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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. | Zeitschriftenaufsatz |
| 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 | Zeitschriftenaufsatz |
| 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. | Zeitschriftenaufsatz |
| 2021 | Grundlagen des Maschinellen Lernens
Bauckhage, Christian; Hübner, Wolfgang; Hug, Ronny; Paaß, Gerhard; Rüping, Stefan | Aufsatz in Buch |
| 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. | Zeitschriftenaufsatz |
| 2021 | Improving Grapheme-to-Phoneme Conversion for Anglicisms in German Speech Recognition
Pritzen, Julia Maria
: Zühlke, Dietlind; Gref, Michael | 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 | Bericht |
| 2021 | Lessons Learned on Conducting Dwelling Detection on VHR Satellite Imagery for the Management of Humanitarian Operations
Wickert, Lorenz; Bogen, Manfred; Richter, Marvin | Zeitschriftenaufsatz |
| 2021 | New active learning algorithms for near-infrared spectroscopy in agricultural applications
Krause, Julius; Günder, Maurice; Schulz, Daniel; Gruna, Robin | Zeitschriftenaufsatz |
| 2021 | A Novel Regression Loss for Non-Parametric Uncertainty Optimization
Sicking, Joachim; Akila, Maram; Pintz, Maximilian; Wirtz, Tim; Fischer, Asja; Wrobel, Stefan | Konferenzbeitrag |
| 2021 | tanh Neurons are Bayesian Decision Makers
Bauckhage, Christian; Sifa, Rafet; Hecker, Dirk | Konferenzbeitrag |
| 2021 | Tiefe neuronale Netze
Bauckhage, Christian; Hübner, Wolfgang; Hug, Ronny; Paaß, G. | Aufsatz in Buch |
| 2021 | Towards holistic Entity Linking: Survey and directions
Oliveira, I.L.; Fileto, R.; Speck, R.; Garcia, L.P.F.; Moussallem, D.; Lehmann, J. | Zeitschriftenaufsatz |
| 2021 | Vertrauenswürdiges, transparentes und robustes Maschinelles Lernen
Bauckhage, Christian; Fürnkranz, Johannes; Paaß, Gerhard | Aufsatz in Buch |
| 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. | Konferenzbeitrag |
| 2020 | Adiabatic Quantum Computing for Max-Sum Diversification
Bauckhage, Christian; Sifa, Rafet; Wrobel, Stefan | Konferenzbeitrag |
| 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 | Zeitschriftenaufsatz |
| 2020 | Aligning Subjective Ratings in Clinical Decision Making
Pick, Annika; Ginzel, Sebastian; Rüping, Stefan; Sander, Jil; Foldenauer, Ann Christina; Köhm, Michaela | Konferenzbeitrag |
| 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 | Konferenzbeitrag |
| 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. | Konferenzbeitrag |
| 2020 | Die ARD Mining-Plattform
Maroni, Dirk; Köhler, Joachim; Fisseler, J.; Becker, Sven | Zeitschriftenaufsatz |
| 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 | Zeitschriftenaufsatz |
| 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 | Buch |
| 2020 | Bayesian Optimization for Min Max Optimization
Weichert, Dorina; Kister, A. | Vortrag |
| 2020 | Big 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.) | Buch |
| 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 | Konferenzbeitrag |
| 2020 | The Channel as a Traffic Sensor: Vehicle Detection and Classification Based on Radio Fingerprinting
Sliwa, B.; Piatkowski, N.; Wietfeld, C. | Zeitschriftenaufsatz |
| 2020 | Characteristics of Monte Carlo Dropout in Wide Neural Networks
Sicking, Joachim; Akila, Maram; Wirtz, Tim; Houben, Sebastian; Fischer, Asja | Bericht |
| 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. | Konferenzbeitrag |
| 2020 | The CLIN30 Shared Task: Have-doubling in Historical Varieties of Dutch
Schraagen, Marijn; Wall, Joanna; Brito, Eduardo | Zeitschriftenaufsatz |
| 2020 | A Clustering Backed Deep Learning Approach for Document Layout Analysis
Agombar, R.; Luebbering, M.; Sifa, R. | Konferenzbeitrag |
| 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 | Konferenzbeitrag |
| 2020 | A Community Detection Based Approach for Exploring Patterns in Player Reviews
Pielka, Maren; Sifa, Rafet; Ramamurthy, Rajkumar; Ojeda, César; Bauckhage, Christian | Konferenzbeitrag |
| 2020 | Context-based entity matching for big data
Tasnim, M.; Collarana, D.; Graux, D.; Vidal, M.-E. | Aufsatz in Buch |
| 2020 | Cross-Administration Comparative Analysis of Open Fiscal Data
Musyaffa, Fathoni A.; Lehmann, Jens; Jabeen, Hajira | Konferenzbeitrag |
| 2020 | DenseHMM: Learning Hidden Markov Models by Learning Dense Representations
