Online Fairness-Aware Learning Under Class Imbalance

Iosifidis, V. & Ntoutsi, E., 15 Okt. 2020, Discovery Science : 23rd International Conference, DS 2020, Proceedings. Appice, A., Tsoumakas, G., Manolopoulos, Y. & Matwin, S. (Hrsg.). Springer Science and Business Media Deutschland GmbH, S. 159-174 16 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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Uncertainty Estimation in Medical Image Denoising with Bayesian Deep Image Prior

Laves, M., Tölle, M. & Ortmaier, T., 5 Okt. 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. (Hrsg.). S. 81-96 16 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 12443 LNCS).

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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. (Hrsg.). Cham: Springer Science and Business Media Deutschland GmbH, S. 56-65 10 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 12117 LNAI).

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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. (Hrsg.). Cham, S. 3-18 16 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 12246 LNCS).

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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. (Hrsg.). Cham: Springer Verlag, S. 395-411 17 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 11906).

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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. (Hrsg.). Cham, S. 251-266 16 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 12035 LNCS).

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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. (Hrsg.). Cham, S. 289-296 8 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 12036 LNCS).

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Using eye tracking data to improve requirements specification use

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

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Vision meets visualization: Are animated videos an alternative?

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

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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. (Hrsg.). Cham: Springer Nature, S. 100-116 17 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 11889).

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