Publications
- 2023
- 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
Differentiable Change-point Detection With Temporal Point Processes
Koley, P., Alimi, H., Singla, S., Bhattacharya, S., Ganguly, N. & De, A., 2023, In: Proceedings of Machine Learning Research. 206, p. 6940-6955 16 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
Dispute Resolution with OWL DL and Reasoning
Baimuratov, I., Lisanyuk, E. & Prokudin, D., 2023, Proceedings of the 36th International Workshop on Description Logics (DL 2023): co-located with the 20th International Conference on Principles of Knowledge Representation and Reasoning and the 21st International Workshop on Non-Monotonic Reasoning (KR 2023 and NMR 2023). . (CEUR Workshop Proceedings; vol. 3515).Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review
- Published
DuetCS: Code Style Transfer through Generation and Retrieval
Chen, B. & Abedjan, Z., 2023, 2023 IEEE/ACM 45th International Conference on Software Engineering: ICSE 2023. IEEE Computer Society, p. 2362-2373 12 p. (Proceedings - International Conference on Software Engineering).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Duplicate Table Detection with Xash
Koch, M., Esmailoghli, M., Auer, S. & Abedjan, Z., 2023, Datenbanksysteme fur Business, Technologie und Web: BTW 2013. Konig-Ries, B., Scherzinger, S., Lehner, W. & Vossen, G. (eds.). Gesellschaft fur Informatik (GI), p. 367-390 24 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. P-331).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Efficient ECG-based Atrial Fibrillation Detection via Parameterised Hypercomplex Neural Networks
Basso, L., Ren, Z. & Nejdl, W., 2023, 31st European Signal Processing Conference: EUSIPCO 2023. p. 1375-1379 5 p. (European Signal Processing Conference).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Enhancing Interpretability of Machine Learning Models over Knowledge Graphs
Chudasama, Y., Purohit, D., Rohde, P. D. & Vidal, M. E., 2023, SEMPDS 2023: Posters and Demos at SEMANTiCS 2023. 5 p. (CEUR Workshop Proceedings; vol. 3526).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
Exploiting Diversity of Automatic Transcripts from Distinct Speech Recognition Techniques for Children's Speech
Gebauer, C., Rumberg, L., Ehlert, H., Lüdtke, U. & Ostermann, J., 2023, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2023-August, p. 4578-4582 5 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
FAMESUMM: Investigating and Improving Faithfulness of Medical Summarization
Zhang, N., Zhang, Y., Guo, W., Mitra, P. & Zhang, R., 2023, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. Bouamor, H., Pino, J. & Bali, K. (eds.). p. 10915-10931 17 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Fast Yet Effective Speech Emotion Recognition with Self-Distillation
Ren, Z., Chang, Y., Schuller, B. W. & Nguyen, T. T., 2023, IEEE International Conference on Acoustics, Speech and Signal Processing: ICASSP 2023. Institute of Electrical and Electronics Engineers Inc., 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2023-June).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
GENEMASK: Fast Pretraining of Gene Sequences to Enable Few-Shot Learning
Roy, S., Wallat, J., Sundaram, S. S., Nejdl, W. & Ganguly, N., 2023, ECAI 2023 : 26th European Conference on Artificial Intelligence, including 12th Conference on Prestigious Applications of Intelligent Systems, PAIS 2023. Gal, K., Gal, K., Nowe, A., Nalepa, G. J., Fairstein, R. & Radulescu, R. (eds.). p. 2002-2009 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 372).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Graph learning-based generation of abstractions for reinforcement learning
Xue, Y., Kudenko, D. & Khosla, M., 2023, In: Neural Computing and Applications. 2023Research output: Contribution to journal › Article › Research › peer review
- Published
How Learnweb Can Support Science Education Research on Climate Change in Social Media
Upadhyaya, A., Pfeiffer, C., Astappiev, O., Marenzi, I., Lenzer, S., Nehring, A. & Fisichella, M., 2023, Methodologies and Intelligent Systems for Technology Enhanced Learning, 12th International Conference . Temperini, M., Scarano, V., Marenzi, I., Kravcik, M., Popescu, E., Lanzilotti, R., Gennari, R., De La Prieta, F., Di Mascio, T. & Vittorini, P. (eds.). Cham, p. 149-154 6 p. (Lecture Notes in Networks and Systems; vol. 580 LNNS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Human Spine Motion Capture using Perforated Kinesiology Tape
Hachmann, H. & Rosenhahn, B., 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops: CVPRW 2023. IEEE Computer Society, p. 5149-5157 9 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2023-June).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Hybrid human-AI driven open personalized education
Tavakoli, M., 2023, Hannover. 129 p.Research output: Thesis › Doctoral thesis
- Published
HyperSparse Neural Networks: Shifting Exploration to Exploitation through Adaptive Regularization
Glandorf, P., Kaiser, T. & Rosenhahn, B., 2023, 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW). Institute of Electrical and Electronics Engineers Inc., p. 1226-1235 10 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Intensity-Valued Emotions Help Stance Detection of Climate Change Twitter Data
Upadhyaya, A., Fisichella, M. & Nejdl, W., 2023, Proceedings of the 32nd International Joint Conference on Artificial Intelligence, IJCAI 2023. Elkind, E. (ed.). p. 6246-6254 9 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2023-August).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Interpretable Clinical Trial Search using Pubmed Citation Network
Roy, S., Ganguly, N., Sural, S. & Rudra, K., 2023, 2023 IEEE International Conference on Digital Health: ICDH. Chang, C. K., Chang, R. N., Fan, J., Fox, G. C., Jin, Z., Pravadelli, G. & Shahriar, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 328-338 11 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Knowledge extraction from unstructured data
Sakor, A., 2023, Hannover. 184 p.Research output: Thesis › Doctoral thesis