Sicking, Joachim; Pintz, Maximilian; Akila, Maram; Wirtz, Tim | Konferenzbeitrag |
| 2020 | Departamento de Nosotros: How machine translated corpora affects language models in MRC tasks
Khvalchik, M.; Galkin, M. | Konferenzbeitrag |
| 2020 | DESICOM as Metaheuristic Search
Sifa, Rafet | Konferenzbeitrag |
| 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. | Studie |
| 2020 | Discovering Object-centric Petri Nets
Aalst, W.M.P. van der; Berti, A. | Zeitschriftenaufsatz |
| 2020 | Distributed generative modelling with sub-linear communication overhead
Piatkowski, N. | Konferenzbeitrag |
| 2020 | Dwelling Detection on VHR Satellite Imagery of Refugee Camps Using a Faster R-CNN
Wickert, Lorenz; Bogen, Manfred; Richter, Marvin | Konferenzbeitrag |
| 2020 | Effective approximation of parametrized closure systems over transactional data streams
Trabold, Daniel; Horváth, Tamás; Wrobel, Stefan | Zeitschriftenaufsatz |
| 2020 | Embedding-Based Recommendations on Scholarly Knowledge Graphs
Nayyeri, M.; Vahdati, S.; Zhou, X.; Shariat Yazdi, H.; Lehmann, J. | Konferenzbeitrag |
| 2020 | Establishing a Strong Baseline for Privacy Policy Classification
Mousavi Nejad, N.; Jabat, P.; Nedelchev, R.; Scerri, S.; Graux, D. | Konferenzbeitrag |
| 2020 | Exact local correlations in kicked chains
Gutkin, Boris; Braun, Petr; Akila, Maram; Waltner, Daniel; Guhr, Thomas | Zeitschriftenaufsatz |
| 2020 | Explorations in Quantum Neural Networks with Intermediate Measurements
Franken, Lukas; Georgiev, Bogdan | Konferenzbeitrag |
| 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 | Konferenzbeitrag |
| 2020 | Fraunhofer IAIS IoT Programming Language NEPO® in the Open Roberta® Lab
Leimbach, Thorsten; Tomala, Daria | Zeitschriftenaufsatz |
| 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 | Konferenzbeitrag |
| 2020 | Fusing Multi-label Classification and Semantic Tagging
Kindermann, Jörg; Beckh, Katharina | Konferenzbeitrag |
| 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. | Bericht |
| 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 | Zeitschriftenaufsatz |
| 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. | Zeitschriftenaufsatz |
| 2020 | Guided Reinforcement Learning via Sequence Learning
Ramamurthy, Rajkumar; Sifa, Rafet; Lübbering, Max; Bauckhage, Christian | Konferenzbeitrag |
| 2020 | Hopfield Networks for Vector Quantization
Bauckhage, Christian; Ramamurthy, Rajkumar; Sifa, Rafet | Konferenzbeitrag |
| 2020 | HOPS: Probabilistic Subtree Mining for Small and Large Graphs
Welke, P.; Seiffarth, F.; Kamp, M.; Wrobel, S. | Konferenzbeitrag |
| 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. | Konferenzbeitrag |
| 2020 | Improving a Branch-and-Bound Approach for the Degree-Constrained Minimum Spanning Tree Problem with LKH
Thiessen, M.; Quesada, L.; Brown, K.N. | Konferenzbeitrag |
| 2020 | Improving access to science for social good
Ali, M.; Vahdati, S.; Singh, S.; Dasgupta, S.; Lehmann, J. | Konferenzbeitrag |
| 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 | Bericht |
| 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. | Konferenzbeitrag |
| 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. | Zeitschriftenaufsatz |
| 2020 | Interactive Assigning of Conference Sessions with Visualization and Topic Modeling
Han, Y.; Wang, Z.; Chen, S.; Li, G.; Zhang, X.; Yuan, X. | Konferenzbeitrag |
| 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 | Konferenzbeitrag |
| 2020 | Interpretable Topic Extraction and Word Embedding Learning Using Row-Stochastic DEDICOM
Hillebrand, L.; Biesner, D.; Bauckhage, C.; Sifa, R. | Konferenzbeitrag |
| 2020 | IOTA: Interlinking of heterogeneous multilingual open fiscal DaTA
Musyaffa, F.A.; Vidal, M.-E.; Orlandi, F.; Lehmann, J.; Jabeen, H. | Zeitschriftenaufsatz |
| 2020 | IQA: Interactive query construction in semantic question answering systems
Zafar, H.; Dubey, M.; Lehmann, J.; Demidova, E. | Zeitschriftenaufsatz |
| 2020 | A Knowledge Graph for Industry 4.0
Bader, Sebastian R.; Grangel-Gonzalez, Irlan; Nanjappa, Priyanka; Vidal, Maria-Esther; Maleshkova, Maria | Konferenzbeitrag |
| 2020 | Künstliche Intelligenz im Krankenhaus: Potenziale und Herausforderungen - Eine Fallstudie im Bereich der Notfallversorgung
Antweiler, Dario; Beckh, Katharina; Sander, Jil; Rüping, Stefan | Studie |
| 2020 | Künstliche Intelligenz. Was steckt hinter der Technologie der Zukunft?
