung und Zertifizierung
Poretschkin, Maximilian; Loevenich, Daniel et al.
Book Article
2020Quality evaluation of open educational resources
Elias, M.; Oelen, A.; Tavakoli, M.; Kismihok, G.; Auer, S.
Conference Paper
2020Quality prediction of open educational resources a metadata-based approach
Tavakoli, M.; Elias, M.; Kismihok, G.; Auer, S.
Conference Paper
2020Quantum 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
2020R-Map: A Map metaphor for visualizing information reposting process in social media
Chen, S.; Li, S.; Chen, S.; Yuan, X.
Journal Article
2020Recurrent Point Review Models
Cvejoski, K.; Sanchez, R.J.; Georgiev, B.; Bauckhage, C.; Ojeda, C.
Conference Paper
2020Replication 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
2020Results 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
2020Retention 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
2020Revisiting 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
2020Schema-agnostic SPARQL-driven faceted search benchmark generation
Stadler, C.; Bin, S.; Wenige, L.; Bühmann, L.; Lehmann, J.
Journal Article
2020SCODIS: Job advert-derived time series for high-demand skillset discovery and prediction
Sibarani, E.M.; Scerri, S.
Conference Paper
2020Semantic Representation of Physics Research Data
Say, Aysegul; Fathalla, Said; Vahdati, Sahar; Lehmann, Jens; Auer, Sören
Conference Paper
2020Semantics-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
2020Shells within Minimum Enclosing Balls
Bauckhage, Christian; Bortz, Michael; Sifa, Rafet
Conference Paper
2020Smart Services in the Physical World: Digital Twins
Stojanovic, Ljiljana; Bader, Sebastian R.
Book Article
2020SOLIOT - Decentralized data control and interactions for IoT
Bader, Sebastian R.; Maleshkova, Maria
Journal Article
2020Spatio-temporal visual analytics: a vision for 2020s
Andrienko, Natalia; Andrienko, Gennady
Journal Article
2020Supporting 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
2020Supporting the management of humanitarian operations concerning migration movements with remote sensing
Wickert, L.; Bogen, M.; Richter, M.
Conference Paper
2020Systematic 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
2020Temporal Knowledge Graph Completion Based on Time Series Gaussian Embedding
Xu, Chenjin; Nayyeri, Mojtaba; Alkhoury, Fouad; Yazdi, Hamed; Lehmann, Jens
Conference Paper
2020Towards 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
2020Towards Complex Question Answering over Knowledge Graphs
Dubey, Mohnish
Dissertation
2020Towards integrated data control for digital twins in industry 4.0
Bader, S.R.; Maleshkova, M.
Conference Paper
2020Towards the creation of a threat intelligence framework for maritime infrastructures
Pitropakis, N.; Logothetis, M.; Andrienko, G.; Stefanatos, J.; Karapistoli, E.; Lambrinoudakis, C.
Conference Paper
2020Training multimodal systems for classification with multiple objectives
Armitage, J.; Thakur, S.; Tripathi, R.; Lehmann, J.; Maleshkova, M.
Conference Paper
2020Unveiling 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
2020Using Automatic Speech Recognition in Spoken Corpus Curation
Gorisch, Jan; Gref, Michael; Schmidt, Thomas
Conference Paper
2020Using 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
2020VASABI: 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
2020Visual Analysis of Place Connectedness by Public Transport
Andrienko, Natalia; Andrienko, Gennady; Patterson, Fabian; Stange, Hendrik
Journal Article
2020Visual Analytics for Data Scientists
Andrienko, Natalia; Andrienko, Gennady; Fuchs, Georg; Slingsby, Aidan; Turkay, Cagatay; Wrobel, Stefan
Book
2020Visual 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
2020VoColReg: A registry for supporting distributed ontology development using version control systems
Khiat, A.; Halilaj, L.; Hemid, A.; Lohmann, S.
Conference Paper
2020VQuAnDa: Verbalization QUestion ANswering DAtaset
Kacupaj, E.; Zafar, H.; Lehmann, J.; Maleshkova, M.
Conference Paper
2020Zertifizierung von KI-Systemen
Heesen, Jessica; Müller-Quade, Jörn; Wrobel, Stefan; Poretschkin, Maximilian
Study
2020Zertifizierung von KI-Systemen. Kompass für die Entwicklung und Anwendung vertrauenswürdiger KI-Systeme
Heesen, Jessica; Müller-Quade, Jörn; Wrobel, Stefan; Poretschkin, Maximilian
Report
2020Zukunftssichere Lösungen für maschinelles Lernen
Beck, Niklas; Martens, Claudio; Sylla, Karl-Heinz; Wegener, Dennis; Zimmermann, Alexander
Report
2019Analysis of flight variability: A systematic approach
Andrienko, N.; Andrienko, G.; Garcia, J.M.C.; Scarlatti, D.
