Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAISPublikationen 2021
| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2021 | Predicting Player Churn with Echo State Networks Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2021 | Preface Bauckhage, Christian; Gall, Juergen; Schwing, Alexander Gerhard |
Editorial |
| 2021 | Propensity-score-matched comparison of safety, efficacy, and outcome of intravascular lithotripsy versus high-pressure PTCA in coronary calcified lesions Aksoy, A.; Tiyerili, V.; Jansen, N.; Al Zaidi, M.; Thiessen, M.; Sedaghat, A.; Becher, M.U.; Jansen, F.; Nickenig, G.; Zimmer, S. |
Zeitschriftenaufsatz Journal Article |
| 2021 | Proxy Indicators for the Quality of Open-domain Dialogues Nedelchev, Rostislav; Lehmann, Jens; Usbeck, Ricardo |
Konferenzbeitrag Conference Paper |
| 2021 | PyKEEN 1.0: A python library for training and evaluating knowledge graph embeddings Ali, Mehdi; Berrendorf, Max; Hoyt, Charles Tapley; Vermue, Laurent; Sharifzadeh, Sahand; Tresp, Volker; Lehmann, Jens |
Zeitschriftenaufsatz Journal Article |
| 2021 | Reference Architecture Models for Smart Service Networks Bader, Sebastian Richard; Stojanović, Ljiljana |
Aufsatz in Buch Book Article |
| 2021 | Relational Pattern Benchmarking on the Knowledge Graph Link Prediction Task Sadeghi, Afshin; Abdul Malik, Hirra; Collarana, Diego; Lehmann, Jens |
Konferenzbeitrag Conference Paper |
| 2021 | Relative Flatness and Generalization Petzka, Henning; Kamp, Michael; Adilova, Linara; Sminchisescu, Cristian; Boley, Mario |
Konferenzbeitrag Conference Paper |
| 2021 | Semantic Based Approach for Entity Matching on Noisy Semistructured Data Nikhil, Acharya |
Master Thesis |
| 2021 | Semantic Concept Testing in Autonomous Driving by Extraction of Object-Level Annotations from CARLA Gannamaneni, Sujan Sai; Houben, Sebastian; Akila, Maram |
Konferenzbeitrag Conference Paper |
| 2021 | Small Data in NLU: Proposals towards a Data-Centric Approach Zarcone, Alessandra; Lehmann, Jens; Habets, Emanuel |
Konferenzbeitrag nicht im Tagungsband Conference Paper not in Proceedings |
| 2021 | Space Efficient Context Encoding for Non-Task-Oriented Dialogue Generation with Graph Attention Transformer Galetzka, Fabian; Rose, Jewgeni; Schlangen, David; Lehmann, Jens |
Konferenzbeitrag Conference Paper |
| 2021 | Street-Map Based Validation of Semantic Segmentation in Autonomous Driving Rüden, Laura von; Wirtz, Tim; Hueger, Fabian; Schneider, Jan David; Piatkowski, Nico; Bauckhage, Christian |
Konferenzbeitrag Conference Paper |
| 2021 | Supervised autoencoder variants for end to end anomaly detection Lübbering, Max; Gebauer, Michael; Ramamurthy, Rajkumar; Sifa, Rafet; Bauckhage, Christian |
Konferenzbeitrag Conference Paper |
| 2021 | Supporting verification of news articles with automated search for semantically similar articles Gupta, Vishwani; Beckh, Katharina; Giesselbach, Sven; Wegener, Dennis; Wirtz, Tim |
Konferenzbeitrag Conference Paper |
| 2021 | Switching Dynamical Systems with Deep Neural Networks Ojeda, César; Georgiev, Bogdan; Cvejoski, Kostadin; Schücker, Jannis; Bauckhage, Christian; Sánchez, Ramsés J. |
Konferenzbeitrag Conference Paper |
| 2021 | Swords, Data and Balls: Extracting Extreme Behavioural Prototypes with Kernel Minimum Enclosing Balls Kondratiuk, Hanna; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2021 | System zur evolutionären Optimierung pseudoboolescher Polynome Piatkowski, Nico; Mücke, Sascha |
Patent |
| 2021 | System zur evolutionären Optimierung pseudoboolescher Polynome Piatkowski, Nico; Mücke, Sascha |
Patent |
| 2021 | Tackling Contradiction Detection in German Using Machine Translation and End-to-End Recurrent Neural Networks Pielka, Maren; Sifa, Rafet; Hillebrand, Lars Patrick; Biesner, David; Ramamurthy, Rajkumar; Ladi, Anna; Bauckhage, Christian |
Konferenzbeitrag Conference Paper |
| 2021 | tanh Neurons are Bayesian Decision Makers Bauckhage, Christian; Sifa, Rafet; Hecker, Dirk |
Konferenzbeitrag Conference Paper |
| 2021 | Template-based Question Answering using Recursive Neural Networks Athreya, R.G.; Bansal, S.K.; Ngonga Ngomo, Axel-Cyrille; Usbeck, Ricardo |
Konferenzbeitrag Conference Paper |
| 2021 | Temporal Knowledge Graph Completion using a Linear Temporal Regularizer and Multivector Embeddings Xu, Chengjin; Chen, Yung-Yu; Nayyeri, Mojtaba; Lehmann, Jens |
Konferenzbeitrag Conference Paper |