Paaß, Gerhard; Hecker, Dirk | Buch |
| 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 | Zeitschriftenaufsatz |
| 2020 | Learning a lightweight representation: First step towards automatic detection of multidimensional relationships between ideas
Khiat, A. | Konferenzbeitrag |
| 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. | Konferenzbeitrag |
| 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. | Konferenzbeitrag |
| 2020 | LIMITS: Lightweight Machine Learning for IoT Systems with Resource Limitations
Sliwa, B.; Piatkowski, N.; Wietfeld, C. | Konferenzbeitrag |
| 2020 | Linking physicians to medical research results via knowledge graph embeddings and twitter
Sadeghi, A.; Lehmann, J. | Konferenzbeitrag |
| 2020 | Matching biodiversity and ecology ontologies: Challenges and evaluation results
Karam, Naouel; Khiat, Abderrahmane; Algergawy, Alsayed; Sattler, Melanie; Weiland, Claus; Schmidt, Marco | Zeitschriftenaufsatz |
| 2020 | Matrix- and Tensor Factorization for Game Content Recommendation
Sifa, Rafet; Yawar, Raheel; Ramamurthy, Rajkumar; Bauckhage, Christian; Kersting, Kristian | Zeitschriftenaufsatz |
| 2020 | Maximal Closed Set and Half-Space Separations in Finite Closure Systems
Seiffarth, Florian; Horváth, Támas; Wrobel, Stefan | Konferenzbeitrag |
| 2020 | Method and device for determining deformation of an object
Baumann, Daniel; Möller, Ronja; Vonolfen, Wolfgang; Hecker, Dirk; Bauckhage, Christian | Patent |
| 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. | Konferenzbeitrag |
| 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 | Konferenzbeitrag |
| 2020 | NAT: Noise-Aware Training for Robust Neural Sequence Labeling
Namysl, Marcin; Behnke, Sven; Köhler, Joachim | Konferenzbeitrag |
| 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. | Konferenzbeitrag |
| 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 | Konferenzbeitrag |
| 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. | Zeitschriftenaufsatz |
| 2020 | Novelty Discovery with Kernel Minimum Enclosing Balls
Sifa, Rafet; Bauckhage, Christian | Konferenzbeitrag |
| 2020 | Novelty-Guided Reinforcement Learning via Encoded Behaviors
Ramamurthy, R.; Sifa, R.; Lübbering, M.; Bauckhage, C. | Konferenzbeitrag |
| 2020 | On Learning a Control System without Continuous Feedback
Angelov, Georgi; Georgiev, Bogdan | Konferenzbeitrag |
| 2020 | Ontology Design for Pharmaceutical Research Outcomes
Say, Z.; Fathalla, S.; Vahdati, S.; Lehmann, J.; Auer, S. | Konferenzbeitrag |
| 2020 | Optimal Probabilistic Classification in Active Class Selection
Bunse, Mirco; Weichert, Dorina; Kister, Alexander; Morik, Katharina | Konferenzbeitrag |
| 2020 | Orthogonal Compaction: Turn-Regularity, Complete Extensions, and their Common Concept
Esser, Alexander M. | Konferenzbeitrag |
| 2020 | Patterns and Outliers in Temporal Point Processes
Ojeda, César; Cvejoski, Kostadin; Sifa, Rafet; Schücker, Jannis; Bauckhage, Christian | Konferenzbeitrag |
| 2020 | PNEL: Pointer Network Based End-To-End Entity Linking over Knowledge Graphs
Banerjee, Debayan; Chaudhuri, Debanjan; Dubey, Mohnish; Lehmann, Jens | Konferenzbeitrag |
| 2020 | Polyhedral Billiards, Eigenfunction Concentration and Almost Periodic Control
Cekic, M.; Georgiev, B.; Mukherjee, M. | Zeitschriftenaufsatz |
| 2020 | Problem Solving with Hopfield Networks and Adiabatic Quantum Computing
Bauckhage, C.; Sanchez, R.; Sifa, R. | Konferenzbeitrag |
| 2020 | Qualität, Konformitätsbewertung und Zertifizierung
Poretschkin, Maximilian; Loevenich, Daniel et al. | Aufsatz in Buch |
| 2020 | Quality evaluation of open educational resources
Elias, M.; Oelen, A.; Tavakoli, M.; Kismihok, G.; Auer, S. | Konferenzbeitrag |
| 2020 | Quality prediction of open educational resources a metadata-based approach
