Publications
2024
- Published
Saliency Detection in Educational Videos: Analyzing the Performance of Current Models, Identifying Limitations and Advancement Directions
Navarrete, E., Ewerth, R. & Hoppe, A., 21 Oct 2024, CIKM 2024 : Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. p. 1743-1751 9 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Understanding the User: An Intent-Based Ranking Dataset
Anand, A., Leonhardt, J., Venktesh, V. & Anand, A., 21 Oct 2024, CIKM 2024 : Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. p. 5323-5327 5 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
A Neuro-Symbolic Approach for Faceted Search in Digital Libraries
Khalid, M., Auer, S. & Stocker, M., 19 Oct 2024, ECAI 2024 - 27th European Conference on Artificial Intelligence, Including 13th Conference on Prestigious Applications of Intelligent Systems, PAIS 2024, Proceedings. Endriss, U., Melo, F. S., Bach, K., Bugarin-Diz, A., Alonso-Moral, J. M., Barro, S. & Heintz, F. (eds.). p. 1238-1245 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 392).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
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Entity Matching Across Small Networks Using Node Attributes
Ahmadi, Z., Zhang, Z., Nguyen, H. H., Burdisso, S., Madikeri, S., Motlicek, P., Dikici, E., Backfried, G., Kovac, M., Maly, K. & Kudenko, D., 19 Oct 2024, ECAI 2024 - 27th European Conference on Artificial Intelligence, Including 13th Conference on Prestigious Applications of Intelligent Systems, PAIS 2024. Endriss, U., Melo, F. S., Bach, K., Bugarin-Diz, A., Alonso-Moral, J. M., Barro, S. & Heintz, F. (eds.). p. 4602-4609 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 392).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Spatially Constrained Transformer with Efficient Global Relation Modelling for Spatio-Temporal Prediction
Sao, A. & Gottschalk, S., 19 Oct 2024, ECAI 2024. Endriss, U., Melo, F. S., Bach, K., Bugarin-Diz, A., Alonso-Moral, J. M., Barro, S. & Heintz, F. (eds.). p. 2781-2789 9 p. (Frontiers in Artificial Intelligence and Applications; vol. 392).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Continual Domain Randomization
Josifovski, J., Auddy, S., Malmir, M., Piater, J., Knoll, A. & Navarro-Guerrero, N., 14 Oct 2024, 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2024. Institute of Electrical and Electronics Engineers Inc., p. 4965-4972 8 p. (IEEE International Conference on Intelligent Robots and Systems).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Can Editorial Decisions Impair Journal Recommendations? Analysing the Impact of Journal Characteristics on Recommendation Systems
Entrup, E., Ewerth, R. & Hoppe, A., 8 Oct 2024, Proceedings of the 18th ACM Conference on Recommender Systems: RecSys 2024. p. 1062-1066 5 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Federated Querying of Scholarly Communication Infrastructures
Haris, M., Auer, S. & Stocker, M., 8 Oct 2024, Scientific Knowledge: Representation, Discovery, and Assessment 2024. 11 p. (CEUR Workshop Proceedings; vol. 3780).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Coming Home in the Age of Industry 4.0? The Effects of Offshoring and Backshoring on Manufacturing Companies’ Success
Werbik, A., Nussbaum, J. & Winter, J., 1 Oct 2024, In: Sci. 6, 4, 14 p., 58.Research output: Contribution to journal › Article › Research › peer review
- Published
A Trustworthy Approach to Classify and Analyze Epidemic-Related Information From Microblogs
Nguyen, T. H., Fisichella, M. & Rudra, K., Oct 2024, In: IEEE Transactions on Computational Social Systems. 11, 5, p. 6229-6241 13 p.Research output: Contribution to journal › Article › Research › peer review
- Published
IndMask: Inductive Explanation for Multivariate Time Series Black-Box Models
Nasr, S. & Sikdar, S., Oct 2024, ECAI 2024 - 27th European Conference on Artificial Intelligence, Including 13th Conference on Prestigious Applications of Intelligent Systems, PAIS 2024, Proceedings. Endriss, U., Melo, F. S., Bach, K., Bugarin-Diz, A., Alonso-Moral, J. M., Barro, S. & Heintz, F. (eds.). p. 1108-1115 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 392).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Self-supervised domain adaptation for machinery remaining useful life prediction
Le Xuan, Q., Munderloh, M. & Ostermann, J., Oct 2024, In: Reliability Engineering and System Safety. 250, 16 p., 110296.Research output: Contribution to journal › Article › Research › peer review
- Published
A Reputation System for Scientific Contributions Based on a Token Economy
