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Publications by Eyke Hüllermeier

Reliable Classification: Learning Classifiers That Distinguish Aleatoric and Epistemic Uncertainty

Information Sciences
ControlSystems EngineeringManagementTheoretical Computer ScienceComputer Science ApplicationsInformation SystemsArtificial IntelligenceSoftware
2014English

On the Effectiveness of Heuristics for Learning Nested Dichotomies: An Empirical Analysis

Machine Learning
Artificial IntelligenceSoftware
2018English

Preference-Based Policy Iteration: Leveraging Preference Learning for Reinforcement Learning

Lecture Notes in Computer Science
Computer ScienceTheoretical Computer Science
2011English

Probability Estimation for Multi-Class Classification Based on Label Ranking

Lecture Notes in Computer Science
Computer ScienceTheoretical Computer Science
2012English

Predicting Partial Orders: Ranking With Abstention

Lecture Notes in Computer Science
Computer ScienceTheoretical Computer Science
2010English

Preference Learning and Ranking by Pairwise Comparison

2010English

Online Clustering of Parallel Data Streams

Data and Knowledge Engineering
Information SystemsManagement
2006English

On Minimizing the Position Error in Label Ranking

Lecture Notes in Computer Science
Computer ScienceTheoretical Computer Science
English

Pairwise Preference Learning and Ranking

Lecture Notes in Computer Science
Computer ScienceTheoretical Computer Science
2003English

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