Journal Article
2019Applications 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
2019Approaching Neural Network Uncertainty Realism
Sicking, Joachim; Kister, Alexander; Fahrland, Matthias; Eickeler, Stefan; Hüger, Fabian; Rüping, Stefan; Schlicht, Peter; Wirtz, Tim
Conference Paper
2019Artificial 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
2019Audio Mining. Advanced Speech Analytics for Oral History
Leh, Almut; Gref, Michael; Köhler, Joachim
Journal Article, Conference Paper
2019Automatic Sentence Generation Using Generative Adversarial Neural Networks
Ovchinnikova, Evgeniya
: Plöger, Paul; Kraetzschmar, Gerhard
Master Thesis
2019Beyond 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
2019Big Data in Gesundheitswesen und Medizin
Rüping, Stefan; Sander, Jil
Book Article
2019Big Data, IOT und Machine Learning - Neue Perspektiven für Lastdaten und Schadensvorhersagen
Tiesler, H.; Messmer, M.; Paul, N.; Sicking, J.
Conference Paper
2019BioKEEN: a library for learning and evaluating biological knowledge graph embeddings
Ali, M.; Hoyt, C.T.; Domingo-Fernandez, D.; Lehmann, J.; Jabeen, H.
Journal Article
2019Clustering Pipelines of Large RDF POI Data
Dadwal, R.; Graux, D.; Sejdiu, G.; Jabeen, H.; Lehmann, J.
Conference Paper
2019Co-operating with Municipal Partners on Indicator Identification and Data Acquisition
Ullrich, Oliver; Bogen, Manfred; Lückerath, Daniel; Rome, Erich
Journal Article
2019Cognitive Systems and Robotics
Bauckhage, Christian; Bauernhansl, Thomas; Beyerer, Jürgen; Garcke, Jochen
Book Article
2019COMET: A Contextualized Molecule-Based Matching Technique
Tasnim, Mayesha; Collarana, Diego; Graux, Damien; Galkin, Mikhail; Vidal, Maria-Esther
Conference Paper
2019Complex query augmentation for question answering over knowledge graphs
Abdelkawi, A.; Zafar, H.; Maleshkova, M.; Lehmann, J.
Conference Paper
2019Computing Character-level Word Embeddings from a Neural Language Model capturing Lexical Relationships
Natious, Livin
Master Thesis
2019A 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
2019COPE: Interactive exploration of co-occurrence patterns in spatial time series
Li, J.; Chen, S.; Zhang, K.; Andrienko, G.; Andrienko, N.
Journal Article
2019Data Farming Services: Micro-Services for Facilitating Data Farming in Nato
Huber, Daniel; Horne, Gary; Kallfass, Daniel; Hodicky, Jan; Reus, Nico de
Conference Paper
2019Data 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
2019The 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
2019DBpedia FlexiFusion the Best of Wikipedia > Wikidata > Your Data
Frey, J.; Hofer, M.; Obraczka, D.; Lehmann, J.; Hellmann, S.
Conference Paper
2019Deep query ranking for question answering over knowledge bases
Zafar, H.; Napolitano, G.; Lehmann, J.
Conference Paper
2019Demonstration of a customizable representation model for graph-based visualizations of ontologies - GIzMO
Wiens, V.; Galkin, M.; Lohmann, S.; Auer, S.
Conference Paper
2019Dwelling Detection on VHR satellite imagery of Refugee/ IDP Camps using Faster R-CNN
Wickert, Lorenz
: Fuhrmann, Arnulph; Bogen, Manfred
Bachelor Thesis
2019Echo State Networks for Named Entity Recognition
Ramamurthy, Rajkumar; Stenzel, Robin; Sifa, Rafet; Ladi, Anna; Bauckhage, Christian
Conference Paper
2019Effcient Decentralized Deep Learning by Dynamic Model Averaging
Kamp, Michael; Adilova, Linara; Sicking, Joachim; Hüger, Fabian; Schlicht, Peter; Wirtz, Tim; Wrobel, Stefan
Conference Paper
2019Efficient, lexicon-free OCR using deep learning
Namysl, M.; Konya, I.
Conference Paper
2019Equivalence of Turn-Regularity and Complete Extensions
Esser, Alexander
Conference Paper
2019Evaluation of metadata representations in RDF stores
Frey, J.; Müller, K.; Hellmann, S.; Rahm, E.; Vidal, M.-E.
Journal Article
2019Evaluation von Ansätzen zur skalierten Ausführung von workflowbasierten Anwendungen am Beispiel einer Audio-Mining Anwendung
Luhmer, David
Master Thesis
2019EVENTSKG: A 5-Star Dataset of Top-ranked Events in Eight Computer Science Communities
Fathalla, Said; Lange, Christoph; Auer, Soeren
Conference Paper
2019EvoChef: Show me what to cook! Artificial evolution of culinary arts
Jabeen, H.; Tahara, N.; Lehmann, J.
Conference Paper
2019Fracking and metaphor: Analysing newspaper discourse in the USA, Australia and the United Kingdom
Cotton, M.; Barkemeyer, R.; Renzi, B.G.; Napolitano, G.
Journal Article
2019Fraunhofer Big Data and Artificial Intelligence Alliance
Wrobel, Stefan; Hecker, Dirk
Book Article
2019From Monolingual to Multilingual Ontologies: The Role of Cross-Lingual Ontology Enrichment
Ibrahim, S.; Fathalla, S.; Shariat Yazdi, H.; Lehmann, J.; Jabeen, H.
Conference Paper
2019Generalization of SELU to CNN
Ha, Bach
: Plöger, Paul G.; Kraetzschmar, Gerhard K.; Zimmermann, Florian
Master Thesis
2019Generating an Evolving Skills Network from Job Adverts for High-Demand Skillset Discovery
Sibarani, E.M.; Scerri, S.
