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E

Eyke Hüllermeier

University of Munich

59H-index
633Paper Count
1.8WCitation Count
Published Papers 94
Publication Date
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Distribution Matching for Graph Quantification Under Structural Covariate Shift
errMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT II
IF0
err2026-01-01
err0
PREAI
errDamke, Clemens; Huellermeier, Eyke
errShare
errSave
MSL: Multi-class Scoring Lists for Interpretable Incremental Decision-Making
errEXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT III
IF0
err2026-01-01
err0
errOAAI
errHeid, Stefan; Kornowicz, Jaroslaw; Hanselle, Jonas; Thommes, Kirsten; Huellermeier, Eyke
errShare
errSave
Antithetic Sampling for Top-K Shapley Identification
errEXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT II
IF0
err2026-01-01
err0
PREAI
errKolpaczki, Patrick; Nielen, Tim; Huellermeier, Eyke
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errSave
A calibration test for evaluating set-based epistemic uncertainty representations
errMachine Learning
IF2.9
err2025-08-05
err0
errOAAI
errMira Jürgens; Thomas Mortier; Eyke Hüllermeier; Viktor Bengs; Willem Waegeman
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errSave
Random forest calibration
errKnowledge-Based Systems
IF7.6
err2025-07-22
err0
PREAI
errMohammad Hossein Shaker; Eyke Hüllermeier
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errSave
Uncertainty quantification in ordinal classification: A comparison of measures
errInternational Journal of Approximate Reasoning
IF3
err2025-05-28
err0
errOAAI
errStefan Haas; Eyke Hüllermeier
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errSave
Probabilistic scoring lists for interpretable machine learning
errMACHINE LEARNING
IF2.9
err2025-02-06
err0
errOAAI
errHanselle, Jonas; Heid, Stefan; Fuernkranz, Johannes; Huellermeier, Eyke
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errSave
An Extensive Analysis of Different Approaches to Driver Gaze Classification
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2024-11-01
err1
PREAI
errCamberg, Simone; Huellermeier, Eyke
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errSave
Stakeholder-centric explanations for black-box decisions: an XAI process model and its application to automotive goodwill assessments
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2024-10-24
err0
errOAAI
errHaas, Stefan; Hegestweiler, Konstantin; Rapp, Michael; Muschalik, Maximilian; Huellermeier, Eyke
errShare
errSave
Learning decision catalogues for situated decision making: The case of scoring systems
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2024-08-01
err0
errOAAI
errHeid, Stefan; Hanselle, Jonas; Fuernkranz, Johannes; Huellermeier, Eyke
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errSave
Conformalized prescriptive machine learning for uncertainty-aware automated decision making: the case of goodwill requests
errINTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS
IF2.8
err2024-06-14
err0
errOAAI
errHaas, Stefan; Huellermeier, Eyke
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errSave
Incremental permutation feature importance (iPFI): towards online explanations on data streams
errMACHINE LEARNING
IF2.9
err2023-09-20
err6
errOAAI
errFumagalli, Fabian; Muschalik, Maximilian; Huellermeier, Eyke; Hammer, Barbara
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errSave
EFFICIENT TIME-STEPPING FOR NUMERICAL INTEGRATION
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2023-04-26
err2
errOAAI
errDellnitz, Michael; Huellermeier, Eyke; Luecke, Marvin; Ober-Bloebaum, Sina; Offen, Christian; Peitz, Sebastian; Pfannschmidt, Karlson
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errSave
ChatGPT for good? On opportunities and challenges of large language models for education
errLEARNING AND INDIVIDUAL DIFFERENCES
IF9
err2023-04-01
err1.4K
errOAAI
errKasneci, Enkelejda; Sessler, Kathrin; Kuechemann, Stefan; Bannert, Maria; Dementieva, Daryna; Fischer, Frank; Gasser, Urs; Groh, Georg; Guennemann, Stephan; Huellermeier, Eyke; Krusche, Stepha; Kutyniok, Gitta; Michaeli, Tilman; Nerdel, Claudia; Pfeffer, Juergen; Poquet, Oleksandra; Sailer, Michael; Schmidt, Albrecht; Seidel, Tina; Stadler, Matthias; Weller, Jochen; Kuhn, Jochen; Kasneci, Gjergji
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errSave
Multi-armed bandits with censored consumption of resources
errMACHINE LEARNING
IF2.9
err2022-11-16
err1
errOAAI
errBengs, Viktor; Huellermeier, Eyke
errShare
errSave
Algorithm selection on a meta level
errMACHINE LEARNING
IF2.9
err2022-04-18
err9
errOAAI
errTornede, Alexander; Gehring, Lukas; Tornede, Tanja; Wever, Marcel; Huellermeier, Eyke
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errSave
A flexible class of dependence-aware multi-label loss functions
errMACHINE LEARNING
IF2.9
err2022-01-13
err2
errOAAI
errHuellermeier, Eyke; Wever, Marcel; Mencia, Eneldo Loza; Fuernkranz, Johannes; Rapp, Michael
errShare
errSave
Learning context-dependent choice functions
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2022-01-01
err5
errOAAI
errPfannschmidt, Karlson; Gupta, Pritha; Haddenhorst, Bjoern; Huellermeier, Eyke
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errSave
Machine Learning With the Sugeno Integral: The Case of Binary Classification
errIEEE TRANSACTIONS ON FUZZY SYSTEMS
IF11.9
err2021-12-01
err4
errOAAI
errAbbaszadeh, Sadegh; Huellermeier, Eyke
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errSave
Rough set-based feature selection for weakly labeled data
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2021-09-01
err34
errOAAI
errCampagner, Andrea; Ciucci, Davide; Huellermeier, Eyke
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
F
Francisco Herrera
H-index: 169 · Papers: 1.3K
D
Didier Dubois
H-index: 107 · Papers: 1.1K
J
J. Weller
H-index: 84 · Papers: 554
P
Peter C. Block
H-index: 81 · Papers: 454
B
Bernard De Baets
H-index: 80 · Papers: 1.4K
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