Aleatoric and epistemic uncertainty in machine learning: an introduction to concepts and methods von Hüllermeier, Eyke, Waegeman, Willem

Volltext

Learning from imprecise and fuzzy observations: Data disambiguation through generalized loss minimization von Huellermeier, Eyke

Volltext

How to measure uncertainty in uncertainty sampling for active learning von Nguyen, Vu-Linh, Shaker, Mohammad Hossein, Hüllermeier, Eyke

Volltext

Combining instance-based learning and logistic regression for multilabel classification von Cheng, Weiwei, Hüllermeier, Eyke

Volltext

An Extensive Analysis of Different Approaches to Driver Gaze Classification von Camberg, Simone, Hullermeier, Eyke

Volltext

Advances in Intelligent Data Analysis XX: 20th International Symposium on Intelligent Data Analysis, IDA 2022, Rennes, France, April 20-22, 2022, Proceedings von Bouadi, Tassadit, Fromont, Elisa, Hüllermeier, Eyke

Volltext

TSK-Streams: learning TSK fuzzy systems for regression on data streams von Shaker, Ammar, Hüllermeier, Eyke

Volltext

Grouping, Overlap, and Generalized Bientropic Functions for Fuzzy Modeling of Pairwise Comparisons von Bustince, H., Pagola, M., Mesiar, R., Hullermeier, E., Herrera, F.

Volltext

Preferences in AI: An overview von Domshlak, Carmel, Hüllermeier, Eyke, Kaci, Souhila, Prade, Henri

Volltext

Conformal Prediction Intervals for Remaining Useful Lifetime Estimation von Javanmardi, Alireza, Hüllermeier, Eyke

Volltext

On testing transitivity in online preference learning von Haddenhorst, Björn, Bengs, Viktor, Hüllermeier, Eyke

Volltext

Multilabel classification via calibrated label ranking von Fürnkranz, Johannes, Hüllermeier, Eyke, Loza Mencía, Eneldo, Brinker, Klaus

Volltext

Efficient set-valued prediction in multi-class classification von Mortier, Thomas, Wydmuch, Marek, Dembczyński, Krzysztof, Hüllermeier, Eyke, Waegeman, Willem

Volltext

On the efficient implementation of classification rule learning von Rapp, Michael, Fürnkranz, Johannes, Hüllermeier, Eyke

Volltext

Preference learning and multiple criteria decision aiding: differences, commonalities, and synergies—part II von Hüllermeier, Eyke, Słowiński, Roman

Volltext

Multilabel classification for exploiting cross-resistance information in HIV-1 drug resistance prediction von Heider, Dominik, Senge, Robin, Cheng, Weiwei, Hüllermeier, Eyke

Volltext

A flexible class of dependence-aware multi-label loss functions von Hüllermeier, Eyke, Wever, Marcel, Loza Mencia, Eneldo, Fürnkranz, Johannes, Rapp, Michael

Volltext

Preference learning and multiple criteria decision aiding: differences, commonalities, and synergies–part I von Hüllermeier, Eyke, Słowiński, Roman

Volltext

Fast Fuzzy Pattern Tree Learning for Classification von Senge, Robin, Hullermeier, Eyke

Volltext

Learning monotone nonlinear models using the Choquet integral von Fallah Tehrani, Ali, Cheng, Weiwei, Dembczyński, Krzysztof, Hüllermeier, Eyke

Volltext