Find publications
- 2023
- Published
Quality Monitoring Procedure in Additive Material Extrusion Using Machine Learning
Rathje, A., Witt, R., Knott, A. L., Küster, B., Stonis, M., Overmeyer, L. & Schmitt, R. H., 11 Feb 2023, Software Engineering and Formal Methods. SEFM 2022 Collocated Workshops: AI4EA, F-IDE, CoSim-CPS, CIFMA, Berlin, Germany, September 26–30, 2022, Revised Selected Papers. Masci, P., Bernardeschi, C., Palmieri, M., Graziani, P. & Koddenbrock, M. (eds.). Cham, p. 93-102 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13765 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
A Comparison of Automated Journal Recommender Systems
Entrup, E., Ewerth, R. & Hoppe, A., 2023, Linking Theory and Practice of Digital Libraries. Alonso, O., Cousijn, H., Silvello, G., Marchesin, S., Marrero, M. & Teixeira Lopes, C. (eds.). p. 230-238 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14241 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
An Upper Ontology for Modern Science Branches and Related Entities
Fathalla, S., Lange, C. & Auer, S., 2023, The Semantic Web : 20th International Conference, ESWC 2023, Hersonissos, Crete, Greece, May 28–June 1, 2023, Proceedings. Pesquita, C., Faria, D., Jimenez-Ruiz, E., McCusker, J., Dragoni, M., Dimou, A., Troncy, R. & Hertling, S. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 436-453 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13870 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Challenges for Healthcare Data Analytics Over Knowledge Graphs
Vidal, M., Niazmand, E., Rohde, P. D., Iglesias, E. & Sakor, A., 2023, Transactions on Large-Scale Data- and Knowledge-Centered Systems LIV: Special Issue on Data Management - Principles, Technologies, and Applications. Hameurlain, A., Tjoa, A. M., Boucelma, O. & Toumani, F. (eds.). p. 89-118 30 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14160 LNCS).Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review
- Published
Classification of Visualization Types and Perspectives in Patents
Ghauri, J. A., Müller-Budack, E. & Ewerth, R., 2023, Linking Theory and Practice of Digital Libraries. Alonso, O., Cousijn, H., Silvello, G., Marchesin, S., Marrero, M. & Teixeira Lopes, C. (eds.). p. 182-191 10 p. (Lecture Notes in Computer Sciences; vol. 14241).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
CondTraj-GAN: Conditional Sequential GAN for Generating Synthetic Vehicle Trajectories
Henke, N., Wonsak, S., Mitra, P., Nolting, M. & Tempelmeier, N., 2023, Advances in Knowledge Discovery and Data Mining : 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, Osaka, Japan, May 25–28, 2023, Proceedings, Part II. Kashima, H., Ide, T. & Peng, W.-C. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 79-91 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13936 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
Cooperative Co-Evolution for Ensembles of Nested Dichotomies for Multi-Class Classification.
Wever, M., Özdogan, M. & Hüllermeier, E., 2023, GECCO 2023 - Proceedings of the 2023 Genetic and Evolutionary Computation Conference. p. 597-605 9 p. (Proceedings of the Genetic and Evolutionary Computation Conference).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Describing and Organizing Semantic Web and Machine Learning Systems in the SWeMLS-KG
Ekaputra, F. J., Llugiqi, M., Sabou, M., Ekelhart, A., Paulheim, H., Breit, A., Revenko, A., Waltersdorfer, L., Farfar, K. E. & Auer, S., 2023, The Semantic Web : 20th International Conference, ESWC 2023, Hersonissos, Crete, Greece, May 28–June 1, 2023, Proceedings. Pesquita, C., Faria, D., Jimenez-Ruiz, E., McCusker, J., Dragoni, M., Dimou, A., Troncy, R. & Hertling, S. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 372-389 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13870 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Developing an AI-Enabled IIoT Platform: Lessons Learned from Early Use Case Validation
Eichelberger, H., Palmer, G., Reimer, S., Vu, T. T., Do, H., Laridi, S., Weber, A., Niederée, C. & Hildebrandt, T., 2023, Software Architecture: ECSA 2022 Tracks and Workshops. Batista, T., Raibulet, C., Bures, T. & Muccini, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 265-283 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13928 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Evaluating Prompt-Based Question Answering for Object Prediction in the Open Research Knowledge Graph
D’Souza, J., Hrou, M. & Auer, S., 2023, Database and Expert Systems Applications . Strauss, C., Amagasa, T., Kotsis, G., Khalil, I. & Tjoa, A. M. (eds.). p. 508-515 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14146 LNCS).Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review
