1. 2020
  2. Published

    Creating a Scholarly Knowledge Graph from Survey Article Tables

    Oelen, A., Stocker, M. & Auer, S., 2020, Digital Libraries at Times of Massive Societal Transition : 22nd International Conferenceon Asia-Pacific Digital Libraries, ICADL 2020Kyoto, Japan, November 30–December 1, 2020 Proceedings. Ishita, E., Pang, N. L. & Zhou, L. (eds.). Springer Nature Switzerland AG, p. 373-389 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12504 LNCS).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  3. Encoding Knowledge Graph Entity Aliases in Attentive Neural Network for Wikidata Entity Linking

    Mulang, I. O., Singh, K., Vyas, A., Shekarpour, S., Vidal, M. E., Lehmann, J. & Auer, S., 2020, Web Information Systems Engineering – WISE 2020: 21st International Conference, Amsterdam, The Netherlands, October 20–24, 2020, Proceedings, Part I. Huang, Z., Beek, W., Wang, H., Zhang, Y. & Zhou, R. (eds.). p. 328-342 15 p. (Lecture Notes in Computer Science; vol. 12342).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  4. Extracting topics from open educational resources

    Molavi, M., Tavakoli, M. & Kismihók, G., 2020, Addressing Global Challenges and Quality Education - 15th European Conference on Technology Enhanced Learning, EC-TEL 2020, Proceedings. Alario-Hoyos, C., Rodríguez-Triana, M. J., Scheffel, M., Arnedillo-Sánchez, I. & Dennerlein, S. M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 455-460 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12315 LNCS).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  5. Extreme Algorithm Selection with Dyadic Feature Representation

    Tornede, A., Wever, M. & Hüllermeier, E., 2020, Discovery Science - 23rd International Conference, DS 2020, Proceedings. Appice, A., Tsoumakas, G., Manolopoulos, Y. & Matwin, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 309-324 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12323 LNAI).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  6. Hybrid ranking and regression for algorithm selection

    Hanselle, J., Tornede, A., Wever, M. & Hüllermeier, E., 2020, KI 2020: Advances in Artificial Intelligence - 43rd German Conference on AI, Proceedings. Schmid, U., Wolter, D. & Klügl, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 59-72 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12325 LNAI).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  7. Published

    Improving Scholarly Knowledge Representation: Evaluating BERT-Based Models for Scientific Relation Classification

    Jiang, M., D’Souza, J., Auer, S. & Downie, J. S., 2020, Digital Libraries at Times of Massive Societal Transition : 22nd International Conference on Asia-Pacific Digital Libraries, ICADL 2020, Proceedings. Ishita, E., Pang, N. L. & Zhou, L. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 3-19 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12504 LNCS).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  8. KnowlyBERT: Hybrid Query Answering over Language Models and Knowledge Graphs

    Kalo, J., Fichtel, L., Ehler, P. & Balke, W., 2020, The Semantic Web – ISWC 2020 - 19th International Semantic Web Conference, 2020, Proceedings. Pan, J. Z., Tamma, V., d’Amato, C., Janowicz, K., Fu, B., Polleres, A., Seneviratne, O. & Kagal, L. (eds.). p. 294-310 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12506 LNCS).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  9. Published

    Learning Step-Size Adaptation in CMA-ES

    Shala, G., Biedenkapp, A., Awad, N., Adriaensen, S., Lindauer, M. & Hutter, F., 2020, Parallel Problem Solving from Nature – PPSN XVI: 16th International Conference, PPSN 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part I. Bäck, T., Preuss, M., Deutz, A., Emmerich, M., Wang, H., Doerr, C. & Trautmann, H. (eds.). Cham, p. 691-706 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12269).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  10. LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-label Classification

    Wever, M., Tornede, A., Mohr, F. & Hüllermeier, E., 2020, Advances in Intelligent Data Analysis XVIII - 18th International Symposium on Intelligent Data Analysis, IDA 2020, Proceedings. Berthold, M. R., Feelders, A. & Krempl, G. (eds.). Springer, p. 561-573 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12080 LNCS).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  11. Published

    Multicore Performance Prediction – Comparing Three Recent Approaches in a Case Study

    Lüders, M., Arndt, O. J. & Blume, H., 2020, Euro-Par 2019: Parallel Processing Workshops : Euro-Par 2019 International Workshops, Göttingen, Germany, August 26–30, 2019, Revised Selected Papers. Schwardmann, U., Boehme, C., B. Heras, D., Cardellini, V., Jeannot, E., Salis, A., Schifanella, C., Manumachu, R. R., Schwamborn, D., Ricci, L., Sangyoon, O., Gruber, T., Antonelli, L. & Scott, S. L. (eds.). Springer Nature, p. 282-294 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11997 LNCS).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  12. Ontology Design for Pharmaceutical Research Outcomes

