1. 2020
  2. A Knowledge Graph for Industry 4.0

    Bader, S. R., Grangel-Gonzalez, I., Nanjappa, P., Vidal, M. E. & Maleshkova, M., 27 May 2020, The Semantic Web: 17th International Conference, ESWC 2020, Proceedings. Harth, A., Kirrane, S., Ngonga Ngomo, A.-C., Paulheim, H., Rula, A., Gentile, A. L., Haase, P. & Cochez, M. (eds.). p. 465-480 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12123 LNCS).

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

  3. Published

    Incremental FPT delay

    Meier, A., 15 May 2020, In: Algorithms. 13, 5, 122.

    Research output: Contribution to journalArticleResearchpeer review

  4. Published

    Node Representation Learning for Directed Graphs

    Khosla, M., Leonhardt, J., Nejdl, W. & Anand, A., 30 Apr 2020, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part I. Brefeld, U., Fromont, E., Hotho, A., Knobbe, A., Maathuis, M. & Robardet, C. (eds.). Cham: Springer Verlag, p. 395-411 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11906).

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

  5. Published

    Domain-independent Extraction of Scientific Concepts from Research Articles

    Brack, A., D'Souza, J., Hoppe, A., Auer, S. & Ewerth, R., 8 Apr 2020, Advances in Information Retrieval: 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14–17, 2020, Proceedings, Part I. Jose, J. M., Yilmaz, E., Magalhães, J., Martins, F., Castells, P., Ferro, N. & Silva, M. J. (eds.). Cham, p. 251-266 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12035 LNCS).

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

  6. Published

    SlideImages: A dataset for educational image classification

    Morris, D., Müller-Budack, E. & Ewerth, R., 8 Apr 2020, Advances in Information Retrieval: 42nd European Conference on IR Research, ECIR 2020, Proceedings. Jose, J. M., Yilmaz, E., Magalhães, J., Martins, F., Castells, P., Ferro, N. & Silva, M. J. (eds.). Cham, p. 289-296 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12036 LNCS).

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

  7. Published

    Frieze patterns with coefficients

    Cuntz, M., Holm, T. & Jørgensen, P., 26 Mar 2020, In: Forum of Mathematics, Sigma. 8, e17.

    Research output: Contribution to journalArticleResearchpeer review

  8. A Survey on Distributed Machine Learning

    Verbraeken, J., Wolting, M., Katzy, J., Kloppenburg, J., Verbelen, T. & Rellermeyer, J., 20 Mar 2020, In: ACM Computing Surveys (CSUR). 53, 2, 3377454.

    Research output: Contribution to journalReview articleResearchpeer review

  9. Published

    Using eye tracking data to improve requirements specification use

    Ahrens, M. & Schneider, K., 18 Mar 2020, Requirements engineering: Foundation for software quality - 26th International Working Conference, REFSQ 2020, Proceedings. Madhavji, N. & Pasquale, L. (eds.). Cham: Springer International Publishing AG, p. 36-51 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12045).

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

  10. Published

    Vision meets visualization: Are animated videos an alternative?

    Busch, M., Karras, O., Schneider, K. & Ahrens, M., 18 Mar 2020, Requirements Engineering: Foundation for Software Quality; 26th International Working Conference, REFSQ 2020, Pisa, Italy, March 24–27, 2020, Proceedings. Madhavji, N. & Pasquale, L. (eds.). Cham: Springer Verlag, p. 277-292 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12045).

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

  11. Published

    Predictive Path Following and Collision Avoidance of Autonomous Connected Vehicles

    Abdelaal, M. & Schön, S., 28 Feb 2020, In: Algorithms. 13, 3, 52.

    Research output: Contribution to journalArticleResearchpeer review

  12. Published

    Satisfiability of modal inclusion logic: Lax and strict semantics

    Hella, L., Kuusisto, A., Meier, A. & Vollmer, H., 10 Jan 2020, In: ACM Transactions on Computational Logic. 21, 1, p. 1-18 18 p., 7.

    Research output: Contribution to journalArticleResearchpeer review

  13. Published

    A Neighborhood-Augmented LSTM Model for Taxi-Passenger Demand Prediction

    Quy, T. L., Nejdl, W., Spiliopoulou, M. & Ntoutsi, E., 4 Jan 2020, Multiple-Aspect Analysis of Semantic Trajectories: First International Workshop, MASTER 2019, Held in Conjunction with ECML-PKDD 2019, Würzburg, Germany, September 16, 2019, Proceedings. Tserpes, K., Renso, C. & Matwin, S. (eds.). Cham: Springer Nature, p. 100-116 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11889).

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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

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