Publications
2023
- Published
Span Detection for Kinematics Word Problems
Abraham, S. S., P, D. & Sundaram, S. S., 2023, Neural Information Processing : 29th International Conference, ICONIP 2022, Virtual Event, November 22–26, 2022, Proceedings, Part VI. Tanveer, M., Agarwal, S., Ozawa, S., Ekbal, A. & Jatowt, A. (eds.). Singapore: Springer Science and Business Media Deutschland GmbH, p. 276-288 13 p. (Communications in Computer and Information Science; vol. 1793 CCIS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
SSGVS: Semantic Scene Graph-to-Video Synthesis
Cong, Y., Yi, J., Rosenhahn, B. & Yang, M. Y., 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops: CVPRW 2023. IEEE Computer Society, p. 2555-2565 11 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
Towards Certified Distributed Query Processing
Rohde, P. D. & Vidal, M. E., 2023, ESWC 2023 Workshops and Tutorials Joint Proceedings. 5 p. (CEUR Workshop Proceedings; vol. 3443).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Toxicity, Morality, and Speech Act Guided Stance Detection
Upadhyaya, A., Fisichella, M. & Nejdl, W., 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. p. 4464-4478 15 p. (Findings of the Association for Computational Linguistics: EMNLP 2023).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
TVCalib: Camera Calibration for Sports Field Registration in Soccer
Theiner, J. & Ewerth, R., 2023, 2023 IEEE Winter Conference on Applications of Computer Vision: WACV 2023. Institute of Electrical and Electronics Engineers Inc., p. 1166-1175 10 p. (IEEE Winter Conference on Applications of Computer Vision).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Uncertainty Estimation for Connectionist Temporal Classification Based Automatic Speech Recognition
Rumberg, L., Gebauer, C., Ehlert, H., Wallbaum, M., Lüdtke, U. & Ostermann, J., 2023, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2023-August, p. 4583-4587 5 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
Understanding the Night-Sky? Developing AI-Enabled System for Exploring Night-Light Usage Patterns
Hederich, J., Ghosh, S., He, Z. & Mitra, P., 2023, Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence. Elkind, E. (ed.). p. 7131-7134 4 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
“Who is the Madonna of Italian-American Literature?”: Extracting and Analyzing Target Entities of Vossian Antonomasia
Schwab, M., Jäschke, R. & Fischer, F., 2023, Proceedings of the 7th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature. p. 110-115 6 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
“Would You Give the Same Priority to the Bank and a Game? I Do Not!”: Exploring Credential Management Strategies and Obstacles during Password Manager Setup
Amft, S., Höltervennhoff, S., Huaman, N., Acar, Y. & Fahl, S., 2023, Proceedings of the Nineteenth Symposium on Usable Privacy and Security (SOUPS 2023). p. 171-190 20 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Zero-shot Entailment of Leaderboards for Empirical AI Research
Kabongo, S., D'Souza, J. & Auer, S., 2023, 2023 ACM/IEEE Joint Conference on Digital Libraries: JCDL. Institute of Electrical and Electronics Engineers Inc., p. 237-241 5 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
2022
- Published
Identifying cause-and-effect relationships of manufacturing errors using sequence-to-sequence learning
Reimer, J., Wang, Y., Laridi, S., Urdich, J., Wilmsmeier, S. & Palmer, G., 25 Dec 2022, In: Scientific reports. 12, 22332.Research output: Contribution to journal › Article › Research › peer review
- Published
Custom Scheduling in Kubernetes: A Survey on Common Problems and Solution Approaches
Rejiba, Z. & Chamanara, J., 15 Dec 2022, In: ACM computing surveys. 55, 7, 3544788.Research output: Contribution to journal › Article › Research › peer review
- Published
Graph4Med: a web application and a graph database for visualizing and analyzing medical databases
Schäfer, J., Tang, M., Luu, D., Bergmann, A. K. & Wiese, L., 12 Dec 2022, In: BMC BIOINFORMATICS. 23, 537.Research output: Contribution to journal › Article › Research › peer review
- Published
Computer Science Named Entity Recognition in the Open Research Knowledge Graph
D’Souza, J. & Auer, S., 7 Dec 2022, From Born-Physical to Born-Virtual: Augmenting Intelligence in Digital Libraries - 24th International Conference on Asian Digital Libraries, ICADL 2022, Proceedings. Tseng, Y.-H., Katsurai, M. & Nguyen, H. N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 35-45 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13636 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
KGMM: A Maturity Model for Scholarly Knowledge Graphs Based on Intertwined Human-Machine Collaboration
Hussein, H., Oelen, A., Karras, O. & Auer, S., 7 Dec 2022, From Born-Physical to Born-Virtual: Augmenting Intelligence in Digital Libraries - 24th International Conference on Asian Digital Libraries, ICADL 2022, Proceedings. Tseng, Y.-H., Katsurai, M. & Nguyen, H. N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 253-269 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13636 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
MORTY: Structured Summarization for Targeted Information Extraction from Scholarly Articles
Jaradeh, M. Y., Stocker, M. & Auer, S., 7 Dec 2022, From Born-Physical to Born-Virtual: Augmenting Intelligence in Digital Libraries - 24th International Conference on Asian Digital Libraries, ICADL 2022, Proceedings. Tseng, Y.-H., Katsurai, M. & Nguyen, H. N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 290-300 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13636 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Scholarly Knowledge Extraction from Published Software Packages
Haris, M., Stocker, M. & Auer, S., 7 Dec 2022, From Born-Physical to Born-Virtual: Augmenting Intelligence in Digital Libraries - 24th International Conference on Asian Digital Libraries, ICADL 2022, Proceedings. Tseng, Y.-H., Katsurai, M. & Nguyen, H. N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 301-310 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13636 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Identifying the presence and severity of dementia by applying interpretable machine learning techniques on structured clinical records
Vyas, A., Aisopos, F., Vidal, M. E., Garrard, P. & Paliouras, G., Dec 2022, In: BMC Medical Informatics and Decision Making. 22, 1, 20 p., 271.Research output: Contribution to journal › Article › Research › peer review
- Published
SensePOLAR: Word sense aware interpretability for pre-trained contextual word embeddings
Engler, J., Sikdar, S., Lutz, M. & Strohmaier, M., Dec 2022, Findings of the Association for Computational Linguistics: EMNLP 2022. p. 4636-4648 13 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Virtuelle IIoT-Plattform für die Digitalisierung der Fertigung