Tavakoli, M.; Elias, M.; Kismihok, G.; Auer, S. | Konferenzbeitrag |
| 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 | Studie |
| 2020 | R-Map: A Map metaphor for visualizing information reposting process in social media
Chen, S.; Li, S.; Chen, S.; Yuan, X. | Zeitschriftenaufsatz |
| 2020 | Recurrent Point Review Models
Cvejoski, K.; Sanchez, R.J.; Georgiev, B.; Bauckhage, C.; Ojeda, C. | Konferenzbeitrag |
| 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. | Zeitschriftenaufsatz |
| 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 | Konferenzbeitrag |
| 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 | Konferenzbeitrag |
| 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 | Konferenzbeitrag |
| 2020 | Schema-agnostic SPARQL-driven faceted search benchmark generation
Stadler, C.; Bin, S.; Wenige, L.; Bühmann, L.; Lehmann, J. | Zeitschriftenaufsatz |
| 2020 | SCODIS: Job advert-derived time series for high-demand skillset discovery and prediction
Sibarani, E.M.; Scerri, S. | Konferenzbeitrag |
| 2020 | Semantic Representation of Physics Research Data
Say, Aysegul; Fathalla, Said; Vahdati, Sahar; Lehmann, Jens; Auer, Sören | Konferenzbeitrag |
| 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 | Zeitschriftenaufsatz |
| 2020 | Shells within Minimum Enclosing Balls
Bauckhage, Christian; Bortz, Michael; Sifa, Rafet | Konferenzbeitrag |
| 2020 | Smart Services in the Physical World: Digital Twins
Stojanovic, Ljiljana; Bader, Sebastian R. | Aufsatz in Buch |
| 2020 | SOLIOT - Decentralized data control and interactions for IoT
Bader, Sebastian R.; Maleshkova, Maria | Zeitschriftenaufsatz |
| 2020 | Spatio-temporal visual analytics: a vision for 2020s
Andrienko, Natalia; Andrienko, Gennady | Zeitschriftenaufsatz |
| 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. | Zeitschriftenaufsatz |
| 2020 | Supporting the management of humanitarian operations concerning migration movements with remote sensing
Wickert, L.; Bogen, M.; Richter, M. | Konferenzbeitrag |
| 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. | Zeitschriftenaufsatz |
| 2020 | Temporal Knowledge Graph Completion Based on Time Series Gaussian Embedding
Xu, Chenjin; Nayyeri, Mojtaba; Alkhoury, Fouad; Yazdi, Hamed; Lehmann, Jens | Konferenzbeitrag |
| 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 | Konferenzbeitrag |
| 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. | Konferenzbeitrag |
| 2020 | Towards the creation of a threat intelligence framework for maritime infrastructures
Pitropakis, N.; Logothetis, M.; Andrienko, G.; Stefanatos, J.; Karapistoli, E.; Lambrinoudakis, C. | Konferenzbeitrag |
| 2020 | Training multimodal systems for classification with multiple objectives
Armitage, J.; Thakur, S.; Tripathi, R.; Lehmann, J.; Maleshkova, M. | Konferenzbeitrag |
| 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 | Konferenzbeitrag |
| 2020 | Using Automatic Speech Recognition in Spoken Corpus Curation
Gorisch, Jan; Gref, Michael; Schmidt, Thomas | Konferenzbeitrag |
| 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 | Konferenzbeitrag |
| 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. | Zeitschriftenaufsatz |
| 2020 | Visual Analysis of Place Connectedness by Public Transport
Andrienko, Natalia; Andrienko, Gennady; Patterson, Fabian; Stange, Hendrik | Zeitschriftenaufsatz |
| 2020 | Visual Analytics for Data Scientists
Andrienko, Natalia; Andrienko, Gennady; Fuchs, Georg; Slingsby, Aidan; Turkay, Cagatay; Wrobel, Stefan | Buch |
| 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 | Aufsatz in Buch |
| 2020 | VoColReg: A registry for supporting distributed ontology development using version control systems