Conference Paper
2019GizMO - A customizable representation model for graph-based visualizations of ontologies
Wiens, V.; Lohmann, S.; Auer, S.
Conference Paper
2019Histogram-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
2019How 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
2019The hubs and authorities transaction network analysis using the SANSA framework
Sui, D.; Sejdiu, G.; Graux, D.; Lehmann, J.
Conference Paper
2019A Human-friendly Query Generation Frontend for a Scientific Events Knowledge Graph
Fathalla, Said; Lange, Christoph; Auer, Soeren
Conference Paper
2019A 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
2019Imposing 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
2019Improving Word Embeddings Using Kernel PCA
Gupta, Vishwani; Giesselbach, Sven; Rüping, Stefan; Bauckhage, Christian
Conference Paper
2019Incorporating Joint Embeddings into Goal-Oriented Dialogues with Multi-task Learning
Kassawat, Firas; Chaudhuri, Debanjan; Lehmann, Jens
Conference Paper
2019Informed Machine Learning for Industry
Bauckhage, Christian; Schulz, Daniel; Hecker, Dirk
Journal Article
2019Inside 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
2019Interaction Network Analysis Using Semantic Similarity Based on Translation Embeddings
Bajwa, Awais Manzoor; Collarana, Diego; Vidal, Maria-Esther
Conference Paper
2019International Data Spaces. Reference architecture for the digitization of industries
Otto, Boris; Ten Hompel, Michael; Wrobel, Stefan
Book Article
2019Introducing noise in decentralized training of neural networks
Adilova, L.; Paul, N.; Schlicht, P.
Conference Paper
2019IVAVIA: 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
2019Joint Selection of Central and Extremal Prototypes Based on Kernel Minimum Enclosing Balls
Bauckhage, Christian; Sifa, Rafet
Conference Paper
2019The 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
2019Künstliche Intelligenz
Bauckhage, Christian
Book Article
2019LC-QuAD 2.0: A Large Dataset for Complex Question Answering over Wikidata and DBpedia
Dubey, M.; Banerjee, D.; Abdelkawi, A.; Lehmann, J.
Conference Paper
2019Learning 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
2019Leveraging Domain Knowledge for Reinforcement Learning using MMC Architectures
Ramamurthy, Rajkumar; Bauckhage, Christian; Sifa, Rafet; Schücker, Jannis; Wrobel, Stefan
Conference Paper
2019Max-Sum Dispersion via Quantum Annealing
Bauckhage, Christian; Sifa, Rafet; Hecker, Dirk; Wrobel, Stefan
Conference Paper
2019Microbenchmarks for question answering systems using QAldGeN
Mehmood, Q.; Nadgeri, A.; Saleem, M.; Singh, K.; Ngomo, A.-C.N.; Lehmann, J.
Conference Paper
2019Mining Tree Patterns with Partially Injective Homomorphisms
Schulz, Till Hendrik; Horvath, Tamas; Welke, Pascal; Wrobel, Stefan
Conference Paper
2019Natural language processing: Speaker, language, and gender identification with LSTM
Nammous, M.K.; Saeed, K.
Conference Paper
2019A 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
2019Noise Reduction in Distant Supervision for Relation Extraction Using Probabilistic Soft Logic
Kirsch, Birgit; Niyazova, Zamira; Mock, Michael; Rüping, Stefan
Conference Paper
2019Noise Reduction in Distant Supervision using Probabilistic Soft Logic
Niyazova, Zamira
: Mock, Michael; Wrobel, Stefan
Master Thesis
2019OECM: A Cross-Lingual Approach for Ontology Enrichment
Ibrahim, S.; Fathalla, S.; Yazdi, H.S.; Lehmann, J.; Jabeen, H.
Conference Paper
2019Offline question answering over linked data using limited resources
Kaur, P.; Blücher, V.; Jalota, R.; Moussallem, D.; Ngomo, A.-C.N.; Usbeck, R.
Conference Paper
2019Opening and Reusing Transparent Peer Reviews with Automatic Article Annotation
Sadeghi, Afshin; Capadisli, Sarven; Wilm, Johannes; Lange, Christoph; May, Philipp
Journal Article
2019Pay for performance in electronic data capture for clinical trials and medical registries
Rahimbayli, S.; Lehmann, J.; Deserno, T.M.
Conference Paper
2019Pediatric 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
2019Predicting Missing Links Using PyKEEN
Ali, Mehdi; Hoyt, Charles Tapley; Domingo-Fernandez, Daniel; Lehmann, Jens
Conference Paper
2019Pretrained Transformers for Simple Question Answering over Knowledge Graphs
Lukovnikov, Denis; Fischer, Asja; Lehmann, Jens
Conference Paper
2019Probabilistic and exact frequent subtree mining in graphs beyond forests
Welke, Pascal; Horvath, Tamas; Wrobel, Stefan
Journal Article
2019Proceedings 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
2019Prototypes within Minimum Enclosing Balls
Bauckhage, Christian; Sifa, Rafet; Dong, Tiansi
Conference Paper
2019QaldGen: 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
2019A QUBO Formulation of the k-Medoids Problem
Bauckhage, Christian; Piatkowski, Nico; Sifa, Rafet; Hecker, Dirk; Wrobel, Stefan
Conference Paper
2019Querying Data Lakes using Spark and Presto
Mami, M.N.; Graux, D.; Scerri, S.; Jabeen, H.; Auer, S.