Eichelberger, H., Reimer, S., Niederée, C. & Palmer, G., Dec 2022, In: Zeitschrift für wirtschaftlichen Fabrikbetrieb (ZWF) (online). 117, 12, p. 884-887 4 p.Research output: Contribution to journal › Article › Research › peer review
- Published
VIVA: visual information retrieval in video archives
Mühling, M., Korfhage, N., Pustu-Iren, K., Bars, J., Knapp, M., Bellafkir, H., Vogelbacher, M., Schneider, D., Hörth, A., Ewerth, R. & Freisleben, B., Dec 2022, In: International Journal on Digital Libraries. 23, 4, p. 319-333 15 p.Research output: Contribution to journal › Article › Research › peer review
- Published
W-trace: robust and effective watermarking for GPS trajectories
Dadwal, R., Funke, T., Nüsken, M. & Demidova, E., 22 Nov 2022, 30th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems: ACM SIGSPATIAL GIS 2022. Renz, M., Sarwat, M., Nascimento, M. A., Shekhar, S. & Xie, X. (eds.). Association for Computing Machinery (ACM), 77. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
MANDO-GURU: vulnerability detection for smart contract source code by heterogeneous graph embeddings
Nguyen, H. H., Nguyen, N. M., Doan, H. P., Ahmadi, Z., Doan, T. N. & Jiang, L., 9 Nov 2022, ESEC/FSE 2022 : Proceedings of the 30th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering. Roychoudhury, A., Cadar, C. & Kim, M. (eds.). p. 1736-1740 5 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Market Making with Scaled Beta Policies
Jerome, J., Palmer, G. & Savani, R., Nov 2022, Proceedings of the 3rd ACM International Conference on AI in Finance: ICAIF 2022. p. 214-222 9 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- E-pub ahead of print
Deep-Circuit QAOA
Koßmann, G., Binkowski, L., van Luijk, L., Ziegler, T. & Schwonnek, R., 22 Oct 2022, (E-pub ahead of print).Research output: Working paper/Preprint › Preprint
- Published
CrisICSum: Interpretable Classification and Summarization Platform for Crisis Events from Microblogs
Nguyen, T. H., Shaltev, M. & Rudra, K., 17 Oct 2022, CIKM 2022 : Proceedings of the 31st ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 4941-4945 5 p. (International Conference on Information and Knowledge Management, Proceedings).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Rationale Aware Contrastive Learning Based Approach to Classify and Summarize Crisis-Related Microblogs
Nguyen, T. H. & Rudra, K., 17 Oct 2022, CIKM 2022 : Proceedings of the 31st ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 1552-1562 11 p. (International Conference on Information and Knowledge Management, Proceedings).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
SoccerNet 2022 Challenges Results
Giancola, S., Cioppa, A., Deliège, A., Magera, F., Somers, V., Kang, L., Zhou, X., Barnich, O., De Vleeschouwer, C., Alahi, A., Ghanem, B., Van Droogenbroeck, M., Darwish, A., Maglo, A., Clapés, A., Luyts, A., Boiarov, A., Xarles, A., Orcesi, A., Shah, A., Fan, B., Comandur, B., Chen, C., Zhang, C., Zhao, C., Lin, C., Chan, C. Y., Hui, C. C., Li, D., Yang, F., Liang, F., Da, F., Yan, F., Yu, F., Wang, G., Chan, H. A., Zhu, H., Kan, H., Chu, J., Hu, J., Gu, J., Chen, J., Soares, J. V. B., Theiner, J., De Corte, J., Brito, J. H., Zhang, J., Li, J., Liang, J., Shen, L., Ma, L., Chen, L., Santos Marques, M., Azatov, M., Kasatkin, N., Wang, N., Jia, Q., Pham, Q. C., Ewerth, R., Song, R., Li, R., Gade, R., Debien, R., Zhang, R., Lee, S., Escalera, S., Jiang, S., Odashima, S., Chen, S., Masui, S., Ding, S., Chan, S. W., Chen, S., El-Shabrawy, T., He, T., Moeslund, T. B., Siu, W. C., Zhang, W., Li, W., Wang, X., Tan, X., Li, X., Wei, X., Ye, X., Liu, X., Wang, X., Guo, Y., Zhao, Y., Yu, Y., Li, Y., He, Y., Zhong, Y., Guo, Z. & Li, Z., 10 Oct 2022, MMSports 2022 - Proceedings of the 5th International ACM Workshop on Multimedia Content Analysis in Sports. p. 75-86 12 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
A survey on bias in visual datasets
Fabbrizzi, S., Papadopoulos, S., Ntoutsi, E. & Kompatsiaris, I., Oct 2022, In: Computer Vision and Image Understanding. 223, 103552.Research output: Contribution to journal › Article › Research › peer review
- Published
Parity-based cumulative fairness-aware boosting
Iosifidis, V., Roy, A. & Ntoutsi, E., Oct 2022, In: Knowledge and information systems. 64, 10, p. 2737-2770 34 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Partially-federated learning: A new approach to achieving privacy and effectiveness
Fisichella, M., Lax, G. & Russo, A., Oct 2022, In: Information sciences. 614, p. 534-547 14 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Semi-supervised Human Pose Estimation in Art-historical Images
Springstein, M., Schneider, S., Althaus, C. & Ewerth, R., Oct 2022, MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia. p. 1107-1116 10 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
A message passing framework with multiple data integration for miRNA-disease association prediction
Dong, T. N., Schrader, J., Mücke, S. & Khosla, M., 28 Sept 2022, In: Scientific reports. 12, 16259.Research output: Contribution to journal › Article › Research › peer review
- Published
GenOtoScope: Towards automating ACMG classification of variants associated with congenital hearing loss
Melidis, D. P., Landgraf, C., Schmidt, G., Schöner-Heinisch, A., von Hardenberg, S., Lesinski-Schiedat, A., Nejdl, W. & Auber, B., 21 Sept 2022, In: PLoS Computational Biology. 18, 9, e1009785.Research output: Contribution to journal › Article › Research › peer review
- Published
B!SON: A Tool for Open Access Journal Recommendation
Entrup, E., Eppelin, A., Ewerth, R., Hartwig, J., Tullney, M., Wohlgemuth, M. & Hoppe, A., 15 Sept 2022, Linking Theory and Practice of Digital Libraries : 26th International Conference on Theory and Practice of Digital Libraries, TPDL 2022, Padua, Italy, September 20–23, 2022, Proceedings. Silvello, G., Corcho, O., Manghi, P., Di Nunzio, G. M., Golub, K., Ferro, N. & Poggi, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 357-364 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13541 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Persistent Identification and Interlinking of FAIR Scholarly Knowledge
Haris, M., Stocker, M. & Auer, S., 7 Sept 2022. 10 p.Research output: Contribution to conference › Paper › Research › peer review
- Published
BERT Rankers are Brittle: A Study using Adversarial Document Perturbations
Wang, Y., Lyu, L. & Anand, A., 25 Aug 2022, ICTIR 2022 : Proceedings of the 2022 ACM SIGIR International Conference on the Theory of Information Retrieval. p. 115-120 6 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Supervised Contrastive Learning Approach for Contextual Ranking
Anand, A., Leonhardt, J., Rudra, K. & Anand, A., 25 Aug 2022, ICTIR 2022 : Proceedings of the 2022 ACM SIGIR International Conference on the Theory of Information Retrieval. p. 61-71 11 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
ZORRO: Valid, Sparse, and Stable Explanations in Graph Neural Networks
