43 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Ghent UniversityBE5 papers
- Ghent University HospitalBE3 papers
- Barcelona Supercomputing CenterES2 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- Universitat Politècnica de CatalunyaES2 papers
- University of FreiburgDE2 papers
- University of ManchesterGB2 papers
- Alexander Fleming Biomedical Sciences Research CenterGR1 paper
- Athena Research and Innovation Center In Information Communication & Knowledge TechnologiesGR1 paper
- Center for Advanced Studies Research and Development in SardiniaIT1 paper
- Centre for Research and Technology HellasGR1 paper
- European Bioinformatics InstituteGB1 paper
3 papers · 1 filter
Feature Subset Weighting for Distance-based Supervised Learning through Choquet Integration
Adnan Theerens, Yvan Saeys, Chris Cornelis
This paper introduces feature subset weighting using monotone measures for distance-based supervised learning. The Choquet integral is used to define a distance metric that incorpo…
Revised Conditional t-SNE: Looking Beyond the Nearest Neighbors
Edith Heiter, Bo Kang, Ruth Seurinck +1
Conditional t-SNE (ct-SNE) is a recent extension to t-SNE that allows removal of known cluster information from the embedding, to obtain a visualization revealing structure beyond…
Average Localised Proximity: A new data descriptor with good default one-class classification performance
Oliver Urs Lenz, Daniel Peralta, Chris Cornelis
One-class classification is a challenging subfield of machine learning in which so-called data descriptors are used to predict membership of a class based solely on positive exampl…