Khiat, A.; Halilaj, L.; Hemid, A.; Lohmann, S. | Konferenzbeitrag |
| 2020 | VQuAnDa: Verbalization QUestion ANswering DAtaset
Kacupaj, E.; Zafar, H.; Lehmann, J.; Maleshkova, M. | Konferenzbeitrag |
| 2020 | Zertifizierung von KI-Systemen
Heesen, Jessica; Müller-Quade, Jörn; Wrobel, Stefan; Poretschkin, Maximilian | Studie |
| 2020 | Zertifizierung von KI-Systemen. Kompass für die Entwicklung und Anwendung vertrauenswürdiger KI-Systeme
Heesen, Jessica; Müller-Quade, Jörn; Wrobel, Stefan; Poretschkin, Maximilian | Bericht |
| 2020 | Zukunftssichere Lösungen für maschinelles Lernen
Beck, Niklas; Martens, Claudio; Sylla, Karl-Heinz; Wegener, Dennis; Zimmermann, Alexander | Bericht |
| 2019 | Analysis of flight variability: A systematic approach
Andrienko, N.; Andrienko, G.; Garcia, J.M.C.; Scarlatti, D. | Zeitschriftenaufsatz |
| 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. | Zeitschriftenaufsatz |
| 2019 | Approaching Neural Network Uncertainty Realism
Sicking, Joachim; Kister, Alexander; Fahrland, Matthias; Eickeler, Stefan; Hüger, Fabian; Rüping, Stefan; Schlicht, Peter; Wirtz, Tim | Konferenzbeitrag |
| 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. | Konferenzbeitrag |
| 2019 | Audio Mining. Advanced Speech Analytics for Oral History
Leh, Almut; Gref, Michael; Köhler, Joachim | Zeitschriftenaufsatz, Konferenzbeitrag |
| 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. | Zeitschriftenaufsatz |
| 2019 | Big Data in Gesundheitswesen und Medizin
Rüping, Stefan; Sander, Jil | Aufsatz in Buch |
| 2019 | Big Data, IOT und Machine Learning - Neue Perspektiven für Lastdaten und Schadensvorhersagen
Tiesler, H.; Messmer, M.; Paul, N.; Sicking, J. | Konferenzbeitrag |
| 2019 | BioKEEN: a library for learning and evaluating biological knowledge graph embeddings
Ali, M.; Hoyt, C.T.; Domingo-Fernandez, D.; Lehmann, J.; Jabeen, H. | Zeitschriftenaufsatz |
| 2019 | Clustering Pipelines of Large RDF POI Data
Dadwal, R.; Graux, D.; Sejdiu, G.; Jabeen, H.; Lehmann, J. | Konferenzbeitrag |
| 2019 | Co-operating with Municipal Partners on Indicator Identification and Data Acquisition
Ullrich, Oliver; Bogen, Manfred; Lückerath, Daniel; Rome, Erich | Zeitschriftenaufsatz |
| 2019 | Cognitive Systems and Robotics
Bauckhage, Christian; Bauernhansl, Thomas; Beyerer, Jürgen; Garcke, Jochen | Aufsatz in Buch |
| 2019 | COMET: A Contextualized Molecule-Based Matching Technique
Tasnim, Mayesha; Collarana, Diego; Graux, Damien; Galkin, Mikhail; Vidal, Maria-Esther | Konferenzbeitrag |
| 2019 | Complex query augmentation for question answering over knowledge graphs
Abdelkawi, A.; Zafar, H.; Maleshkova, M.; Lehmann, J. | Konferenzbeitrag |
| 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. | Zeitschriftenaufsatz |
| 2019 | COPE: Interactive exploration of co-occurrence patterns in spatial time series
Li, J.; Chen, S.; Zhang, K.; Andrienko, G.; Andrienko, N. | Zeitschriftenaufsatz |
| 2019 | Data Farming Services: Micro-Services for Facilitating Data Farming in Nato
Huber, Daniel; Horne, Gary; Kallfass, Daniel; Hodicky, Jan; Reus, Nico de | Konferenzbeitrag |
| 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. | Aufsatz in Buch |
| 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 | Zeitschriftenaufsatz |
| 2019 | DBpedia FlexiFusion the Best of Wikipedia > Wikidata > Your Data
Frey, J.; Hofer, M.; Obraczka, D.; Lehmann, J.; Hellmann, S. | Konferenzbeitrag |
| 2019 | Deep query ranking for question answering over knowledge bases
Zafar, H.; Napolitano, G.; Lehmann, J. | Konferenzbeitrag |
| 2019 | Demonstration of a customizable representation model for graph-based visualizations of ontologies - GIzMO
Wiens, V.; Galkin, M.; Lohmann, S.; Auer, S. | Konferenzbeitrag |