Funke, T., Khosla, M., Rathee, M. & Anand, A., 24 Aug 2022, In: IEEE Transactions on Knowledge and Data Engineering. 35, 8, p. 8687-8698 12 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Linking Streets in OpenStreetMap to Persons in Wikidata
Gurtovoy, D. & Gottschalk, S., 16 Aug 2022, WWW´22: Companion Proceedings of the Web Conference 2022. p. 294-297 4 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Personal Knowledge Graphs: Use Cases in e-learning Platforms
Ilkou, E., 16 Aug 2022, WWW´22 : Companion Proceedings of the Web Conference 2022. p. 344-348 5 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
User Access Models to Event-Centric Information
Abdollahi, S., 16 Aug 2022, WWW '22: Companion Proceedings of the Web Conference 2022. p. 329-333 5 p. (Companion Proceedings of the Web Conference 2022).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Reinforcement Learning-based Placement of Charging Stations in Urban Road Networks
Von Wahl, L., Tempelmeier, N., Sao, A. & Demidova, E., 14 Aug 2022, KDD 2022 : Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery (ACM), p. 3992-4000 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Learning analytics at the service of interpreter training in academic curricula
Bianchi, F., Taibi, D., Kemkes, P. & Marenzi, I., 11 Aug 2022, Corpus Linguistics and Translation Tools for Digital Humanities: Research Methods and Applications. Maci, S. M. & Sala, M. (eds.). 1. ed. p. 153-176 24 p.Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review
- Published
COVID-19’s impact on visitation behavior to US national parks from communities of color: evidence from mobile phone data
Alba, C., Pan, B., Yin, J., Rice, W. L., Mitra, P., Lin, M. S. & Liang, Y., 4 Aug 2022, In: Scientific reports. 12, 13398.Research output: Contribution to journal › Article › Research › peer review
- Published
Erstellung und Einsatz von Test-Videos für die Verständigung zwischen Kunden, Anforderungsingenieur, Tester und Entwickler
Shi, J. & Schneider, K., Aug 2022, In: Softwaretechnik-Trends. 42, 3, p. 25-26Research output: Contribution to journal › Article › Research
- Published
Assured Multi-agent Reinforcement Learning with Robust Agent-Interaction Adaptability
Riley, J., Calinescu, R., Paterson, C., Kudenko, D. & Banks, A., 27 Jul 2022, Intelligent Decision Technologies : Proceedings of the 14th KES-IDT 2022 Conference. Czarnowski, I., Howlett, R. J., Howlett, R. J. & Jain, L. C. (eds.). Singapore, p. 87-97 11 p. (Smart Innovation, Systems and Technologies; vol. 309).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Learning complementary representations via attention-based ensemble learning for cough-based COVID-19 recognition
Ren, Z., Chang, Y., Nejdl, W. & Schuller, B. W., 25 Jul 2022, In: Acta Acustica. 6, 29, 29.Research output: Contribution to journal › Article › Research › peer review
- Published
Assured Deep Multi-Agent Reinforcement Learning for Safe Robotic Systems
Riley, J., Calinescu, R., Paterson, C., Kudenko, D. & Banks, A., 19 Jul 2022, Agents and Artificial Intelligence : 13th International Conference, ICAART 2021, Virtual Event, February 4–6, 2021, Revised Selected Papers. Rocha, A. P., Steels, L. & van den Herik, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 158-180 23 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13251 LNAI).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
IWILDS'22: Third International Workshop on Investigating Learning During Web Search
Hoppe, A., Yu, R. & Liu, J., 7 Jul 2022, SIGIR 2022 : Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. p. 3482-3484 3 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
SoChainDB: A Database for Storing and Retrieving Blockchain-Powered Social Network Data
Nguyen, H. H., Bozhkov, D., Ahmadi, Z., Nguyen, N. M. & Doan, T. N., 7 Jul 2022, SIGIR 2022 : Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. p. 3036-3045 10 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
SparCAssist: A Model Risk Assessment Assistant Based on Sparse Generated Counterfactuals
Zhang, Z., Setty, V. & Anand, A., 7 Jul 2022, SIGIR 2022 : Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. p. 3219-3223 5 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
A Scholarly Knowledge Graph-Powered Dashboard: Implementation and User Evaluation
Lezhnina, O., Kismihók, G., Prinz, M., Stocker, M. & Auer, S., Jul 2022, In: Frontiers in Research Metrics and Analytics. 7, 934930.Research output: Contribution to journal › Article › Research › peer review
- Published
MM-Claims: A Dataset for Multimodal Claim Detection in Social Media
Cheema, G. S., Hakimov, S., Sittar, A., Muller-Budack, E., Otto, C. & Ewerth, R., Jul 2022, Findings of the Association for Computational Linguistics: NAACL 2022 - Findings. p. 962-979 18 p. (Findings of the Association for Computational Linguistics: NAACL 2022 - Findings).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
TIB-VA at SemEval-2022 Task 5: A Multimodal Architecture for the Detection and Classification of Misogynous Memes
Hakimov, S., Cheema, G. S. & Ewerth, R., Jul 2022, SemEval 2022 - 16th International Workshop on Semantic Evaluation, Proceedings of the Workshop. Emerson, G., Schluter, N., Stanovsky, G., Kumar, R., Palmer, A., Schneider, N., Singh, S. & Ratan, S. (eds.). p. 756-760 5 p. (SemEval 2022 - 16th International Workshop on Semantic Evaluation, Proceedings of the Workshop).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Endorsement Analysis of Migrant-related Deliberations on YouTube: Prior to and during 2022 Ukrainian crisis
Khatua, A. & Nejdl, W., 28 Jun 2022, Proceedings of the 2022 Workshop on Open Challenges in Online Social Networks, OASIS 2022 : Held in conjunction with the 33rd ACM Conference on Hypertext and Social Media, HT 2022. p. 31-38 8 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Rites de Passage: Elucidating Displacement to Emplacement of Refugees on Twitter
Khatua, A. & Nejdl, W., 28 Jun 2022, HT 2022: 33rd ACM Conference on Hypertext and Social Media - Co-located with ACM WebSci 2022 and ACM UMAP 2022. p. 214-219 6 p. (HT 2022: 33rd ACM Conference on Hypertext and Social Media - Co-located with ACM WebSci 2022 and ACM UMAP 2022).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Cross-Domain Multi-Task Learning for Sequential Sentence Classification in Research Papers
Brack, A., Hoppe, A., Buschermöhle, P. & Ewerth, R., 20 Jun 2022, JCDL 2022 : Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2022. Institute of Electrical and Electronics Engineers Inc., 34. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Fair ranking: a critical review, challenges, and future directions
Patro, G. K., Porcaro, L., Mitchell, L., Zhang, Q., Zehlike, M. & Garg, N., 20 Jun 2022, FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency. Association for Computing Machinery (ACM), p. 1929-1942 14 p. (ACM International Conference Proceeding Series).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
