Waegeman Willem

willem.waegeman@ugent.be
@KERMIT, office 110.069
(+32) 9 264.92.00

linkedin logo Waegeman Willem
ORCID logo https://orcid.org/0000-0002-5950-3003
Biblio logoBiblio UGent
Google Scholar logoGoogle Scholar

Research Interests: Machine learning

Journal papers Conference papers

Journal papers

Biblio logo(2) Kernel-based learning methods for preference aggregation
W. Waegeman, B. De Baets and L. Boullart
(2009) 4OR. 7, 169-189.
Biblio logo(1) Learning to Rank: a ROC-based Graph-Theoretic Approach
W. Waegeman
(2009) 4OR. 7, 399-402.

Conference papers

(4) Learning Partial Class Memberships in Multi-Class Classification Problems: a Probabilistic Approach
W. Waegeman and B. De Baets
(2009) EUROFUSE WORKSHOP ON PREFERENCE HANDLING AND DECISION SUPPORT.
Pamplona, Spain, 6 pages.
(3) A Comparison of AUC Estimators in Small-Sample Studies
A. Airola, T. Pahikkala, W. Waegeman, B. De Baets and T. Salakoski
(2009) 3RD WORKSHOP ON MACHINE LEARNING IN SYSTEMS BIOLOGY.
Ljubljana, Slovenia, 3-13.
(2) From Ranking to Intransitive Preference Learning: Rock-Paper-Scissors and Beyond
T. Pahikkala, W. Waegeman, E. Tsivtsivadze, T. Salakoski and B. De Baets
(2009) ECML 2009 WORKSHOP ON PREFERENCE LEARNING.
Bled, Slovenia, 16 pages.
(1) Learning Intransitive Reciprocal Relations with Regularized Least-Squares
T. Pahikkala, W. Waegeman, E. Tsivtsivadze, T. Salakoski and B. De Baets
(2009) BENELEARN 2008 BENELUX CONFERENCE ON MACHINE LEARNING.
Tilburg, The Netherlands, 8 pages.