Conference Paper
2019Querying large-scale RDF datasets using the SANSA framework
Stadler, C.; Sejdiu, G.; Graux, D.; Lehmann, J.
Conference Paper
2019RatVec: 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
2019RDF Doctor: A Holistic Approach for Syntax Error Detection and Correction of RDF Data
Hemid, Ahmad; Halilaj, Lavdim; Khiat, Abderrahmane; Lohmann, Steffen
Conference Paper
2019Recurrent Adversarial Service Times
Ojeda, César; Cvejosky, Kostadin; Sánchez, Ramsés J.; Schücker, Jannis; Georgiev, Bogdan; Bauckhage, Christian
Report
2019Reference 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
2019A review of machine learning for the optimization of production processes
Weichert, D.; Link, Patrick; Stoll, Anke; Rüping, S.; Ihlenfeldt, Steffen; Wrobel, S.
Journal Article
2019Risk-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
2019Roberta-Grundlagenband. 3., überarb. Aufl.
 
Book
2019Das Roberta-Konzept - hands-on, spannend, praxisnah
Leimbach, Thorsten; Tomala, Daria; Zay, Elena
Book Article
2019Scalable Distributed Genetic Algorithm Using Apache Spark (S-GA)
Maqbool, F.; Razzaq, S.; Lehmann, J.; Jabeen, H.
Conference Paper
2019A Scalable Framework for Quality Assessment of RDF Datasets
Sejdiu, G.; Rula, A.; Lehmann, J.; Jabeen, H.
Conference Paper
2019The Scientific Events Ontology of The OpenResearch.org Curation Platform
Fathalla, S.; Vahdati, S.; Auer, S.; Lange, C.
Conference Paper
2019SemanGit: A Linked Dataset from git
Kubitza, Dennis Oliver; Boeckmann, Matthias; Graux, Damien
Conference Paper
2019The Semantic Asset Administration Shell
Bader, S.R.; Maleshkova, M.
Conference Paper
2019Semantic Representation of Scientific Publications
Vahdati, S.; Fathalla, S.; Auer, S.; Lange, C.; Vidal, M.-E.
Conference Paper
2019SerVCS: Serialization agnostic ontology development in distributed settings
Halilaj, L.; Grangel-Gonzalez, I.; Vidal, M.-E.; Lohmann, S.; Auer, S.
Conference Paper
2019SimpleLSTM: A Deep-Learning Approach to Simple-Claims Classification
Chawla, P.; Esteves, D.; Pujar, K.; Lehmann, J.
Conference Paper
2019SML-Bench: A benchmarking framework for structured machine learning
Westphal, P.; Buhmann, L.; Bin, S.; Jabeen, H.; Lehmann, J.
Journal Article
2019Some remarks on nodal geometry in the smooth setting
Georgiev, B.; Mukherjee, M.
Journal Article
2019Sparklify: A Scalable Software Component for Efficient Evaluation of SPARQL Queries over Distributed RDF Datasets
Stadler, C.; Sejdiu, G.; Graux, D.; Lehmann, J.
Conference Paper
2019Squerall: 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
2019Structuring reference architectures for the industrial Internet of Things
Bader, S.R.; Maleshkova, M.; Lohmann, S.
Journal Article
2019Structuring the Industry 4.0 Landscape
Bader, Sebastian R.; Grangel-Gonzalez, Irlan; Tasnim, Mayesha; Lohmann, Steffen
Conference Paper
2019Summarizing Entity Temporal Evolution in Knowledge Graphs
Tasnim, Mayesha; Collarana, Diego; Graux, Damien; Orlandi, Fabrizio; Vidal, Maria-Esther
Conference Paper
2019Support Estimation in Frequent Itemset Mining by Locality Sensitive Hashing
Pick, Annika; Horváth, Tamás; Wrobel, Stefan
Conference Paper
2019A 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
2019A 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
2019Team SVMrank: Leveraging feature-rich support vector machines for ranking explanations to elementary science questions
D'Souza, J.; Mulang, I.O.; Auer, S.
Conference Paper
2019Towards a Scalable Semantic-Based Distributed Approach for SPARQL Query Evaluation
Sejdiu, G.; Graux, D.; Khan, I.; Lytra, I.; Jabeen, H.; Lehmann, J.
Conference Paper
2019Towards 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
2019Towards Contradiction Detection in German: A Translation-Driven Approach
Sifa, Rafet; Pielka, Maren; Ramamurthy, Rajkumar; Ladi, Anna; Hillebrand, Lars; Bauckhage, Christian
Conference Paper
2019Towards measuring risk factors in privacy policies
Nejad, N.M.; Graux, D.; Collarana, D.
Conference Paper
2019Towards Semantically Structuring GitHub
Kubitza, Dennis Oliver; Boeckmann, Matthias; Graux, Damien
Conference Paper
2019Triple Classification Using Regions and Fine-Grained Entity Typing
Dong, Tiansi; Wang, Zhigang; Li, Juanzi; Bauckhage, Christian; Cremers, Armin B.