FLY-SMOTE: Re-Balancing the Non-IID IoT Edge Devices Data in Federated Learning System
Younis, R. & Fisichella, M., 20 Jun 2022, In: IEEE ACCESS. 10, p. 65092-65102 11 p.Research output: Contribution to journal › Article › Research › peer review
- Published
“The Rodney Dangerfield of Stylistic Devices”: End-to-End Detection and Extraction of Vossian Antonomasia Using Neural Networks
Schwab, M., Jäschke, R. & Fischer, F., 9 Jun 2022, In: Frontiers in Artificial Intelligence. 5, 868249.Research output: Contribution to journal › Article › Research › peer review
- Published
Responsible Knowledge Management in Energy Data Ecosystems
Janev, V., Vidal, M. E., Pujić, D., Popadić, D., Iglesias, E., Sakor, A. & Čampa, A., 1 Jun 2022, In: ENERGIES. 15, 11, 17 p., 3973.Research output: Contribution to journal › Article › Research › peer review
- Published
Evaluating BERT-based scientific relation classifiers for scholarly knowledge graph construction on digital library collections
Jiang, M., D’Souza, J., Auer, S. & Downie, J. S., Jun 2022, In: International Journal on Digital Libraries. 23, 2, p. 197-215 19 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Komplexitätssteigerung medizinischer Entscheidungssituationen – Herausforderungen der Digitalisierung erkennen und gestalten
Büchner, S., Marschollek, M. & Foadi, N., Jun 2022, In: Gesundheitsokonomie und Qualitatsmanagement. 27, 3, p. 138-143 6 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Siamese coding network and pair similarity prediction for near-duplicate image detection
Fisichella, M., Jun 2022, In: International Journal of Multimedia Information Retrieval. 11, 2, p. 159-170 12 p.Research output: Contribution to journal › Article › Research › peer review
- Published
QuoteKG: A Multilingual Knowledge Graph of Quotes
Kuculo, T., Gottschalk, S. & Demidova, E., 31 May 2022, The Semantic Web : 19th International Conference, ESWC 2022, Hersonissos, Crete, Greece, May 29 – June 2, 2022, Proceedings. Groth, P., Vidal, M.-E., Suchanek, F., Szekley, P., Kapanipathi, P., Pesquita, C., Skaf-Molli, H. & Tamper, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 353-369 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13261 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Unraveling Social Perceptions & Behaviors towards Migrants on Twitter
Nejdl, W. & Khatua, A., 31 May 2022, Proceedings of the Sixteenth International AAAI Conference on Web and Social Media (ICWSM2022). p. 512-523 12 p. (Proceedings of the Sixteenth International AAAI Conference on Web and Social Media; vol. 16 (2022)).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
MuCoMiD: A Multitask Graph Convolutional Learning Framework for miRNA-Disease Association Prediction
Dong, N., Mucke, S. & Khosla, M., 20 May 2022, In: IEEE/ACM Transactions on Computational Biology and Bioinformatics. 19, 6, p. 3081-3092 12 p.Research output: Contribution to journal › Article › Research › peer review
- Published
A survey on datasets for fairness-aware machine learning
Le Quy, T., Roy, A., Iosifidis, V., Zhang, W. & Ntoutsi, E., 13 May 2022, In: Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 12, 3, 59 p., e1452.Research output: Contribution to journal › Review article › Research › peer review
- Published
Prototype Learning for Interpretable Respiratory Sound Analysis
Ren, Z., Nguyen, T. T. & Nejdl, W., May 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing: ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 9087-9091 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Toward Fair Recommendation in Two-sided Platforms
Biswas, A., Patro, G. K., Ganguly, N., Gummadi, K. P. & Chakraborty, A., May 2022, In: ACM transactions on the web. 16, 2, 8.Research output: Contribution to journal › Article › Research › peer review
- Published
Attention-Based Vandalism Detection in OpenStreetMap
Tempelmeier, N. & Demidova, E., 25 Apr 2022, WWW '22: Proceedings of the ACM Web Conference 2022. p. 643-651 9 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
EABlock: A Declarative Entity Alignment Block for Knowledge Graph Creation Pipelines
Jozashoori, S., Sakor, A., Iglesias, E. & Vidal, M. E., 25 Apr 2022, Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, SAC 2022. Association for Computing Machinery (ACM), p. 1908-1916 9 p. (Proceedings of the ACM Symposium on Applied Computing).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Efficient Neural Ranking using Forward Indexes
Leonhardt, J., Rudra, K., Khosla, M., Anand, A. & Anand, A., 25 Apr 2022, WWW '22: Proceedings of the ACM Web Conference 2022. p. 266-276 11 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Scheduling Virtual Conferences Fairly: Achieving Equitable Participant and Speaker Satisfaction
Patro, G. K., Jana, P., Chakraborty, A., Gummadi, K. P. & Ganguly, N., 25 Apr 2022, WWW '22: Proceedings of the ACM Web Conference 2022. p. 2646-2656 11 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Search Filter Ranking with Language-Aware Label Embeddings
Golebiowski, J., Merra, F. A., Abedjan, Z. & Biessmann, F., 25 Apr 2022, WWW 2022 - Companion Proceedings of the Web Conference 2022. p. 121-125 5 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Towards an Interpretable Approach to Classify and Summarize Crisis Events from Microblogs
Nguyen, T. H. & Rudra, K., 25 Apr 2022, WWW '22: Proceedings of the ACM Web Conference 2022. p. 3641-3650 10 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
On the Impact of Dataset Size: A Twitter Classification Case Study
Nguyen, T. H., Nguyen, H. H., Ahmadi, Z., Hoang, T. A. & Doan, T. N., 13 Apr 2022, WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology. Association for Computing Machinery (ACM), p. 210-217 8 p. (ACM International Conference Proceeding Series).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Improving Early Prognosis of Dementia Using Machine Learning Methods
Katsimpras, G., Aisopos, F., Garrard, P., Vidal, M. E. & Paliouras, G., 7 Apr 2022, In: ACM Transactions on Computing for Healthcare. 3, 3, 16 p., 30.Research output: Contribution to journal › Article › Research › peer review
- Published
LG4AV: Combining Language Models and Graph Neural Networks for Author Verification
Stubbemann, M. & Stumme, G., 7 Apr 2022, Advances in Intelligent Data Analysis XX: 20th International Symposium on Intelligent Data Analysis, IDA 2022, Rennes, France, April 20–22, 2022, Proceedings. Bouadi, T., Fromont, E. & Hüllermeier, E. (eds.). Cham, p. 315-326 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13205 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Tab2KG: Semantic table interpretation with lightweight semantic profiles
Gottschalk, S. & Demidova, E., 6 Apr 2022, In: Semantic web. 13, 3, p. 571-597 27 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Google Analytics rechtswidrig – oder kann die Einwilligung Googles Tracking-Dienst retten?
