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Publications by Eyke Hüllermeier
Reliable Classification: Learning Classifiers That Distinguish Aleatoric and Epistemic Uncertainty
Information Sciences
Control
Systems Engineering
Management
Theoretical Computer Science
Computer Science Applications
Information Systems
Artificial Intelligence
Software
On the Effectiveness of Heuristics for Learning Nested Dichotomies: An Empirical Analysis
Machine Learning
Artificial Intelligence
Software
Preference-Based Policy Iteration: Leveraging Preference Learning for Reinforcement Learning
Lecture Notes in Computer Science
Computer Science
Theoretical Computer Science
Probability Estimation for Multi-Class Classification Based on Label Ranking
Lecture Notes in Computer Science
Computer Science
Theoretical Computer Science
Predicting Partial Orders: Ranking With Abstention
Lecture Notes in Computer Science
Computer Science
Theoretical Computer Science
Preference Learning and Ranking by Pairwise Comparison
Online Clustering of Parallel Data Streams
Data and Knowledge Engineering
Information Systems
Management
On Minimizing the Position Error in Label Ranking
Lecture Notes in Computer Science
Computer Science
Theoretical Computer Science
Pairwise Preference Learning and Ranking
Lecture Notes in Computer Science
Computer Science
Theoretical Computer Science