    Say, Z., Fathalla, S., Vahdati, S., Lehmann, J. & Auer, S., 2020, Digital Libraries for Open Knowledge : 24th International Conference on Theory and Practice of Digital Libraries, TPDL 2020, Proceedings. Hall, M., Mercun, T., Risse, T. & Duchateau, F. (eds.). p. 119-132 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12246 LNCS).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  13. Operational Research Literature as a Use Case for the Open Research Knowledge Graph

    Runnwerth, M., Stocker, M. & Auer, S., 2020, Mathematical Software: ICMS 2020 - 7th International Conference, Proceedings. Bigatti, A. M., Carette, J., Davenport, J. H., Joswig, M. & de Wolff, T. (eds.). Springer Nature, p. 327-334 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12097 LNCS).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  14. Published

    Parameterised Complexity of Abduction in Schaefer’s Framework

    Mahmood, Y., Meier, A. & Schmidt, J., 2020, Logical Foundations of Computer Science (LFCS 2020): International Symposium, LFCS 2020, Proceedings. Artemov, S. & Nerode, A. (eds.). Cham, p. 195-213 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11972 LNCS).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  15. Published

    Parameterised Complexity of Model Checking and Satisfiability in Propositional Dependence Logic

    Mahmood, Y. & Meier, A., 2020, Foundations of Information and Knowledge Systems - 11th International Symposium, FoIKS 2020, Dortmund, Germany, February 17-21, 2020, Proceedings. Herzig, A. & Kontinen, J. (eds.). p. 157-174 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12012 LNCS).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  16. Published

    Question Answering on Scholarly Knowledge Graphs

    Jaradeh, M. Y., Stocker, M. & Auer, S., 2020, Digital Libraries for Open Knowledge: 24th International Conference on Theory and Practice of Digital Libraries, TPDL 2020, Proceedings. Hall, M., Mercun, T., Risse, T. & Duchateau, F. (eds.). Cham, p. 19-32 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12246 LNCS).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  17. Published

    Self-Supervised Domain Adaptation for Patient-Specific, Real-Time Tissue Tracking

    Ihler, S., Kuhnke, F. K., Laves, M. V. & Ortmaier, T., 2020, International Conference on Medical Image Computing and Computer Assisted Intervention. Martel, A. L., Abolmaesumi, P., Stoyanov, D., Mateus, D., Zuluaga, M. A., Zhou, S. K., Racoceanu, D. & Joskowicz, L. (eds.). p. 54-64 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12263 LNCS).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  18. Published

    Semantic Annotation, Representation and Linking of Survey Data

    Bensmann, F., Papenmeier, A., Kern, D., Zapilko, B. & Dietze, S., 2020, Semantic Systems. In the Era of Knowledge Graphs: 16th International Conference on Semantic Systems, SEMANTiCS 2020, Proceedings. Blomqvist, E., Groth, P., de Boer, V., Pellegrini, T., Alam, M., Käfer, T., Kieseberg, P., Kirrane, S., Meroño-Peñuela, A. & Pandit, H. J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 53-69 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12378 LNCS).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  19. Published

    Towards Customizable Chart Visualizations of Tabular Data Using Knowledge Graphs

    Wiens, V., Stocker, M. & Auer, S., 2020, Digital Libraries at Times of Massive Societal Transition: 22nd International Conference on Asia-Pacific Digital Libraries, ICADL 2020, Proceedings. Ishita, E., Pang, N. L. & Zhou, L. (eds.). p. 71-80 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12504 LNCS).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  20. Published

    Weakly-supervised Learning of Human Dynamics

    Zell, P., Rosenhahn, B. & Wandt, B., 2020, Computer Vision – ECCV 2020: 16th European Conference Glasgow, UK, August 23–28, 2020 Proceedings, Part XXVI. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J.-M. (eds.). p. 68-84 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12371 LNCS).

    Research output: Chapter in book/report/conference proceedingConference contributionResearch

  21. 2019
  22. Published

    Visualizing Search History in Web Learning

    Tolmachova, T., Xu, L., Marenzi, I. & Gadiraju, U., 16 Nov 2019, Advances in Web-Based Learning: ICWL 2019 - 18th International Conference, 2019, Proceedings. Herzog, M. A., Kubincová, Z., Han, P. & Temperini, M. (eds.). 1. ed. p. 229-240 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11841 LNCS).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

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