Stoklas, J., Apr 2022, In: Newsdienst ZD-Aktuell. 2022, 5, 01099.Research output: Contribution to journal › Article › Research
- Published
SKG4EOSC - Scholarly Knowledge Graphs for EOSC: Establishing a backbone of knowledge graphs for FAIR Scholarly Information in EOSC
Stocker, M., Heger, T., Schweidtmann, A., Ćwiek-Kupczyńska, H., Penev, L., Dojchinovski, M., Willighagen, E., Vidal, M., Turki, H., Balliet, D., Tiddi, I., Kuhn, T., Mietchen, D., Karras, O., Vogt, L., Hellmann, S., Jeschke, J., Krajewski, P. & Auer, S., 15 Mar 2022, In: Research Ideas and Outcomes. 61 p.Research output: Contribution to journal › Article › Research › peer review
- Published
The Search as Learning Spaceship: Toward a Comprehensive Model of Psychological and Technological Facets of Search as Learning
von Hoyer, J., Hoppe, A., Kammerer, Y., Otto, C., Pardi, G., Rokicki, M., Yu, R., Dietze, S., Ewerth, R. & Holtz, P., 15 Mar 2022, In: Frontiers in psychology. 13, 827748.Research output: Contribution to journal › Review article › Research › peer review
- Published
SaL-Lightning Dataset: Search and Eye Gaze Behavior, Resource Interactions and Knowledge Gain during Web Search
Otto, C., Rokicki, M., Pardi, G., Gritz, W., Hienert, D., Yu, R., Hoyer, J. V., Hoppe, A., Dietze, S., Holtz, P., Kammerer, Y. & Ewerth, R., 14 Mar 2022, CHIIR '22: Proceedings of the 2022 Conference on Human Information Interaction and Retrieval. p. 347-352 6 p. (CHIIR 2022 - Proceedings of the 2022 Conference on Human Information Interaction and Retrieval).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Analysing the requirements for an Open Research Knowledge Graph: use cases, quality requirements, and construction strategies
Brack, A., Hoppe, A., Stocker, M., Auer, S. & Ewerth, R., Mar 2022, In: International Journal on Digital Libraries. 23, 1, p. 33-55 23 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Traditional Machine Learning Models and Bidirectional Encoder Representations From Transformer (BERT)-Based Automatic Classification of Tweets About Eating Disorders: Algorithm Development and Validation Study
Benítez-Andrades, J. A., Alija-Perez, J. M., Vidal, M. E., Pastor-Vargas, R. & García-Ordas, M. T., 1 Feb 2022, In: JMIR Medical Informatics. 10, 2, 13 p., e34492.Research output: Contribution to journal › Article › Research › peer review
- Published
Exploiting stance hierarchies for cost-sensitive stance detection of Web documents
Roy, A., Fafalios, P., Ekbal, A., Zhu, X. & Dietze, S., Feb 2022, In: Journal of Intelligent Information Systems. 58, 1, 19 p.Research output: Contribution to journal › Article › Research › peer review
- Published
CovNet: A Transfer Learning Framework for Automatic COVID-19 Detection From Crowd-Sourced Cough Sounds
Chang, Y., Jing, X., Ren, Z. & Schuller, B. W., 3 Jan 2022, In: Frontiers in digital health. 3, 799067.Research output: Contribution to journal › Article › Research › peer review
- Published
Anwendbarkeit des neuen TTDSG auf die Reichweitenmessung ohne Cookies: das Ende des Online-Trackings?
Stoklas, J., Jan 2022, In: Newsdienst ZD-Aktuell. 2022, 1, 00017.Research output: Contribution to journal › Article › Research
- Published
Adversarial Inter-Group Link Injection Degrades the Fairness of Graph Neural Networks
Hussain, H., Cao, M., Sikdar, S., Helic, D., Lex, E., Strohmaier, M. & Kern, R., 2022, Proceedings : 22nd IEEE International Conference on Data Mining, ICDM 2022. Zhu, X., Ranka, S., Thai, M. T., Washio, T. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 975-980 6 p. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2022-November).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
An Evaluation Framework for Legal Document Summarization
Mullick, A., Nandy, A., Kapadnis, M. N., Patnaik, S., Raghav, R. & Kar, R., 2022, Conference Proceedings: Language Resources and Evaluation Conference, LREC 2022, 20-25 June 2022. Calzolari, N., Bechet, F., Blache, P., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Odijk, J. & Piperidis, S. (eds.). p. 4747-4753 7 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Artificial Intelligence and Robots in Libraries: Opportunities in LIS Curriculum for Preparing the Librarians of Tomorrow
Tait, E. & Pierson, C. M., 2022, In: Journal of the Australian Library and Information Association. 71, 3, p. 256-274 19 p.Research output: Contribution to journal › Article › Research › peer review
- Published
A Self-Adaptive Search Space Reduction Approach for Offshore Wind Farm Installation using Multi-Installation Vessels
Peng, S. & Szczerbicka, H., 2022, Proceedings of the 2022 Winter Simulation Conference, WSC 2022. Feng, B., Pedrielli, G., Peng, Y., Shashaani, S., Song, E., Corlu, C. G., Lee, L. H., Chew, E. P., Roeder, T. & Lendermann, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 760-771 12 p. (Proceedings - Winter Simulation Conference; vol. 2022-December).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Convoluational Transformer With Adaptive Position Embedding For Covid-19 Detection From Cough Sounds
Yan, T., Meng, H., Liu, S., Parada-Cabaleiro, E., Ren, Z. & Schuller, B. W., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 9092-9096 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
“Der Frank Sinatra der Wettervorhersage”: Cross-Lingual Vossian Antonomasia Extraction
Schwab, M., Jäschke, R. & Fischer, F., 2022, Proceedings of the 5th International Conference on Natural Language and Speech Processing: ICNLSP 2022. Abbas, M. & Freihat, A. A. (eds.). p. 282-287 6 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Discourse Strategies of Implementing Algorithmic Decision Support Systems: The Case of the Austrian Employment Service
Braunsmann, K., Gall, K. & Rahn, F. J., 2022, In: Historical Social Research. 47, 3, p. 171-201 31 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Ego-Vehicle Speed Prediction with Walk-Ahead
Matesanz, P., Tempelmeier, N., Nolting, M. & Funke, T., 2022, 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC). Institute of Electrical and Electronics Engineers Inc., p. 2321-2328 8 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC; vol. 2022-October).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Enriching Scholarly Knowledge with Context
Haris, M., Stocker, M. & Auer, S., 2022, Web Engineering - 22nd International Conference, ICWE 2022, Proceedings. Di Noia, T., Ko, I.-Y., Schedl, M. & Ardito, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 148-161 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13362 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis
Chang, Y., Ren, Z., Nguyen, T. T., Nejdl, W. & Schuller, B. W., 2022, Interspeech 2022 : Incheon, Korea 18-22 September 2022. p. 4003-4007 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Extraction of Positional Player Data from Broadcast Soccer Videos
Theiner, J., Gritz, W., Müller-Budack, E., Rein, R., Memmert, D. & Ewerth, R., 2022, 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). p. 1463-1473 11 p. ( IEEE Winter Conference on Applications of Computer Vision).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Fully Convolutional Cross-Scale-Flows for Image-based Defect Detection