| 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 | Konferenzbeitrag |
| 2019 | Effcient Decentralized Deep Learning by Dynamic Model Averaging
Kamp, Michael; Adilova, Linara; Sicking, Joachim; Hüger, Fabian; Schlicht, Peter; Wirtz, Tim; Wrobel, Stefan | Konferenzbeitrag |
| 2019 | Efficient, lexicon-free OCR using deep learning
Namysl, M.; Konya, I. | Konferenzbeitrag |
| 2019 | Equivalence of Turn-Regularity and Complete Extensions
Esser, Alexander | Konferenzbeitrag |
| 2019 | Evaluation of metadata representations in RDF stores
Frey, J.; Müller, K.; Hellmann, S.; Rahm, E.; Vidal, M.-E. | Zeitschriftenaufsatz |
| 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 | Konferenzbeitrag |
| 2019 | EvoChef: Show me what to cook! Artificial evolution of culinary arts
Jabeen, H.; Tahara, N.; Lehmann, J. | Konferenzbeitrag |
| 2019 | Fracking and metaphor: Analysing newspaper discourse in the USA, Australia and the United Kingdom
Cotton, M.; Barkemeyer, R.; Renzi, B.G.; Napolitano, G. | Zeitschriftenaufsatz |
| 2019 | Fraunhofer Big Data and Artificial Intelligence Alliance
Wrobel, Stefan; Hecker, Dirk | Aufsatz in Buch |
| 2019 | From Monolingual to Multilingual Ontologies: The Role of Cross-Lingual Ontology Enrichment
Ibrahim, S.; Fathalla, S.; Shariat Yazdi, H.; Lehmann, J.; Jabeen, H. | Konferenzbeitrag |
| 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. | Konferenzbeitrag |
| 2019 | GizMO - A customizable representation model for graph-based visualizations of ontologies
Wiens, V.; Lohmann, S.; Auer, S. | Konferenzbeitrag |
| 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. | Konferenzbeitrag |
| 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 | Konferenzbeitrag |
| 2019 | The hubs and authorities transaction network analysis using the SANSA framework
Sui, D.; Sejdiu, G.; Graux, D.; Lehmann, J. | Konferenzbeitrag |
| 2019 | A Human-friendly Query Generation Frontend for a Scientific Events Knowledge Graph
Fathalla, Said; Lange, Christoph; Auer, Soeren | Konferenzbeitrag |
| 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 | Konferenzbeitrag |
| 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. | Konferenzbeitrag |
| 2019 | Improving Word Embeddings Using Kernel PCA
Gupta, Vishwani; Giesselbach, Sven; Rüping, Stefan; Bauckhage, Christian | Konferenzbeitrag |
| 2019 | Incorporating Joint Embeddings into Goal-Oriented Dialogues with Multi-task Learning
Kassawat, Firas; Chaudhuri, Debanjan; Lehmann, Jens | Konferenzbeitrag |
| 2019 | Informed Machine Learning for Industry
Bauckhage, Christian; Schulz, Daniel; Hecker, Dirk | Zeitschriftenaufsatz |
| 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 | Zeitschriftenaufsatz |
| 2019 | Interaction Network Analysis Using Semantic Similarity Based on Translation Embeddings
Bajwa, Awais Manzoor; Collarana, Diego; Vidal, Maria-Esther | Konferenzbeitrag |
| 2019 | International Data Spaces. Reference architecture for the digitization of industries
Otto, Boris; Ten Hompel, Michael; Wrobel, Stefan | Aufsatz in Buch |
| 2019 | Introducing noise in decentralized training of neural networks
Adilova, L.; Paul, N.; Schlicht, P. | Konferenzbeitrag |
| 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. | Konferenzbeitrag |
| 2019 | Joint Selection of Central and Extremal Prototypes Based on Kernel Minimum Enclosing Balls
Bauckhage, Christian; Sifa, Rafet | Konferenzbeitrag |
| 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. | Konferenzbeitrag |
| 2019 | Künstliche Intelligenz
Bauckhage, Christian | Aufsatz in Buch |
| 2019 | LC-QuAD 2.0: A Large Dataset for Complex Question Answering over Wikidata and DBpedia
Dubey, M.; Banerjee, D.; Abdelkawi, A.; Lehmann, J. | Konferenzbeitrag |
| 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. | Konferenzbeitrag |