Conference Paper
2019Two Attempts to Predict Author Gender in Cross-Genre Settings in Dutch
Brito, Eduardo; Sifa, Rafet; Bauckhage, Christian
Conference Paper
2019Two-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
2019Unabhängige digitale Bildung mit dem Raspberry Pi, Open Source Software und OER
Hübner, Tobias; Lebedynska, Viktoriya
Book Article
2019Understanding Convolutional Neural Networks for Seismic Features by Visualization
Landenberg, André von
: Müller, Stefan
Master Thesis
2019Understanding 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
2019Uniform access to multiform data lakes using semantic technologies
Mami, M.N.; Graux, D.; Scerri, S.; Jabeen, H.; Auer, S.; Lehmann, J.
Conference Paper
2019Urbane 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
2019Using a KG-Copy Network for Non-goal Oriented Dialogues
Chaudhuri, D.; Rony, M.R.A.H.; Jordan, S.; Lehmann, J.
Conference Paper
2019Vertrauenswürdiger 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
2019Visualization and interaction for ontologies and linked data - Editorial
Ivanova, V.; Lambrix, P.; Lohmann, S.; Pesquita, C.
Journal Article
2019What company does my news article refer to? Tackling multiclass problems with topic modeling
Lübbering, M.; Kunkel, J.; Farrell, P.
Conference Paper
20188th challenge on question answering over linked data (QALD-8)
Usbeck, R.; Ngonga Ngomo, A.-C.; Conrads, F.; Röder, M.; Napolitano, G.
Conference Paper
2018Adaptation and Training of a Swiss German Speech Recognition System using Data-driven Pronunciation Modelling
Stadtschnitzer, Michael; Schmidt, Christoph Andreas
Conference Paper
2018Adiabatic quantum computing for kernel k = 2 means clustering
Bauckhage, C.; Ojeda, C.; Sifa, R.; Wrobel, S.
Conference Paper
2018Analyzing player networks in Destiny
Pirker, J.; Rattinger, A.; Drachen, A.; Sifa, R.
Journal Article
2018Automated 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
2018Automatic analysis of sewer pipes based on unrolled monocular fisheye images
Künzel, Johannes; Werner, Thomas; Eisert, Peter; Waschnewski, Jan; Möller, Ronja; Hilpert, Ralf
Conference Paper
2018Automatic estimation of the triangular vowel space area from i-Vectors
Tanuadji, Maureen; Stadtschnitzer, Michael; Bardeli, Rolf; Jaeger, Hagen
Conference Paper
2018Automatic generation of multiple choice questions from slide content using linked data
Faizan, A.; Lohmann, S.
Conference Paper
2018Automatische Erstellung von Ontologien aus schematisierbaren Datensammlungen
Martens, Claudio
Master Thesis
2018Big 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
2018A big data architecture for managing oceans of data and maritime applications
Lytra, I.; Vidal, M.-E.; Orlandi, F.; Attard, J.
Conference Paper
2018Big Data in der Industrie - Vorsprung durch Wissen
Koch, Daniel Jeffrey; Hecker, Dirk
Book Article
2018BOUNCER: Privacy-aware query processing over federations of RDF datasets
Endris, K.M.; Almhithawi, Z.; Lytra, I.; Vidal, M.-E.; Auer, S.
Conference Paper
2018Bring 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
2018Clustering trajectories by relevant parts for air traffic analysis
Andrienko, Gennady; Andrienko, Natalia; Fuchs, Georg; Garcia, Jose
Journal Article
2018A comparative user evaluation on visual ontology modeling using node-link diagrams
Asmat, M.R.A.; Wiens, V.; Lohmann, S.
Conference Paper
2018Comparison Properties of the Cuntz Semigroup and Applications to C* -algebras
Bosa, J.; Petzka, H.
Journal Article
2018Controlling 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
2018Corresponding Projections for Orphan Screening
Giesselbach, Sven; Ullrich, Katrin; Kamp, Michael; Paurat, Daniel; Gärtner, Thomas
Report
2018Creating maps of artificial spaces to explore trajectories
Andrienko, G.; Andrienko, N.
Conference Paper
2018Customer 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
2018Data abstraction for visualizing large time series
Shurkhovetskyy, G.; Andrienko, N.; Andrienko, G.; Fuchs, G.
Journal Article
2018Data-driven pronunciation modeling of swiss german dialectal speech for automatic speech recognition
Stadtschnitzer, Michael; Schmidt, Christoph Andreas
Conference Paper
2018DESERT: A Continuous SPARQL Query Engine for On-Demand Query Answering
Karim, F.; Lytra, I.; Mader, C.; Auer, S.; Vidal, M.-E.
Journal Article
2018Detecting 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
2018A disjunctive program formulation to generate regular public transit timetables adhering to prioritized planning requirements
Lückerath, Daniel; Ullrich, Oliver; Rishe, Naphtali; Speckenmeyer, Ewald
Journal Article
2018DistLODStats: Distributed computation of RDF dataset statistics
Sejdiu, G.; Ermilov, I.; Lehmann, J.; Mami, M.N.
Conference Paper
2018A distributed online learning approach for pattern prediction over movement event streams with apache flink
Qadah, Ehab; Mock, Michael; Alevizos, Elias; Fuchs, Georg
Conference Paper
2018Distributed online learning for large-scale pattern prediction over real-time event streams
Qadah, Ehab
: Mock, Michael; Wrobel, Stefan
Master Thesis
2018Divided 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
2018Dynamic composition of question answering pipelines with Frankenstein
Singh, K.; Lytra, I.; Radhakrishna, A.S.; Vyas, A.; Vidal, M.-E.