Rudolph, M., Wehrbein, T., Rosenhahn, B. & Wandt, B., 2022, Proceedings - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022. Institute of Electrical and Electronics Engineers Inc., p. 1829-1838 10 p. (Proceedings - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Grade Level Filtering for Learning Object Search using Entity Linking
Sebastian, R. J., Ewerth, R. & Hoppe, A., 2022, Joint Proceedings of the 10th International Workshop on News Recommendation and Analytics (INRA’22) and the Third International Workshop on Investigating Learning During Web Search (IWILDS‘22) : co-located with the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR’22). p. 69-83 15 p. (CEUR Workshop Proceedings; vol. 3411).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
iART: Eine Suchmaschine zur Unterstützung von bildorientierten Forschungsprozessen
Schneider, S., Springstein, M., Rahnama, J., Kohle, H., Ewerth, R. & Hüllermeier, E., 2022, DHd 2022 Kulturen des digitalen Gedächtnisses. 8. Tagung des Verbands "Digital Humanities im deutschsprachigen Raum".Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Improving Phonetic Transcriptions of Children’s Speech by Pronunciation Modelling with Constrained CTC-Decoding
Rumberg, L., Gebauer, C., Ehlert, H., Lüdtke, U. & Ostermann, J., 2022, Interspeech 2022. p. 1357-1361 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research
- Published
Interpretable Semantic Photo Geolocation
Theiner, J., Müller-Budack, E. & Ewerth, R., 2022, 2022 IEEE Winter Conference on Applications of Computer Vision: WACV 2022. p. 1474-1484 11 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
kidsTALC: A Corpus of 3- to 11-year-old German Children's Connected Natural Speech
Rumberg, L., Gebauer, C., Ehlert, H., Wallbaum, M., Bornholt, L., Ostermann, J. & Lüdtke, U., 2022, Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. p. 5160-5164 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
KnowGraph-MDM: A Methodology for Knowledge-Graph-based Master Data Management
Ramzy, N., Durst, S., Schreiber, M., Auer, S., Chamanara, J. & Ehm, H., 2022, 2022 IEEE 24th Conference on Business Informatics, CBI 2022 - CBI Forum and Workshop Papers. Institute of Electrical and Electronics Engineers Inc., Vol. 2. p. 9-16 8 p. (IEEE Conference on Business Informatics).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Kubernetes Orchestration in SDN-based Edge Network Infrastructure
Giorgetti, A., Scano, D., Chamanara, J., Albado, M., Marx, E., Ahearne, S., Sgambelluri, A., Paolucci, F. & Cugini, F., 2022, 2022 Optical Fiber Communications Conference and Exhibition (OFC). 3 p. (Optics InfoBase Conference Papers).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Learning to Rank for Knowledge Gain
Rokicki, M., Yu, R. & Hienert, D., 2022, Joint Proceedings of the 10th International Workshop on News Recommendation and Analytics (INRA’22) and the Third International Workshop on Investigating Learning During Web Search (IWILDS‘22) : co-located with the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR’22). p. 60-68 9 p. (CEUR Workshop Proceedings; vol. 3411).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Leibniz Data Manager: A Research Data Management System
Beer, A., Brunet, M., Srivastava, V. & Vidal, M. E., 2022, The Semantic Web: ESWC 2022 Satellite Events - Proceedings. Groth, P., Rula, A., Schneider, J., Tiddi, I., Simperl, E., Alexopoulos, P., Hoekstra, R., Alam, M., Dimou, A., Tamper, M. & Tamper, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 73-77 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13384 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Lossless Compression at Zero Delay of the Electrical Stimulation Patterns of Cochlear Implants for Wireless Streaming of Audio Using Artificial Neural Networks
Hinrichs, R., Ehmann, L., Heise, H. & Ostermann, J., 2022, 2022 7th International Conference on Frontiers of Signal Processing, ICFSP 2022. Institute of Electrical and Electronics Engineers Inc., p. 159-164 6 p. (2022 7th International Conference on Frontiers of Signal Processing, ICFSP 2022).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
MANDO: Multi-Level Heterogeneous Graph Embeddings for Fine-Grained Detection of Smart Contract Vulnerabilities
Nguyen, H. H., Nguyen, N. M., Xie, C., Ahmadi, Z., Kudendo, D., Doan, T. N. & Jiang, L., 2022, 2022 IEEE 9th International Conference on Data Science and Advanced Analytics: (DSAA). Huang, J. Z., Pan, Y., Hammer, B., Khan, M. K., Xie, X., Cui, L. & He, Y. (eds.). Institute of Electrical and Electronics Engineers Inc.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
MATE: Multi-Attribute Table Extraction
Esmailoghli, M., Quiané-Ruiz, J. A. & Abedjan, Z., 2022, In: Contemporary Mathematics. 15, 8, p. 1684-1696 13 p., 8.Research output: Contribution to journal › Conference article › Research › peer review
- Published
Multi-fairness Under Class-Imbalance
Roy, A., Iosifidis, V. & Ntoutsi, E., 2022, Discovery Science: 25th International Conference, DS 2022, Montpellier, France, October 10–12, 2022, Proceedings. Pascal, P. & Ienco, D. (eds.). p. 286-301 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13601).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Multi-Modal Motion Prediction with Graphormers
Wonsak, S., Al-Rifai, M., Nolting, M. & Nejdl, W., 2022, 2022 IEEE 25th International Conference on Intelligent Transportation Systems: ITSC 2022. Institute of Electrical and Electronics Engineers Inc., p. 3521-3528 8 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC; vol. 2022-October).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Multivariate Time Series Analysis: An Interpretable CNN-based Model
Younis, R., Zerr, S. & Ahmadi, Z., 2022, 2022 IEEE 9th International Conference on Data Science and Advanced Analytics : (DSAA). Huang, J. Z., Pan, Y., Hammer, B., Khan, M. K., Xie, X., Cui, L. & He, Y. (eds.). Institute of Electrical and Electronics Engineers Inc.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Optimization of 5G Infrastructure Deployment Through Machine Learning
Fu, Z., Mukherjee, S., Lanagan, M. T., Mitra, P., Chawla, T. & Narayanan, R. M., 2022, 2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting : (AP-S/URSI). Institute of Electrical and Electronics Engineers Inc., p. 1684-1685 2 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Predicting Knowledge Gain for MOOC Video Consumption
Otto, C., Stamatakis, M., Hoppe, A. & Ewerth, R., 2022, Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners’ and Doctoral Consortium : 23rd International Conference, AIED 2022, Durham, UK, July 27–31, 2022, Proceedings, Part II. Rodrigo, M. M., Matsuda, N., Cristea, A. I. & Dimitrova, V. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 2. p. 458-462 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13356 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Preface of MEPDaW 2022: Managing the Evolution and Preservation of the Data Web
Graux, D., Orlandi, F., Niazmand, E., Ydler, G. & Vidal, M. E., 2022, MEPDaW 2022 : Managing the Evolution and Preservation of the Data Web. 5 p. (CEUR Workshop Proceedings; vol. 3339).Research output: Chapter in book/report/conference proceeding › Foreword/postscript › Research › peer review
- Published