| 2019 | Leveraging Domain Knowledge for Reinforcement Learning using MMC Architectures
Ramamurthy, Rajkumar; Bauckhage, Christian; Sifa, Rafet; Schücker, Jannis; Wrobel, Stefan | Konferenzbeitrag |
| 2019 | Max-Sum Dispersion via Quantum Annealing
Bauckhage, Christian; Sifa, Rafet; Hecker, Dirk; Wrobel, Stefan | Konferenzbeitrag |
| 2019 | Microbenchmarks for question answering systems using QAldGeN
Mehmood, Q.; Nadgeri, A.; Saleem, M.; Singh, K.; Ngomo, A.-C.N.; Lehmann, J. | Konferenzbeitrag |
| 2019 | Mining Tree Patterns with Partially Injective Homomorphisms
Schulz, Till Hendrik; Horvath, Tamas; Welke, Pascal; Wrobel, Stefan | Konferenzbeitrag |
| 2019 | Natural language processing: Speaker, language, and gender identification with LSTM
Nammous, M.K.; Saeed, K. | Konferenzbeitrag |
| 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. | Zeitschriftenaufsatz |
| 2019 | Noise Reduction in Distant Supervision for Relation Extraction Using Probabilistic Soft Logic
Kirsch, Birgit; Niyazova, Zamira; Mock, Michael; Rüping, Stefan | Konferenzbeitrag |
| 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. | Konferenzbeitrag |
| 2019 | Offline question answering over linked data using limited resources
Kaur, P.; Blücher, V.; Jalota, R.; Moussallem, D.; Ngomo, A.-C.N.; Usbeck, R. | Konferenzbeitrag |
| 2019 | Opening and Reusing Transparent Peer Reviews with Automatic Article Annotation
Sadeghi, Afshin; Capadisli, Sarven; Wilm, Johannes; Lange, Christoph; May, Philipp | Zeitschriftenaufsatz |
| 2019 | Pay for performance in electronic data capture for clinical trials and medical registries
Rahimbayli, S.; Lehmann, J.; Deserno, T.M. | Konferenzbeitrag |
| 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. | Zeitschriftenaufsatz |
| 2019 | Predicting Missing Links Using PyKEEN
Ali, Mehdi; Hoyt, Charles Tapley; Domingo-Fernandez, Daniel; Lehmann, Jens | Konferenzbeitrag |
| 2019 | Pretrained Transformers for Simple Question Answering over Knowledge Graphs
Lukovnikov, Denis; Fischer, Asja; Lehmann, Jens | Konferenzbeitrag |
| 2019 | Probabilistic and exact frequent subtree mining in graphs beyond forests
Welke, Pascal; Horvath, Tamas; Wrobel, Stefan | Zeitschriftenaufsatz |
| 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. | Konferenzbeitrag |
| 2019 | Prototypes within Minimum Enclosing Balls
Bauckhage, Christian; Sifa, Rafet; Dong, Tiansi | Konferenzbeitrag |
| 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. | Konferenzbeitrag |
| 2019 | A QUBO Formulation of the k-Medoids Problem
Bauckhage, Christian; Piatkowski, Nico; Sifa, Rafet; Hecker, Dirk; Wrobel, Stefan | Konferenzbeitrag |
| 2019 | Querying Data Lakes using Spark and Presto
Mami, M.N.; Graux, D.; Scerri, S.; Jabeen, H.; Auer, S. | Konferenzbeitrag |
| 2019 | Querying large-scale RDF datasets using the SANSA framework
Stadler, C.; Sejdiu, G.; Graux, D.; Lehmann, J. | Konferenzbeitrag |
| 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 | Konferenzbeitrag |
| 2019 | RDF Doctor: A Holistic Approach for Syntax Error Detection and Correction of RDF Data
Hemid, Ahmad; Halilaj, Lavdim; Khiat, Abderrahmane; Lohmann, Steffen | Konferenzbeitrag |
| 2019 | Recurrent Adversarial Service Times
Ojeda, César; Cvejosky, Kostadin; Sánchez, Ramsés J.; Schücker, Jannis; Georgiev, Bogdan; Bauckhage, Christian | Bericht |
| 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. | Bericht |
| 2019 | A review of machine learning for the optimization of production processes
Weichert, D.; Link, Patrick; Stoll, Anke; Rüping, S.; Ihlenfeldt, Steffen; Wrobel, S. | Zeitschriftenaufsatz |
| 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. | Aufsatz in Buch |
| 2019 | Roberta-Grundlagenband. 3., überarb. Aufl.