Conference Paper
2018EARL: Joint entity and relation linking for question answering over knowledge graphs
Dubey, M.; Banerjee, D.; Chaudhuri, D.; Lehmann, J.
Conference Paper
2018Edge Computing aus Sicht der Künstlichen Intelligenz
Hecker, Dirk; Mock, Michael; Sicking, Joachim; Voß, Angelika; Wirtz, Tim
Journal Article
2018Efficiently pinpointing SPARQL query containments
Stadler, C.; Saleem, M.; Ngomo, A.-C.N.; Lehmann, J.
Conference Paper
2018EffTE: A Dependency-aware Approach for Test-Driven Ontology Development
Halilaj, Lavdim; Grangel-Gonzalez, Irlan; Lohmann, Steffen; Vidal, Maria-Esther; Auer, Soeren
Conference Paper
2018Estimation of prediction uncertainty for semantic scene labeling using bayesian approximation
Ajmera, Anand
Master Thesis
2018Evaluating the Quality of the LOD Cloud: An Empirical Investigation
Debattista, Jeremy; Lange, Christoph; Auer, Sören; Cortis, Dominic
Journal Article
2018EVENTS: A dataset on the history of top-prestigious events in five computer science communities
Fathalla, Said; Lange, Christoph
Conference Paper
2018EVENTSKG: A knowledge graph representation for top-prestigious computer science events metadata
Fathalla, Said; Lange, Christoph
Conference Paper
2018ExConQuer: Lowering barriers to RDF and Linked Data re-use
Attard, Judie; Orlandi, Fabrizio; Scerri, Simon; Auer, Sören
Journal Article
2018Experience: Open Fiscal Datasets, Common Issues, and Recommendations
Musyaffa, F.A.; Engels, C.; Vidal, M.-E.; Orlandi, F.; Auer, S.
Journal Article
2018Exploring pressure in football
Andrienko, G.; Andrienko, N.; Budziak, G.; Landesberger, T. von; Weber, H.
Conference Paper
2018Fast and accurate vanishing point estimation on structured roads
Werner, Thomas; Eickeler, Stefan
Conference Paper
2018Formal query generation for question answering over knowledge bases
Zafar, H.; Napolitano, G.; Lehmann, J.
Conference Paper
2018A framework to conduct and report on empirical user studies in semantic web contexts
Pesquita, C.; Ivanova, V.; Lohmann, S.; Lambrix, P.
Conference Paper
2018Frankenstein: A platform enabling reuse of question answering components
Singh, K.; Both, A.; Sethupat, A.; Shekarpour, S.
Conference Paper
2018Fraunhofer Institut für Intelligente Analyse- und Informationssysteme. Jahresbericht 2017/2018
 
Annual Report
2018Fraunhofer-Allianz Big Data
Wrobel, Stefan; Hecker, Dirk
Book Article
2018Gefragte Profis Data Science für Ingenieure
Hecker, Dirk
Journal Article
2018Generating SPARQL query containment benchmarks using the SQCFramework
Saleem, M.; Mehmood, Q.; Stadler, C.; Lehmann, J.; Ngonga Ngomo, A.-C.
Conference Paper
2018Guidance in the human-machine analytics process
Collins, C.; Andrienko, N.; Schreck, T.; Yang, J.; Choo, J.; Engelke, U.; Jena, A.; Dwyer, T.
Journal Article
2018I-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
2018IDS 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
2018Implikationen aus dem Einsatz von Social Bots für die öffentliche Meinungsbildung
Fink, L.
Journal Article
2018Improved transcription and indexing of oral history interviews for digital humanities research
Gref, Michael; Köhler, Joachim; Leh, Almut
Conference Paper
2018Improving response selection in multi-turn dialogue systems by incorporating domain knowledge
Chaudhuri, D.; Kristiadi, A.; Lehmann, J.; Fischer, A.
Conference Paper
2018Improving robust speech recognition for German oral history interviews using multi-condition training
Gref, Michael; Schmidt, Christoph Andreas; Köhler, Joachim
Conference Paper
2018Increasing 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
2018Informed machine learning through functional composition
Bauckhage, C.; Ojeda, C.; Schücker, J.; Sifa, R.; Wrobel, S.
Conference Paper
2018Integration von kommerziellen Flugdrohnen in eine Leitstandsinfrastruktur für Rettungseinsätze
Schmitz, Alexander
: Surmann, Hartmut; Worst, Rainer
Bachelor Thesis
2018Intelligent clients for replicated triple pattern fragments
Minier, T.; Skaf-Molli, H.; Molli, P.; Vidal, M.-E.
Conference Paper
2018Interactive stratigraphic structure visualization for seismic data
Liu, R.; Chen, S.; Ji, G.; Zhao, B.; Li, Q.; Su, M.
Journal Article
2018Ising models for binary clustering via adiabatic quantum computing
Bauckhage, Christian; Brito, E.; Cvejoski, Kostadin; Ojeda,César; Sifa, Rafet; Wrobel, Stefan
Conference Paper
2018Joint entity and relation linking using EARL
Banerjee, D.; Dubey, M.; Chaudhuri, D.; Lehmann, J.
Conference Paper
2018Joint Standard German and Bavarian Subdialect Identification of Broadcast Speech
Stadtschnitzer, Michael; Schmidt, Christoph Andreas
Conference Paper
2018KnIGHT: Mapping privacy policies to GDPR
Nejad, N.M.; Scerri, S.; Lehmann, J.