Preface to the Proceedings of the Third International Workshop on Investigating Learning during Web Search: IWILDS’22
Hoppe, A., Yu, R. & Liu, J., 2022, Joint Proceedings of 10th International Workshop on News Recommendation and Analytics (INRA’22) and the Third International Workshop on Investigating Learning During Web Search (IWILDS‘22) : co-located with the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR’22). p. 38-44 7 p. (CEUR Workshop Proceedings; vol. 3411).Research output: Chapter in book/report/conference proceeding › Foreword/postscript › Research › peer review
- Published
Resorting to Context-Aware Background Knowledge for Unveiling Semantically Related Social Media Posts
Sakor, A., Singh, K. & Vidal, M. E., 2022, In: IEEE ACCESS. 10, p. 115351-115371 21 p.Research output: Contribution to journal › Article › Research › peer review
- Published
SENS: Semantic Synthetic Benchmarking Model for Integrated Supply Chain Simulation and Analysis
Ramzy, N., Auer, S., Ehm, H. & Chamanara, J., 2022, ECIS 2022 Proceedings. 1280Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
STAPI: An Automatic Scraper for Extracting Iterative Title-Text Structure from Web Documents
Zhang, N., Wilson, S. & Mitra, P., 2022, 2022 Language Resources and Evaluation Conference, LREC 2022. Calzolari, N., Bechet, F., Blache, P., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Odijk, J. & Piperidis, S. (eds.). p. 3461-3470 10 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
The Chinese Causative-Passive Homonymy Disambiguation: an Adversarial Dataset for NLI and a Probing Task
Xu, S. & Markert, K., 2022, 2022 Language Resources and Evaluation Conference, LREC 2022. Calzolari, N., Bechet, F., Blache, P., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Odijk, J. & Piperidis, S. (eds.). p. 4316-4323 8 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
The Digitalization of Bioassays in the Open Research Knowledge Graph
D’Souza, J., Monteverdi, A., Haris, M., Anteghini, M., Farfar, K. E., Stocker, M., dos Santos, V. A. P. M. & Auer, S., 2022, Database and Expert Systems Applications - 33rd International Conference, DEXA 2022, Proceedings. Strauss, C., Cuzzocrea, A., Kotsis, G., Khalil, I. & Tjoa, A. M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 63-68 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13426 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Toward Cleansing Backdoored Neural Networks in Federated Learning
Wu, C., Yang, X., Zhu, S. & Mitra, P., 2022, Proceedings : 2022 IEEE 42nd International Conference on Distributed Computing Systems, ICDCS 2022. Institute of Electrical and Electronics Engineers Inc., p. 820-830 11 p. (Proceedings - International Conference on Distributed Computing Systems; vol. 2022-July).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Towards building reliable deep learning based driver identification systems
Zeng, L., Al-Rifai, M., Nolting, M. & Nejdl, W., 2022, 2022 IEEE 34th International Conference on Tools with Artificial Intelligence, ICTAI 2022. Reformat, M., Zhang, D. & Bourbakis, N. G. (eds.). p. 766-773 8 p. (Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI; vol. 2022-October).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Unsupervised quantification of entity consistency between photos and text in real-world news
Müller-Budack, E., 2022, Hannover.Research output: Thesis › Doctoral thesis
- Published
Using Vehicle Data to Enhance Prediction of Accident-Prone Areas
Wowo, K. S., Dadwal, R., Graen, T., Fiege, A., Nolting, M., Nejdl, W., Demidova, E. & Funke, T., 2022, 2022 IEEE 25th International Conference on Intelligent Transportation Systems, ITSC 2022. Institute of Electrical and Electronics Engineers Inc., p. 2450-2456 7 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC; vol. 2022-October).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Vector-Quantized Zero-Delay Deep Autoencoders for the Compression of Electrical Stimulation Patterns of Cochlear Implants using STOI
Hinrichs, R., Ortmann, F. & Ostermann, J., 2022, 2022 IEEE-EMBS Conference on Biomedical Engineering and Sciences : (IECBES). Institute of Electrical and Electronics Engineers Inc., p. 165-170 6 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Where to Recruit for Security Development Studies: Comparing Six Software Developer Samples
Kaur, H., Amft, S., Votipka, D., Acar, Y. & Fahl, S., 2022, Proceedings of the 31st USENIX Security Symposium, Security 2022. p. 4041-4058 18 p. (Proceedings of the 31st USENIX Security Symposium, Security 2022).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
2021
- Published
FCA2VEC: Embedding Techniques for Formal Concept Analysis
Dürrschnabel, D., Hanika, T. & Stubbemann, M., 8 Dec 2021, Complex Data Analytics with Formal Concept Analysis. Springer International Publishing AG, p. 47-74 28 p.Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review
- Published
Capturing Knowledge about Drug-Drug Interactions to Enhance Treatment Effectiveness
Rivas, A. & Vidal, M. E., 2 Dec 2021, K-CAP 2021 : Proceedings of the 11th Knowledge Capture Conference. p. 33-40 8 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Triple Classification for Scholarly Knowledge Graph Completion
Jaradeh, M. Y., Singh, K., Stocker, M. & Auer, S., 2 Dec 2021, K-CAP 2021: Proceedings of the 11th Knowledge Capture Conference. New York, p. 225-232 8 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
My EU = Your EU? Differences in the Perception of European Issues across Geographic Regions
Rudra, K., Backfried, G., Shaltev, M., Niederee, C. & Elejalde, E., 1 Dec 2021, In: IEEE Transactions on Computational Social Systems. 8, 6, p. 1475-1488 14 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Combining Textual Features for the Detection of Hateful and Offensive Language
Hakimov, S. & Ewerth, R., Dec 2021, FIRE 2021 Working Notes: Working Notes of FIRE 2021 - Forum for Information Retrieval Evaluation. p. 412-418 7 p. (CEUR Workshop Proceedings; vol. 3159).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Proximity dimensions and the emergence of collaboration: a HypTrails study on German AI research
Koopmann, T., Stubbemann, M., Kapa, M., Paris, M., Buenstorf, G., Hanika, T., Hotho, A., Jäschke, R. & Stumme, G., Dec 2021, In: SCIENTOMETRICS. 126, 12, p. 9847-9868 22 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Unified approach to retrospective event detection for event- based epidemic intelligence
Fisichella, M., Dec 2021, In: International Journal on Digital Libraries. 22, 4, p. 339-364 26 p.Research output: Contribution to journal › Article › Research › peer review
- Published
e-IRG White Paper 2021
Budroni, P., Beckmann, V., Blanquer, I., Bonac, M., Herdegen, A., Jäckel, U., Fotis, K., Maragakis, M., de Ranitz, J., van Rijn, A. & Wiebelitz, J., 30 Nov 2021Research output: Book/Report › Commissioned report › Research
- Published
A multitask transfer learning framework for the prediction of virus-human protein–protein interactions
Dong, N. T., Brogden, G., Gerold, G. & Khosla, M., 27 Nov 2021, In: BMC BIOINFORMATICS. 22, 1, 24 p., 572.Research output: Contribution to journal › Article › Research › peer review
- Published
Can Deep Learning Improve Technical Analysis of Forex Data to Predict Future Price Movements?
