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. MLR Workshop and Conference Proceedings 8.
(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. .