Find publications
- 2020
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 proceeding › Conference contribution › Research › peer review
- Published
Incremental FPT delay
Meier, A., 15 May 2020, In: Algorithms. 13, 5, 122.Research output: Contribution to journal › Article › Research › peer review
- 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 proceeding › Conference contribution › Research › peer review
- 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 proceeding › Conference contribution › Research
- 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 proceeding › Conference contribution › Research › peer review
- 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 journal › Article › Research › peer review
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 journal › Review article › Research › peer review
- 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 proceeding › Conference contribution › Research › peer review
- 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 proceeding › Conference contribution › Research › peer review
- 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 journal › Article › Research › peer review
- 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 journal › Article › Research › peer review
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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 proceeding › Conference contribution › Research › peer review
- 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 proceeding › Conference contribution › Research › peer review
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 proceeding › Conference contribution › Research › peer review
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 proceeding › Conference contribution › Research › peer review
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 proceeding › Conference contribution › Research › peer review
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 proceeding › Conference contribution › Research › peer review
- 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 proceeding › Conference contribution › Research › peer review
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 proceeding › Conference contribution › Research › peer review
- 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 proceeding › Conference contribution › Research › peer review