| Buch |
| 2019 | Das Roberta-Konzept - hands-on, spannend, praxisnah
Leimbach, Thorsten; Tomala, Daria; Zay, Elena | Aufsatz in Buch |
| 2019 | Scalable Distributed Genetic Algorithm Using Apache Spark (S-GA)
Maqbool, F.; Razzaq, S.; Lehmann, J.; Jabeen, H. | Konferenzbeitrag |
| 2019 | A Scalable Framework for Quality Assessment of RDF Datasets
Sejdiu, G.; Rula, A.; Lehmann, J.; Jabeen, H. | Konferenzbeitrag |
| 2019 | The Scientific Events Ontology of The OpenResearch.org Curation Platform
Fathalla, S.; Vahdati, S.; Auer, S.; Lange, C. | Konferenzbeitrag |
| 2019 | SemanGit: A Linked Dataset from git
Kubitza, Dennis Oliver; Boeckmann, Matthias; Graux, Damien | Konferenzbeitrag |
| 2019 | The Semantic Asset Administration Shell
Bader, S.R.; Maleshkova, M. | Konferenzbeitrag |
| 2019 | Semantic Representation of Scientific Publications
Vahdati, S.; Fathalla, S.; Auer, S.; Lange, C.; Vidal, M.-E. | Konferenzbeitrag |
| 2019 | SerVCS: Serialization agnostic ontology development in distributed settings
Halilaj, L.; Grangel-Gonzalez, I.; Vidal, M.-E.; Lohmann, S.; Auer, S. | Konferenzbeitrag |
| 2019 | SimpleLSTM: A Deep-Learning Approach to Simple-Claims Classification
Chawla, P.; Esteves, D.; Pujar, K.; Lehmann, J. | Konferenzbeitrag |
| 2019 | SML-Bench: A benchmarking framework for structured machine learning
Westphal, P.; Buhmann, L.; Bin, S.; Jabeen, H.; Lehmann, J. | Zeitschriftenaufsatz |
| 2019 | Some remarks on nodal geometry in the smooth setting
Georgiev, B.; Mukherjee, M. | Zeitschriftenaufsatz |
| 2019 | Sparklify: A Scalable Software Component for Efficient Evaluation of SPARQL Queries over Distributed RDF Datasets
Stadler, C.; Sejdiu, G.; Graux, D.; Lehmann, J. | Konferenzbeitrag |
| 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 | Konferenzbeitrag |
| 2019 | Structuring reference architectures for the industrial Internet of Things
Bader, S.R.; Maleshkova, M.; Lohmann, S. | Zeitschriftenaufsatz |
| 2019 | Structuring the Industry 4.0 Landscape
Bader, Sebastian R.; Grangel-Gonzalez, Irlan; Tasnim, Mayesha; Lohmann, Steffen | Konferenzbeitrag |
| 2019 | Summarizing Entity Temporal Evolution in Knowledge Graphs
Tasnim, Mayesha; Collarana, Diego; Graux, Damien; Orlandi, Fabrizio; Vidal, Maria-Esther | Konferenzbeitrag |
| 2019 | Support Estimation in Frequent Itemset Mining by Locality Sensitive Hashing
Pick, Annika; Horváth, Tamás; Wrobel, Stefan | Konferenzbeitrag |
| 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. | Zeitschriftenaufsatz |
| 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. | Konferenzbeitrag |
| 2019 | Team SVMrank: Leveraging feature-rich support vector machines for ranking explanations to elementary science questions
D'Souza, J.; Mulang, I.O.; Auer, S. | Konferenzbeitrag |
| 2019 | Towards a Scalable Semantic-Based Distributed Approach for SPARQL Query Evaluation
Sejdiu, G.; Graux, D.; Khan, I.; Lytra, I.; Jabeen, H.; Lehmann, J. | Konferenzbeitrag |
| 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. | Konferenzbeitrag |
| 2019 | Towards Contradiction Detection in German: A Translation-Driven Approach
Sifa, Rafet; Pielka, Maren; Ramamurthy, Rajkumar; Ladi, Anna; Hillebrand, Lars; Bauckhage, Christian | Konferenzbeitrag |
| 2019 | Towards measuring risk factors in privacy policies
Nejad, N.M.; Graux, D.; Collarana, D. | Konferenzbeitrag |
| 2019 | Towards Semantically Structuring GitHub
Kubitza, Dennis Oliver; Boeckmann, Matthias; Graux, Damien | Konferenzbeitrag |
| 2019 | Triple Classification Using Regions and Fine-Grained Entity Typing
Dong, Tiansi; Wang, Zhigang; Li, Juanzi; Bauckhage, Christian; Cremers, Armin B. | Konferenzbeitrag |
| 2019 | Two Attempts to Predict Author Gender in Cross-Genre Settings in Dutch
Brito, Eduardo; Sifa, Rafet; Bauckhage, Christian | Konferenzbeitrag |
| 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 | Konferenzbeitrag |
| 2019 | Unabhängige digitale Bildung mit dem Raspberry Pi, Open Source Software und OER
Hübner, Tobias; Lebedynska, Viktoriya | Aufsatz in Buch |
| 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. | Zeitschriftenaufsatz |
| 2019 | Uniform access to multiform data lakes using semantic technologies
Mami, M.N.; Graux, D.; Scerri, S.; Jabeen, H.; Auer, S.; Lehmann, J. | Konferenzbeitrag |
| 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 | Bericht |
| 2019 | Using a KG-Copy Network for Non-goal Oriented Dialogues
Chaudhuri, D.; Rony, M.R.A.H.; Jordan, S.; Lehmann, J. | Konferenzbeitrag |
| 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 | Bericht |
| 2019 | Visualization and interaction for ontologies and linked data - Editorial
Ivanova, V.; Lambrix, P.; Lohmann, S.; Pesquita, C. | Zeitschriftenaufsatz |
| 2019 | What company does my news article refer to? Tackling multiclass problems with topic modeling
Lübbering, M.; Kunkel, J.; Farrell, P. | Konferenzbeitrag |