Publications
2023
- 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 and Explainable Neural Ranking
Leonhardt, L. J., 2023, Hannover. 165 p.Research output: Thesis › Doctoral thesis
- 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
Exploration and adaptation of large language models for specialized domains
Aken, B. V., 2023, Hannover. 156 p.Research output: Thesis › Doctoral thesis
- 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
- Published
Knowledge Graph Creation Challenge: Results for SDM-RDFizer
Iglesias, E. & Vidal, M. E., 2023, Knowledge Graph Construction: Proceedings of the 4th International Workshop on Knowledge Graph Construction co-located with 20th Extended Semantic Web Conference. 8 p. (CEUR Workshop Proceedings; vol. 3471).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Knowledge Graph Injection for Reinforcement Learning
Wardenga, R., Kovriguina, L., Pliukhin, D., Radyush, D., Smoliakov, I., Xue, Y., Müller, H., Pismerov, A., Mouromtsev, D. & Kudenko, D., 2023, Deep Learning for Knowledge Graphs 2023: Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG 2023) co-located with the 21th International Semantic Web Conference (ISWC 2023). (CEUR Workshop Proceedings; vol. 3559).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Knowledge Transfer for on-Device Speech Emotion Recognition With Neural Structured Learning
Chang, Y., Ren, Z., Nguyen, T. T., Qian, K. & Schuller, B. W., 2023, 2023 IEEE International Conference on Acoustics, Speech and Signal Processing : ICASSP. Institute of Electrical and Electronics Engineers Inc., 5 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Learning-Based Scalable Video Coding with Spatial and Temporal Prediction
Benjak, M., Chen, Y. H., Peng, W. H. & Ostermann, J., 2023, 2023 IEEE International Conference on Visual Communications and Image Processing, VCIP 2023. Institute of Electrical and Electronics Engineers Inc.Research output: Chapter in book/report/conference proceeding › Conference contribution › 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
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
- Published
MANDO-HGT: Heterogeneous Graph Transformers for Smart Contract Vulnerability Detection
Nguyen, H. H., Nguyen, N. M., Xie, C., Ahmadi, Z., Kudendo, D., Doan, T. N. & Jiang, L., 2023, 2023 IEEE/ACM 20th International Conference on Mining Software Repositories (MSR): MSR. Institute of Electrical and Electronics Engineers Inc., p. 334-346 13 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Mining Symbolic Rules to Explain Lung Cancer Treatments
Purohit, D. & 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. 69-74 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
Neuro Intel: A System for Clinical Diagnosis of Attention Deficit Hyperactivity Disorder (ADHD) Using Artificial Intelligence
Batsakis, S., Papadakis, E., Tachmazidis, I., Chen, T., Antoniou, G. & Adamou, M., 2023, IEEE ISCC 2023 : 28th IEEE Symposium on Computers and Communications - Computers and Communications for the benefits of Humanity. Institute of Electrical and Electronics Engineers Inc., (Proceedings - IEEE Symposium on Computers and Communications; vol. 2023-July).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
NFDI4DS Infrastructure and Services
Schimmler, S., Wentzel, B., Bleier, A., Dietze, S., Karmakar, S., Mutschke, P., Kraft, A., Taffa, T. A., Usbeck, R., Boukhers, Z., Auer, S., Castro, L. J., Ackermann, M. R., Neumuth, T., Schneider, D., Abedjan, Z., Latif, A., Limani, F., Ahmad, R. A., Rehm, G., Khorasani, S. A. & Lieber, M., 2023, INFORMATIK 2023 - Designing Futures: Zukunfte gestalten: Proceedings. Klein, M., Krupka, D., Winter, C. & Wohlgemuth, V. (eds.). Gesellschaft fur Informatik (GI), p. 919-924 6 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. P-337).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research
- Published
Partial Multi-label Learning via Constraint Clustering
Siahroudi, S. K. & Kudenko, D., 2023, Neural Information Processing: 30th International Conference, ICONIP 2023. Luo, B., Cheng, L., Wu, Z.-G., Li, H. & Li, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 453-469 17 p. (Communications in Computer and Information Science; vol. 1965 CCIS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Preface
Temperini, M., Marenzi, I., Popescu, E., Gennari, R., Di Mascio, T., Scarano, V., Kravcik, M., Lanzilotti, R., De La Prieta, F. & Vittorini, P., 2023, Methodologies and Intelligent Systems for Technology Enhanced Learning: 12th International Conference. Cham, p. v-vi 2 p. (Lecture Notes in Networks and Systems).Research output: Chapter in book/report/conference proceeding › Foreword/postscript › Research › peer review
- Published
Rate Adaptation for Learned Two-layer B-frame Coding without Signaling Motion Information
Xie, H. S., Chen, Y. H., Peng, W. H., Benjak, M. & Ostermann, J., 2023, 2023 IEEE International Conference on Visual Communications and Image Processing, VCIP 2023. Institute of Electrical and Electronics Engineers Inc., (IEEE International Conference on Visual Communications and Image Processing).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
RuBICon - "Rule-based initialisation of converter dominated grids" : Abschlussbericht des Verbundes
Mertens, A., Meyer, R., Mirzadeh, M., Sourkounis, P., Strunk, R., Bekker, I., Hofmann, L., Blaufuß, C., Torres, J., Werle, P., Matter, S., Munderloh, M., Ostermann, J., Ünal, B., Erckrath, T., Unruh, P., Bendfeld, C., Seibel, A., Jung, M. & Brandl, R., 2023, Hannover.Research output: Book/Report › Commissioned report › Research
- 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
SciKGTeX: A LATEX Package to Semantically Annotate Contributions in Scientific Publications
Bless, C., Baimuratov, I. & Karras, O., 2023, 2023 ACM/IEEE Joint Conference on Digital Libraries: JCDL. Institute of Electrical and Electronics Engineers Inc., p. 155-164 10 p. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries; vol. 2023-June).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Self-Explaining Neural Networks for Respiratory Sound Classification with Scale-free Interpretability
Ren, Z., Nguyen, T. T., Zahed, M. M. & Nejdl, W., 2023, 2023 International Joint Conference on Neural Networks (IJCNN). Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2023-June).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Semantic data integration and knowledge graph creation at scale
Jozashoori, S., 2023, Hannover. 159 p.Research output: Thesis › Doctoral thesis
- Published
Semantic Methods for Events and Stories: (SEMMES)
Lisena, P., Tiddi, I., Gottschalk, S. & Steels, L., 2023, ESWC-JP 2023: ESWC 2023 Workshops and Tutorials Joint Proceedings. 2 p. (CEUR Workshop Proceedings; vol. 3443).Research output: Chapter in book/report/conference proceeding › Foreword/postscript › 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