Conference Paper
2018Knowledge 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
2018Kognitive Systeme und Robotik
Bauckhage, Christian; Bauernhansl, Thomas; Beyerer, Jürgen; Garcke, Jochen
Book Article
2018Lets build a tunnel! - A closer look at Cologne's new subway routes
Ullrich, Oliver; Lückerath, Daniel; Rishe, Naphtali; Speckenmeyer, Ewald
Journal Article
2018A linked open data representation of patents registered in the US from 2005–2017
Hassan, M.M.; Zaveri, A.; Lehmann, J.
Journal Article
2018Literally better: Analyzing and improving the quality of literals
Beek, W.; Ilievski, F.; Debattista, J.; Schlobach, S.; Wielemaker, J.
Journal Article
2018LSane: Collaborative validation and enrichment of heterogeneous observation streams
Frank, M.T.; Bader, S.; Simko, V.; Zander, S.
Journal Article, Conference Paper
2018Maschinelles 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
2018Matrix 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
2018A mesoscopic bus transit simulation model based on scarce data
Lückerath, Daniel; Speckenmeyer, Ewald; Ullrich, Oliver; Rishe, Naphtali
Journal Article
2018Metadata analysis of scholarly events of computer science, physics, engineering, and mathematics
Fathalla, S.; Vahdati, S.; Auer, S.; Lange, C.
Conference Paper
2018A mighty dataset for stress-testing question answering systems
Haarmann, Bastian; Martens, Claudio; Petzka, Henning; Napolitano, Giulio
Conference Paper
2018Model-based data exploration
Kobialka, Hans-Ulrich; Paurat, Daniel; Schrader, Lisa
Conference Paper
2018An MTConnect ontology for semantic industrial machine sensor analytics
Alvanou, Glykeria; Lytra, Ioanna; Petersen, Niklas
Conference Paper
2018MultiCloud: Interactive word cloud visualization for the analysis of multiple texts
John, M.; Marbach, E.; Lohmann, S.; Heimerl, F.; Ertl, T.
Conference Paper
2018Multisource Data Framework for Road Traffic State Estimation
Grau, J.M.S.; Mitsakis, E.; Tzenos, P.; Stamos, I.; Selmi, L.; Aifadopoulou, G.
Journal Article
2018Named Entity Recognition in Twitter Using Images and Text
Esteves, D.; Peres, R.; Lehmann, J.; Napolitano, G.
Conference Paper
2018Neural conditional gradients
Schramowski, Patrick; Bauckhage, Christian; Kersting, Kristian
Report
2018Objekterkennung und -verortung in Luftbildaufnahmen für Such- und Rettungseinsätze mittels neuronaler Faltungsnetzwerke
Leinweber, Artur
: Surmann, Hartmut; Worst, Rainer
Bachelor Thesis
2018On 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
2018On the regularization of Wasserstein GaNs
Petzka, H.; Fischer, A.; Lukovnikov, D.
Conference Paper
2018Online-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
2018Ontology-based representation for accessible OpenCourseWare systems
Elias, Mirette; Lohmann, Steffen; Auer, Soeren
Journal Article
2018OpenBudgets.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
2018Optimal Sequence Memory in Driven Random Networks
Schücker, Jannis; Goedeke, Sven; Helias, Moritz
Journal Article
2018An overview of Frank-Wolfe optimization for stochasticity constrained interpretable matrix and tensor factorization
Sifa, R.
Conference Paper
2018Policy learning using SPSA
Ramamurthy, R.; Bauckhage, C.; Sifa, R.; Wrobel, S.
Conference Paper
2018Prediction 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
2018Preface
Ivanova, V.; Lambrix, P.; Lohmann, S.; Pesquita, C.
Conference Paper
2018Probabilistic frequent subtrees for efficient graph classification and retrieval
Welke, Pascal; Horvath, Tamas; Wrobel, Stefan
Journal Article
2018Profiling in Games: Understanding Behavior from Telemetry
Sifa, Rafet; Drachen, Anders; Bauckhage, Christian
Book Article
2018Profiting 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
2018Querying Interlinked Data by Bridging RDF Molecule Templates
Endris, K.M.; Galkin, M.; Lytra, I.; Mami, M.N.; Vidal, M.-E.; Auer, S.
Conference Paper
2018A question answering system on regulatory documents
Collarana, D.; Heuss, T.; Lehmann, J.; Lytra, I.; Maheshwari, G.; Nedelchev, R.; Schmidt, T.; Trivedi, P.
Conference Paper
2018The 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
2018RESIN Climate resilient cities and infrastructures
Lückerath, Daniel; Bogen, Manfred; Rome, Erich; Sojeva, Betim; Ullrich, Oliver; Worst, Rainer; Xie, Jingquan
Poster
2018Robust End-User-Driven Social Media Monitoring for Law Enforcement and Emergency Monitoring
Kirsch, Birgit; Giesselbach, Sven; Knodt, David; Rüping, Stefan
Book Article
2018Robust speech recognition for german and dialectal broadcast programmes
Stadtschnitzer, Michael
: Bauckhage, Christian; Wrobel, Stefan
Dissertation
2018SAANSET: Semi-Automated Acquisition of Scholarly Metadata Using OpenResearch.org Platform
Omar, R.; Vahdati, S.; Lange, C.; Vidal, M.-E.; Behrend, A.