Fisichella, M. & Garolla, F., 11 Nov 2021, In: IEEE ACCESS. 9, p. 153083-153101 19 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Ovid: A Machine Learning Approach for Automated Vandalism Detection in OpenStreetMap
Tempelmeier, N. & Demidova, E., 4 Nov 2021, SIGSPATIAL '21: Proceedings of the 29th International Conference on Advances in Geographic Information Systems. Meng, X., Wang, F., Lu, C.-T., Huang, Y., Shekhar, S. & Xie, X. (eds.). Association for Computing Machinery (ACM), p. 415-418 4 p. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
e-IRG Statement on the Draft Council Conclusions on the Pact for Research and Innovation for Europe
e-IRG Delegates, E. D., 3 Nov 2021Research output: Other contribution › Other publication › Research
- Published
Demand-driven data acquisition for large scale fleets
Matesanz, P., Graen, T., Fiege, A., Nolting, M. & Nejdl, W., 1 Nov 2021, In: Sensors. 21, 21, 7190.Research output: Contribution to journal › Article › Research › peer review
- Published
Improving cold-start recommendations using item-based stereotypes
AlRossais, N., Kudenko, D. & Yuan, T., Nov 2021, In: User Modeling and User-Adapted Interaction. 31, 5, p. 867-905 39 p.Research output: Contribution to journal › Article › Research › peer review
- Published
FaxPlainAC: A Fact-Checking Tool Based on EXPLAINable Models with HumAn Correction in the Loop
Zhang, Z., Rudra, K. & Anand, A., 30 Oct 2021, CIKM '21: Proceedings of the 30th ACM International Conference on Information & Knowledge Management. Association for Computing Machinery (ACM), p. 4823-4827 5 p. (International Conference on Information and Knowledge Management, Proceedings).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
GeoVectors: A Linked Open Corpus of OpenStreetMap Embeddings on World Scale
Tempelmeier, N., Gottschalk, S. & Demidova, E., 30 Oct 2021, CIKM 2021 - Proceedings of the 30th ACM International Conference on Information and Knowledge Management. p. 4604-4612 9 p. (International Conference on Information and Knowledge Management, Proceedings).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
IWILDS'21: Second International Workshop on Learning during Web Search
Hoppe, A., Yu, R., Brich, I. & Liu, J., 30 Oct 2021, CIKM 2021: Proceedings of the 30th ACM International Conference on Information and Knowledge Management. p. 4880-4881 2 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Knowledge-Aware Neural Networks for Medical Forum Question Classification
Roy, S., Chakraborty, S., Mandal, A., Balde, G., Sharma, P., Natarajan, A., Khosla, M., Sural, S. & Ganguly, N., 30 Oct 2021, CIKM '21: Proceedings of the 30th ACM International Conference on Information & Knowledge Management. Association for Computing Machinery (ACM), p. 3398-3402 5 p. (International Conference on Information and Knowledge Management, Proceedings).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
WorldKG: A World-Scale Geographic Knowledge Graph
Dsouza, A., Tempelmeier, N., Yu, R., Gottschalk, S. & Demidova, E., 30 Oct 2021, CIKM 2021 - Proceedings of the 30th ACM International Conference on Information and Knowledge Management. p. 4475-4484 10 p. (International Conference on Information and Knowledge Management, Proceedings).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Struggle to Settle down! Examining the Voices of Migrants and Refugees on Twitter Platform
Khatua, A. & Nejdl, W., 23 Oct 2021, CSCW 2021: Conference Companion Publication of the 2021 Computer Supported Cooperative Work and Social Computing. Association for Computing Machinery (ACM), p. 95-98 4 p. (Proceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
A Unified Taxonomy and Multimodal Dataset for Events in Invasion Games
Biermann, H., Theiner, J., Bassek, M., Raabe, D., Memmert, D. & Ewerth, R., 20 Oct 2021, MMSports'21: Proceedings of the 4th International Workshop on Multimedia Content Analysis in Sports. Lienhart, R., Moeslund, T. B. & Saito, H. (eds.). Association for Computing Machinery (ACM), p. 1-10 10 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Automatic and Semi-automatic Augmentation of Migration Related Semantic Concepts for Visual Media Retrieval
Galanopoulos, D., Elejalde, E., Pournaras, A., Niederée, C. & Mezaris, V., 19 Oct 2021, OASIS 2021 - Proceedings of the 2021 Workshop on Open Challenges in Online Social Networks. p. 33-38 6 p. (OASIS 2021 - Proceedings of the 2021 Workshop on Open Challenges in Online Social Networks).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
iART: A Search Engine for Art-Historical Images to Support Research in the Humanities
Springstein, M., Schneider, S., Rahnama, J., Hüllermeier, E., Kohle, H. & Ewerth, R., 17 Oct 2021, MM 2021 : Proceedings of the 29th ACM International Conference on Multimedia. p. 2801-2803 3 p. (MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Compact representations for efficient storage of semantic sensor data
Karim, F., Vidal, M. E. & Auer, S., Oct 2021, In: Journal of Intelligent Information Systems. 57, 2, p. 203–228 26 p.Research output: Contribution to journal › Article › Research › peer review
- Published
EduCOR: An Educational and Career-Oriented Recommendation Ontology
Ilkou, E., Abu-Rasheed, H., Tavakoli, M., Hakimov, S., Kismihók, G., Auer, S. & Nejdl, W., 30 Sept 2021, The Semantic Web – ISWC 2021 : 20th International Semantic Web Conference, ISWC 2021, Proceedings. Hotho, A., Blomqvist, E., Dietze, S., Fokoue, A., Ding, Y., Barnaghi, P., Haller, A., Dragoni, M. & Alani, H. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 546-562 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12922 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Towards Neural Schema Alignment for OpenStreetMap and Knowledge Graphs
Dsouza, A., Tempelmeier, N. & Demidova, E., 30 Sept 2021, The Semantic Web : ISWC 2021 . Hotho, A., Blomqvist, E., Dietze, S., Fokoue, A., Ding, Y., Barnaghi, P., Haller, A., Dragoni, M. & Alani, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 56-73 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12922 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Artificial Intelligence, Social Media and Supply Chain Management: The Way Forward
Khatua, A., Khatua, A., Chi, X. & Cambria, E., 25 Sept 2021, In: Electronics. 10, 19, 2348.Research output: Contribution to journal › Review article › Research › peer review
- Published
An Adaptive Clustering Approach for Accident Prediction
Dadwal, R., Funke, T. & Demidova, E., 19 Sept 2021, 2021 IEEE International Intelligent Transportation Systems Conference, ITSC 2021. Institute of Electrical and Electronics Engineers Inc., p. 1405-1411 7 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC; vol. 2021-September).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review