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- 2020
- Published
Agile Leadership and Agile Management on Organizational Level: A Systematic Literature Review
Theobald, S., Prenner, N., Krieg, A. & Schneider, K., 21 Nov 2020, Product-Focused Software Process Improvement: 21st International Conference, PROFES 2020, Proceedings. Morisio, M., Torchiano, M. & Jedlitschka, A. (eds.). Cham, p. 20-36 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12562 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
NODIS: Neural Ordinary Differential Scene Understanding
Yuren, C., Ackermann, H., Liao, W., Yang, M. Y. & Rosenhahn, B., 14 Nov 2020, Computer Vision – ECCV 2020: 16th European Conference Glasgow, UK, August 23–28, 2020 Proceedings, Part XX. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J.-M. (eds.). p. 636-653 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12365 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
The construction problem for Hodge numbers modulo an integer in positive characteristic
Van Dobben De Bruyn, R. & Paulsen, M., 9 Nov 2020, In: Forum of Mathematics, Sigma. 8, p. 1-13 e45.Research output: Contribution to journal › Article › Research › peer review
FunMap: Efficient Execution of Functional Mappings for Knowledge Graph Creation
Jozashoori, S., Chaves-Fraga, D., Iglesias, E., Vidal, M. E. & Corcho, O., 1 Nov 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.). Springer Science and Business Media Deutschland GmbH, p. 276-293 18 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
Representing Semantified Biological Assays in the Open Research Knowledge Graph
Anteghini, M., D’Souza, J., Martins dos Santos, V. A. P. & Auer, S., Nov 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. 89-98 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 proceeding › Conference contribution › Research › peer review
- Published
Challenges of Linking Organizational Information in Open Government Data to Knowledge Graphs
Portisch, J., Fallatah, O., Neumaier, S., Jaradeh, M. Y. & Polleres, A., 27 Oct 2020, Knowledge Engineering and Knowledge Management: 22nd International Conference, EKAW 2020, Bolzano, Italy, September 16-20, 2020 Proceedings. Keet, C. M. & Dumontier, M. (eds.). 1. ed. Cham: Springer Nature Switzerland AG, p. 271-286 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12387).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
FairNN: Conjoint Learning of Fair Representations for Fair Decisions
Hu, T., Iosifidis, V., Liao, W., Zhang, H., Ying Yang, M., Ntoutsi, E. & Rosenhahn, B., 15 Oct 2020, Discovery Science - 23rd International Conference, DS 2020, Proceedings: 23rd International Conference. Appice, A., Tsoumakas, G., Manolopoulos, Y. & Matwin, S. (eds.). 1 ed. Cham, p. 581-595 15 p. (Lecture Notes in Computer Science).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research
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Online Fairness-Aware Learning Under Class Imbalance
Iosifidis, V. & Ntoutsi, E., 15 Oct 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. 159-174 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Uncertainty Estimation in Medical Image Denoising with Bayesian Deep Image Prior
Laves, M., Tölle, M. & Ortmaier, T., 5 Oct 2020, Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis. Sudre, C. H., Fehri, H., Arbel, T., Baumgartner, C. F., Dalca, A., Tanno, R., Van Leemput, K., Wells, W. M., Sotiras, A., Papiez, B., Ferrante, E. & Parisot, S. (eds.). p. 81-96 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12443 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research
- Published
Decision-Making with Probabilistic Reasoning in Engineering Design
Plappert, S., Gembarski, P. C. & Lachmayer, R., 17 Sept 2020, Foundations of Intelligent Systems: 25th International Symposium, ISMIS 2020, Proceedings. Helic, D., Stettinger, M., Felfernig, A., Leitner, G. & Ras, Z. W. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 56-65 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12117 LNAI).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
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Multicore performance prediction with MPET: Using scalability characteristics for statistical cross-architecture prediction
Arndt, O. J., Lüders, M., Riggers, C. & Blume, H., Sept 2020, In: Journal of Signal Processing Systems. 92, 9, p. 981-998 18 p.Research output: Contribution to journal › Article › Research › peer review
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Requirements Analysis for an Open Research Knowledge Graph
Brack, A., Hoppe, A., Stocker, M., Auer, S. & Ewerth, R., 17 Aug 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. 3-18 16 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 proceeding › Conference contribution › Research › peer review
A conversational agent as facilitator: Guiding groups through collaboration processes
Tavanapour, N., Theodorakopoulos, D. & Bittner, E. A. C., 10 Jul 2020, Learning and Collaboration Technologies. : Human and Technology Ecosystems - 7th International Conference, LCT 2020, Held as Part of the 22nd HCI International Conference, HCII 2020, Proceedings. Zaphiris, P. & Ioannou, A. (eds.). p. 108-129 22 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12206 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Evolutionary Algorithms for Instruction Scheduling, Operation Merging, and Register Allocation in VLIW Compilers
Giesemann, F., Gerlach, L. & Payá-Vayá, G., Jul 2020, In: Journal of Signal Processing Systems. 92, 7, p. 655-678 24 p.Research output: Contribution to journal › Article › Research › peer review
Creating and capturing artificial emotions in autonomous robots and software agents
Hoffmann, C. & Vidal, M. E., 10 Jun 2020, Web Engineering: 20th International Conference, ICWE 2020, Proceedings. Bielikova, M., Mikkonen, T. & Pautasso, C. (eds.). p. 277-292 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12128 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
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
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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