Bless, C., Denzler, A., Karras, O. & Auer, S., 26 Sept 2024, Linking Theory and Practice of Digital Libraries : 28th International Conference on Theory and Practice of Digital Libraries, TPDL 2024, Proceedings. Antonacopoulos, A., Hinze, A., Vanderschantz, N., Piwowarski, B., Coustaty, M., Di Nunzio, G. M. & Gelati, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 41-61 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15177 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
SWARM-SLR: Streamlined Workflow Automation for Machine-Actionable Systematic Literature Reviews
Wittenborg, T., Karras, O. & Auer, S., 26 Sept 2024, Linking Theory and Practice of Digital Libraries : 28th International Conference on Theory and Practice of Digital Libraries, TPDL 2024, Proceedings. Antonacopoulos, A., Hinze, A., Vanderschantz, N., Piwowarski, B., Coustaty, M., Di Nunzio, G. M. & Gelati, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 20-40 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15177 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
An Updated Analysis of Learning Resource Metadata Usage on the Web
Sebastian, R. & Hoppe, A., 25 Sept 2024, Linking Theory and Practice of Digital Libraries : 28th International Conference on Theory and Practice of Digital Libraries, TPDL 2024, Proceedings. Antonacopoulos, A., Hinze, A., Vanderschantz, N., Piwowarski, B., Coustaty, M., Di Nunzio, G. M. & Gelati, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 85-94 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15178 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Effective Context Selection in LLM-Based Leaderboard Generation: An Empirical Study
Kabongo, S., D’Souza, J. & Auer, S., 20 Sept 2024, Natural Language Processing and Information Systems : 29th International Conference on Applications of Natural Language to Information Systems, NLDB 2024, Proceedings. Rapp, A., Di Caro, L., Meziane, F. & Sugumaran, V. (eds.). Springer Science and Business Media Deutschland GmbH, p. 150-160 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14763 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Question Generation Capabilities of “Small" Large Language Models
Berger, J., Koß, J., Stamatakis, M., Hoppe, A., Ewerth, R. & Wartena, C., 20 Sept 2024, Natural Language Processing and Information Systems : 29th International Conference on Applications of Natural Language to Information Systems, NLDB 2024, Proceedings. Rapp, A., Di Caro, L., Meziane, F. & Sugumaran, V. (eds.). Springer Science and Business Media Deutschland GmbH, p. 183-194 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14763 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Simple quantum algorithm to efficiently prepare sparse states
Ramacciotti, D., Lefterovici, A. I. & Rotundo, A. F., 10 Sept 2024, In: Physical Review A. 110, 3, p. 032609 10 p., 032609.Research output: Contribution to journal › Article › Research › peer review
- Published
Comparing different search methods for the open access journal recommendation tool B!SON
Entrup, E., Eppelin, A., Ewerth, R., Hartwig, J., Tullney, M., Wohlgemuth, M. & Hoppe, A., Sept 2024, In: International Journal on Digital Libraries. 25, 3, p. 505-516 12 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Enhancing virtual machine placement efficiency in cloud data centers: a hybrid approach using multi-objective reinforcement learning and clustering strategies
Ghasemi, A., Toroghi Haghighat, A. & Keshavarzi, A., Sept 2024, In: Computing. 106, 9, p. 2897-2922 26 p.Research output: Contribution to journal › Article › Research › peer review
- Published
LaMMOn: language model combined graph neural network for multi-target multi-camera tracking in online scenarios
Nguyen, T. T., Nguyen, H. H., Sartipi, M. & Fisichella, M., Sept 2024, In: Machine learning. 113, 9, p. 6811–6837 27 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Open benchmark for filtering techniques in entity resolution
Neuhof, F., Fisichella, M., Papadakis, G., Nikoletos, K., Augsten, N., Nejdl, W. & Koubarakis, M., Sept 2024, In: VLDB Journal. 33, 5, p. 1671-1696 26 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Tensions in digital welfare states: Three perspectives on care and control
Zakharova, I., Jarke, J. & Kaun, A., Sept 2024, In: Journal of sociology. 60, 3, p. 540-559 20 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Generation and Evaluation of Synthetic Text Data for the Students’ Conceptions Identification Task
Stanja, J., Hoppe, A., Dannemann, S. & Krugel, J., 23 Aug 2024, Instructional Design and Technology Enhanced Learning: Current States and Future Perspectives: Book of Abstracts. p. 57 1 p.Research output: Chapter in book/report/conference proceeding › Conference abstract › Research › peer review
- Published
Completing Predicates Based on Alignment Rules from Knowledge Graphs