Conference Paper
2018The Scalable Question Answering Over Linked Data (SQA) Challenge 2018
Napolitano, G.; Usbeck, R.; Ngomo, A.-C.N.
Conference Paper
2018Seamless 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
2018Security and privacy in cloud-assisted cyber-physical systems
Alcaraz, C.; Huang, X.; Rome, E.
Journal Article
2018Semantic analysis of contractual agreements to support end-user interpretation
Nejad, N.M.
Conference Paper
2018Semantic Enrichment of IoT Stream Data On-Demand
Karim, Farah; Al Naameh, Ola; Lytra, Ioanna; Mader, Christian; Vidal, Maria-Esther; Auer, Soeren
Conference Paper
2018Semantic interoperability and open IoT APIs for smart cities applications
Kolyvakis, P.; Mader, C.; Kiritsis, D.
Conference Paper
2018SemSur: A core ontology for the semantic representation of research findings
Fathalla, Said; Vahdati, Sahar; Auer, Soeren; Lange, Christoph
Journal Article, Conference Paper
2018Shipping 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
2018Simple recurrent neural networks for support vector machine training
Sifa, R.; Paurat, D.; Trabold, D.; Bauckhage, C.
Conference Paper
2018SlideWiki - 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
2018Smart 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
2018Speech Analytics in Research Based on Qualitative Interviews. Experiences from KA3
Leh, Almut; Köhler, Joachim; Gref, Michael; Himmelmann, Nikolaus P.
Journal Article
2018SPIRIT: A semantic transparency and compliance stack
Westphal, P.; Fernandez, J.D.; Kirrane, S.; Lehmann, J.
Conference Paper
2018SPSA for layer-wise training of deep networks
Wulff, B.; Schuecker, J.; Bauckhage, C.
Conference Paper
2018Statisfy me: What are my stats?
Sejdiu, G.; Ermilov, I.; Mami, M.N.; Lehmann, J.
Conference Paper
2018Steering 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
2018Structuring visual exploratory analysis of skill demand
Dadzie, A.-S.; Sibarani, E.M.; Novalija, I.; Scerri, S.
Journal Article
2018Synthesizing a knowledge graph of data scientist job offers with MINTE+
Galkin, M.; Collarana, D.; Tasnim, M.; Vidal, M.-E.
Conference Paper
2018Synthesizing knowledge graphs from web sources with the MINTE+ framework
Collarana, Diego; Galkin, Mikhail; Vidal, Maria-Esther; Lange, Christoph; Auer, Soeren; Scerri, Simon
Conference Paper
2018Template-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
2018Time-aware sub-trajectory clustering in HERMES@PostgreSQL
Tampakis, P.; Pelekis, N.; Theodoridis, Y.; Andrienko, N.; Andrienko, G.; Fuchs, G.
Conference Paper
2018To 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
2018Toward veracity assessment in RDF knowledge bases: An exploratory analysis
Esteves, D.; Rula, A.; Reddy, A.J.; Lehmann, J.
Journal Article
2018Towards an open authoring tool for accessible slide presentations
Elias, Mirette; James, Abi; Lohmann, Steffen; Auer, Soeren; Wald, Mike
Conference Paper
2018Towards Enabling Cyber-Physical Systems in Brownfield Environments
Bader, S.R.; Wolff, C.; Vössing, M.; Schmidt, J.-P.
Conference Paper
2018Towards Shortest Paths via Adiabatic Quantum Computing
Bauckhage, Christian; Brito, Eduardo; Cvejoski, Kostadin; Ojeda, César; Schücker, Jannis; Sifa, Rafet
Conference Paper
2018Two for one: Querying property graph databases using SPARQL via gremlinator
Thakkar, H.; Punjani, D.; Lehmann, J.; Auer, S.
Conference Paper
2018Ulysses: An intelligent client for replicated triple pattern fragments
Minier, T.; Skaf-Molli, H.; Molli, P.; Vidal, M.-E.
Conference Paper
2018Unveiling Scholarly Communities over Knowledge Graphs
Vahdati, Sahar; Palma, Guillermo; Nath, Rahul Jyoti; Christoph Lange; Auer, Soeren; Vidal, Maria-Esther
Conference Paper
2018Urbane 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
2018Viewing Visual Analytics as Model Building
Andrienko, N.; Lammarsch, T.; Andrienko, G.; Fuchs, G.; Keim, D.; Miksch, S.; Rind, A.
Journal Article
2018Visual 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
2018WebVowl Editor: Device-independent visual ontology modeling
Wiens, V.; Lohmann, S.; Auer, S.
Conference Paper
2018What moves players? Visual data exploration of Twitter and gameplay data
Drescher, C.; Wallner, G.; Kriglstein, S.; Sifa, R.; Drachen, A.; Pohl, M.
Conference Paper
2018Why 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
2018Wikidata through the Eyes of DBpedia
Ismayilov, Ali; Kontokostas, Dimitris; Auer, Sören; Lehmann, Jens; Hellmann, Sebastian
Journal Article
2018Zustandsregelung für ein Mikroflugsystem zur Ansteuerung vorgegebener Wegpunkte in Innenräumen
Knipp, Kalle
: Joppich, Wolfgang; Rothe, Irene
Master Thesis