| 2021 | The Standardization Process as a Chance for Conceptual Refinement of a Disaster Risk Management Framework: The ARCH Project Lindner, R.; Lückerath, Daniel; Milde, Katharina; Ullrich, Oliver; Maresch, S.; Peinhardt, K.; Latinos, V.; Hernantes, J.; Jaca, C. |
Zeitschriftenaufsatz Journal Article |
| 2021 | Tiefe neuronale Netze Bauckhage, Christian; Hübner, Wolfgang; Hug, Ronny; Paaß, Gerhard |
Aufsatz in Buch Book Article |
| 2021 | Time-aware Graph Neural Network for Entity Alignment between Temporal Knowledge Graphs Xu, Chengjin; Su, Fenglong; Lehmann, Jens |
Konferenzbeitrag Conference Paper |
| 2021 | Toward flexible visual analytics augmented through smooth display transitions Tominski, Christian; Andrienko, Gennady; Andrienko, Natalia; Bleisch, S.; Fabrikant, S.I.; Mayr, E.; Miksch, Silvia; Pohl, M.; Skupin, A. |
Zeitschriftenaufsatz Journal Article |
| 2021 | Towards holistic Entity Linking: Survey and directions Oliveira, I.L.; Fileto, R.; Speck, R.; Garcia, L.P.F.; Moussallem, D.; Lehmann, Jens |
Zeitschriftenaufsatz Journal Article |
| 2021 | Towards Intelligent Food Waste Prevention: An Approach Using Scalable and Flexible Harvest Schedule Optimization with Evolutionary Algorithms Günder, Maurice; Piatkowski, Nico; Rüden, Laura von; Sifa, Rafet; Bauckhage, Christian |
Zeitschriftenaufsatz Journal Article |
| 2021 | Towards Structural Hyperparameter Search in Kernel Minimum Enclosing Balls Kondratiuk, Hanna; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2021 | Towards the Detection and Visual Analysis of COVID-19 Infection Clusters Antweiler, Dario; Sessler, David; Ginzel, Sebastian; Kohlhammer, Jörn |
Konferenzbeitrag Conference Paper |
| 2021 | Toxicity Detection in Online Comments with Limited Data: A Comparative Analysis Lübbering, Max; Pielka, Maren; Das, Kajaree; Gebauer, Michael; Ramamurthy, Rajkumar; Bauckhage, Christian; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2021 | Trans4E: Link prediction on scholarly knowledge graphs Nayyeri, M.; Cil, G.M.; Vahdati, Sahar; Osborne, F.; Rahman, M.; Angioni, S.; Salatino, A.; Recupero, D.R.; Vassilyeva, N.; Motta, E.; Lehmann, Jens |
Zeitschriftenaufsatz Journal Article |
| 2021 | Utilizing Representation Learning for Robust Text Classification Under Datasetshift Lübbering, Max; Gebauer, Michael; Ramamurthy, Rajkumar; Pielka, Maren; Bauckhage, Christian; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2021 | Validation of Simulation-Based Testing: Bypassing Domain Shift with Label-to-Image Synthesis Rosenzweig, Julia; Brito Chacon, Eduardo Alfredo; Kobialka, Hans-Ulrich; Akila, Maram; Schmidt, Nico M.; Schlicht, Peter; Schneider, Jan David; Hüger, Fabian; Rottmann, Matthias; Houben, Sebastian; Wirtz, Tim |
Konferenzbeitrag Conference Paper |
| 2021 | Validation of Simulation-Based Testing: Bypassing Domain Shift with Label-to-Image Synthesis Rosenzweig, Julia; Brito, Eduardo; Kobialka, Hans-Ulrich; Akila, Maram; Schmidt, Nico M.; Schlicht, Peter; Schneider, Jan David; Hüger, Fabian; Rottmann, Matthias; Houben, Sebastian; Wirtz, Tim |
Vortrag Presentation |
| 2021 | Verfahren zur Anzeige von Videos Vonolfen, Wolfgang; Eickeler, Stefan; Isajczuk, Peter |
Patent |
| 2021 | Verfahren zur Anzeige von Videos Vonolfen, Wolfgang; Eickeler, Stefan; Isajczuk, Peter |
Patent |
| 2021 | Vertrauenswürdiges, transparentes und robustes Maschinelles Lernen Bauckhage, Christian; Fürnkranz, Johannes; Paaß, Gerhard |
Aufsatz in Buch Book Article |
| 2021 | Visual Analytics for Characterizing Mobility Aspects of Urban Context Andrienko, Gennady; Andrienko, Natalia; Patterson, Fabian; Chen, Siming; Weibel, Robert; Huang, H.; Doulkeridis, C.; Georgiou, H.; Pelekis, N.; Theodoridis, Y.; Nanni, M.; Longhi, L.; Koumparos, A.; Yasar, A.; Kureshi, I. |
Aufsatz in Buch Book Article |
| 2021 | Visual Analytics of Vessel Movement Andrienko, Natalia V.; Andrienko, Gennady L. |
Aufsatz in Buch Book Article |
| 2021 | VOGUE: Answer Verbalization Through Multi-Task Learning Kacupaj, E.; Premnadh, S.; Singh, Kuldeep; Lehmann, Jens; Maleshkova, Maria |
Konferenzbeitrag Conference Paper |
| 2021 | Vom Textgenerator zum digitalen Experten Paaß, Gerhard; Hecker, Dirk |
Zeitschriftenaufsatz Journal Article |
| 2021 | Zur Systematischen Bewertung der Vertrauenswürdigkeit von KI-Systemen Poretschkin, Maximilian; Mock, Michael; Wrobel, Stefan |
Konferenzbeitrag Conference Paper |
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica
This list has been generated from the publication platform Fraunhofer-Publica