Niazmand, E. & Vidal, M. E., 18 Aug 2024, Database and Expert Systems Applications : 35th International Conference, DEXA 2024, Proceedings. Strauss, C., Amagasa, T., Manco, G., Kotsis, G., Khalil, I. & Tjoa, A. M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 59-74 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14910 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Discovering Relationships Among Properties in Wikidata Knowledge Graph
Niazmand, E. & Vidal, M. E., 18 Aug 2024, Big Data Analytics and Knowledge Discovery : 26th International Conference, DaWaK 2024, Proceedings. Wrembel, R., Chiusano, S., Kotsis, G., Khalil, I. & Tjoa, A. M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 388-394 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14912 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
A Mixed-Methods Study on User Experiences and Challenges of Recovery Codes for an End-to-End Encrypted Service
Höltervennhoff, S., Wöhler, N., Möhle, A., Oltrogge, M., Acar, Y., Wiese, O. & Fahl, S., 14 Aug 2024, Proceedings of the 33rd USENIX Security Symposium. p. 7267-7284 18 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
AMLTK: A Modular AutoML Toolkit in Python
Bergman, E., Feurer, M., Bahram, A., Rezaei, A., Purucker, L., Segel, S., Lindauer, M. & Eggensperger, K., 14 Aug 2024, In: The Journal of Open Source Software. 9, 100, 4 p., 6367.Research output: Contribution to journal › Article › Research › peer review
- Published
MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization
Balde, G., Roy, S., Mondal, M. & Ganguly, N., 3 Aug 2024, Proceedings of the 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024. Larson, K. (ed.). p. 6180-6188 9 p. (IJCAI International Joint Conference on Artificial Intelligence).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
MTS2Graph: Interpretable multivariate time series classification with temporal evolving graphs
Younis, R., Hakmeh, A. & Ahmadi, Z., Aug 2024, In: Pattern recognition. 152, 110486.Research output: Contribution to journal › Article › Research › peer review
- Published
Tensorized Pauli decomposition algorithm
Hantzko, L., Binkowski, L. & Gupta, S., 26 Jul 2024, In: Physica scripta. 99, 8, 085128.Research output: Contribution to journal › Article › Research › peer review
- Published
Interpretable classification and summarization of crisis events from microblogs
Nguyen, T. H., 19 Jul 2024, Hannover. 124 p.Research output: Thesis › Doctoral thesis
- Published
Employing Hybrid AI Systems to Trace and Document Bias in ML Pipelines
Russo, M., Chudasama, Y., Purohit, D., Sawischa, S. & Vidal, M. E., 12 Jul 2024, In: IEEE ACCESS. 12, p. 96821-96847 27 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Beyond Accuracy: Investigating Error Types in GPT-4 Responses to USMLE Questions
Roy, S., Khatua, A., Ghoochani, F., Hadler, U., Nejdl, W. & Ganguly, N., 11 Jul 2024, Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval. p. 1073-1082 10 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Does a language model “understand” high school math? A survey of deep learning based word problem solvers
Sundaram, S. S., Gurajada, S., Padmanabhan, D., Abraham, S. S. & Fisichella, M., 11 Jul 2024, In: Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 14, 4, 27 p., e1534.Research output: Contribution to journal › Review article › Research › peer review
- Published
QuanTemp: A real-world open-domain benchmark for fact-checking numerical claims
Venktesh, V., Anand, A., Anand, A. & Setty, V., 11 Jul 2024, Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval. p. 650-660 11 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
The Surprising Effectiveness of Rankers trained on Expanded Queries
Anand, A., Venktesh, V., Setty, V. & Anand, A., 11 Jul 2024, Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval. p. 2652-2656 5 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Monitoring and Decision Support in Treatment Modalities for Lung Cancer
Gonzalez, A. R., Menasalvas, E., Aisopos, F., Vogiatzis, D., Krithara, A., Paliouras, G., Jozashoori, S., Rivas, A., Sakor, A., Vidal, M. E., Torrente, M., Pulla, M. P., Trinatafyllou, A. & Dalianis, A., 8 Jul 2024, Technology in Healthcare: Introduction, Clinical Impacts, Workflow Improvement, Structuring and Assessment. Now Publishers Inc, p. 197-207 11 p.Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review
- Published
Results for Knowledge Graph Creation Challenge 2024: SDM-RDFizer
Iglesias, E. & Vidal, M. E., 3 Jul 2024, Knowledge Graph Construction 2024: Proceedings of the 5th International Workshop on Knowledge Graph Construction. 5 p. (CEUR Workshop Proceedings; vol. 3718).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Data Augmentation for Supervised Code Translation Learning
Chen, B., Golebiowski, J. & Abedjan, Z., 2 Jul 2024, 2024 IEEE/ACM 21st International Conference on Mining Software Repositories: MSR 2024. p. 444-456 13 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review