List of works - Eyke Hüllermeier

An evolutionary approach to constraint-regularized learning ⬇️

scholarly article

Chest pain in primary care: is the localization of pain diagnostically helpful in the critical evaluation of patients?--A cross sectional study

scientific article

Clustering of gene expression data using a local shape-based similarity measure

scientific article

Correlation-based embedding of pairwise score data

Editorial

Editorial: Preference learning and ranking

Efficient similarity search in protein structure databases by k-clique hashing.

scientific article

Estimating relative depth in single images via rankboost

article

Evolutionary construction of multiple graph alignments for the structural analysis of biomolecules

scientific article published on 13 March 2009

Exploiting HIV-1 protease and reverse transcriptase cross-resistance information for improved drug resistance prediction by means of multi-label classification

scientific article

Extended Graph-Based Models for Enhanced Similarity Search in Cavbase

scientific article published on September 2014

Extended graph-based models for enhanced similarity retrieval in Cavbase.

scientific article published on 22 March 2013

Fingerprint Kernels for Protein Structure Comparison

scientific article

From the similarity analysis of protein cavities to the functional classification of protein families using cavbase

scientific article published on 25 April 2006

GARLig: A Fully Automated Tool for Subset Selection of Large Fragment Spaces via a Self-Adaptive Genetic Algorithm ⬇️

scientific article published on September 27, 2010

Grouping, Overlap, and Generalized Bientropic Functions for Fuzzy Modeling of Pairwise Comparisons

article published in 2012

Guest Editors’ introduction: special issue of the ECML/PKDD 2014 journal track

Guest editors’ introduction: special issue of the ECML/PKDD 2014 journal track

Hierarchical Classification by Expected Utility Maximization

Identification of Functionally Related Enzymes by Learning-to-Rank Methods

scientific article published on November 2014

In defense of fuzzy association analysis

scientific article published in August 2007

Label ranking by learning pairwise preferences

Merging chemical and biological space: Structural mapping of enzyme binding pocket space

scientific article published in August 2009

Multilabel classification for exploiting cross-resistance information in HIV-1 drug resistance prediction

scientific article

Multilabel classification via calibrated label ranking

Multiple graph alignment for the structural analysis of protein active sites

scientific article published in April 2007

Multivariate modeling to identify patterns in clinical data: the example of chest pain ⬇️

scientific article published on November 22, 2011

On predictive accuracy and risk minimization in pairwise label ranking

Physicochemical descriptors to discriminate protein-protein interactions in permanent and transient complexes selected by means of machine learning algorithms

scientific article published on November 2006

Predicting Partial Orders: Ranking with Abstention

Preference Learning and Ranking by Pairwise Comparison

Preference-based reinforcement learning: a formal framework and a policy iteration algorithm

scholarly article by Johannes Fürnkranz et al published 10 August 2012 in Machine Learning

Protein sub-cellular localization prediction for special compartments via optimized time series distances

scientific article published in February 2014

Response to van den Bruel and Perera: the comprehensive diagnostic study: a new solution to old problems?

scientific article published on 28 November 2013

SEGA: semiglobal graph alignment for structure-based protein comparison

scientific article

Special Issue on Discovery Science

Special Issue on Soft Computing for Information Mining

Superposition and Alignment of Labeled Point Clouds ⬇️

scientific article published on November 1, 2011

The comprehensive diagnostic study is suggested as a design to model the diagnostic process

scientific article published on 28 November 2013

[Diagnosis in context - broadening the perspective].

scientific article published on 6 November 2013

List of works by Eyke Hüllermeier

An evolutionary approach to constraint-regularized learning ⬇️

Chest pain in primary care: is the localization of pain diagnostically helpful in the critical evaluation of patients?--A cross sectional study

Clustering of gene expression data using a local shape-based similarity measure

Correlation-based embedding of pairwise score data

Editorial

Editorial: Preference learning and ranking

Efficient similarity search in protein structure databases by k-clique hashing.

Estimating relative depth in single images via rankboost

Evolutionary construction of multiple graph alignments for the structural analysis of biomolecules

Exploiting HIV-1 protease and reverse transcriptase cross-resistance information for improved drug resistance prediction by means of multi-label classification

Extended Graph-Based Models for Enhanced Similarity Search in Cavbase

Extended graph-based models for enhanced similarity retrieval in Cavbase.

Fingerprint Kernels for Protein Structure Comparison

From the similarity analysis of protein cavities to the functional classification of protein families using cavbase

GARLig: A Fully Automated Tool for Subset Selection of Large Fragment Spaces via a Self-Adaptive Genetic Algorithm ⬇️

Grouping, Overlap, and Generalized Bientropic Functions for Fuzzy Modeling of Pairwise Comparisons

Guest Editors’ introduction: special issue of the ECML/PKDD 2014 journal track

Guest editors’ introduction: special issue of the ECML/PKDD 2014 journal track

Hierarchical Classification by Expected Utility Maximization

Identification of Functionally Related Enzymes by Learning-to-Rank Methods

In defense of fuzzy association analysis

Label ranking by learning pairwise preferences

Merging chemical and biological space: Structural mapping of enzyme binding pocket space

Multilabel classification for exploiting cross-resistance information in HIV-1 drug resistance prediction

Multilabel classification via calibrated label ranking

Multiple graph alignment for the structural analysis of protein active sites

Multivariate modeling to identify patterns in clinical data: the example of chest pain ⬇️

On predictive accuracy and risk minimization in pairwise label ranking

Physicochemical descriptors to discriminate protein-protein interactions in permanent and transient complexes selected by means of machine learning algorithms

Predicting Partial Orders: Ranking with Abstention

Preference Learning and Ranking by Pairwise Comparison

Preference-based reinforcement learning: a formal framework and a policy iteration algorithm

Protein sub-cellular localization prediction for special compartments via optimized time series distances

Response to van den Bruel and Perera: the comprehensive diagnostic study: a new solution to old problems?

SEGA: semiglobal graph alignment for structure-based protein comparison

Special Issue on Discovery Science

Special Issue on Soft Computing for Information Mining

Superposition and Alignment of Labeled Point Clouds ⬇️

The comprehensive diagnostic study is suggested as a design to model the diagnostic process

[Diagnosis in context - broadening the perspective].