- Published
Fault Detection Mechanisms for COTS FPGA Systems Used in Low Earth Orbit
Oberschulte, T., Marten, J. & Blume, H., 2023, Embedded Computer Systems: Architectures, Modeling, and Simulation - 23rd International Conference, SAMOS 2023, Proceedings. Silvano, C., Reichenbach, M. & Pilato, C. (eds.). Springer International Publishing AG, p. 19-32 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14385 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
Hierarchical Decentralized Deep Reinforcement Learning Architecture for a Simulated Four-Legged Agent
Zai El Amri, W., Hermes, L. & Schilling, M., 2023, Machine Learning, Optimization, and Data Science. Nicosia, G., Giuffrida, G., Ojha, V., La Malfa, E., La Malfa, G., Pardalos, P., Di Fatta, G. & Umeton, R. (eds.). p. 265-280 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13811 LNCS).Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review
- Published
High Performance Instruction Fetch Structure within a RISC-V Processor for Use in Harsh Environments
Hawich, M., Rumpeltin, N. (Contributor), Rücker, M. (Contributor), Stuckenberg, T. (Contributor) & Blume, H., 2023, Lecture Notes in Computer Science: Embedded Computer Systems: Architectures, Modeling, and Simulation 23rd International Conference, SAMOS 2023 Samos, Greece, July 2–6, 2023 Proceedings. Silvano, C., Reichenbach, M. & Pilato, C. (eds.). Vol. 23. p. 255-268 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14385 LNCS).Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review
- Published
Listwise Explanations for Ranking Models Using Multiple Explainers
Lyu, L. & Anand, A., 2023, Advances in Information Retrieval - 45th European Conference on Information Retrieval, ECIR 2023, Proceedings. Kamps, J., Goeuriot, L., Crestani, F., Maistro, M., Joho, H., Davis, B., Gurrin, C., Caputo, A. & Kruschwitz, U. (eds.). Cham, p. 653-668 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13980 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Logics with Probabilistic Team Semantics and the Boolean Negation.
Hannula, M., Hirvonen, M., Kontinen, J., Mahmood, Y., Meier, A. & Virtema, J., 2023, JELIA 2023: Logics in Artificial Intelligence. Gaggl, S., Martinez, M. V., Ortiz, M. & Ortiz, M. (eds.). Cham, p. 665-680 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14281 LNAI).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
M3T: Multi-class Multi-instance Multi-view Object Tracking for Embodied AI Tasks
Khan, M., Abu-Khalaf, J., Suter, D. & Rosenhahn, B., 2023, Image and Vision Computing: 37th International Conference, IVCNZ 2022, Auckland, New Zealand, November 24–25, 2022, Revised Selected Papers. Yan, W. Q., Nguyen, M. & Stommel, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 246-261 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13836 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
Meta-learning for Automated Selection of Anomaly Detectors for Semi-supervised Datasets.
Schubert, D., Gupta, P. & Wever, M., 2023, Advances in Intelligent Data Analysis XXI - 21st International Symposium on Intelligent Data Analysis, IDA 2023, Proceedings. Crémilleux, B., Hess, S. & Nijssen, S. (eds.). p. 392-405 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13876 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Online Quantization Adaptation for Fault-Tolerant Neural Network Inference
Beyer, M., Borrmann, J. M., Guntoro, A. & Blume, H., 2023, Computer Safety, Reliability, and Security: 42nd International Conference, SAFECOMP 2023, Toulouse, France, September 20–22, 2023, Proceedings. Guiochet, J., Tonetta, S. & Bitsch, F. (eds.). Springer International Publishing AG, p. 243–256 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14181 LNCS).Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review
- Published
SAP-KG: Synonym Predicate Analyzer Across Multiple Knowledge Graphs
Niazmand, E. & Vidal, M., 2023, The Semantic Web: ESWC 2023 Satellite Events. Pesquita, C., Skaf-Molli, H., Efthymiou, V., Kirrane, S., Ngonga, A., Collarana, D., Cerqueira, R., Alam, M., Trojahn, C. & Hertling, S. (eds.). p. 48-53 6 p. (Lecture Notes in Computer Science; vol. 13998).Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review
- Published
SHACL-ACL: Access Control with SHACL
Rohde, P. D., Iglesias, E. & Vidal, M., 2023, The Semantic Web: ESWC 2023 Satellite Events. Pesquita, C., Skaf-Molli, H., Efthymiou, V., Kirrane, S., Ngonga, A., Collarana, D., Cerqueira, R., Alam, M., Trojahn, C. & Hertling, S. (eds.). p. 22-26 5 p. (Lectur Notes in Computer Science; vol. 13998).Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review