Saerens, Marco

7 publications

AAAI 2012 Investigating the Effectiveness of Laplacian-Based Kernels in Hub Reduction Ikumi Suzuki, Kazuo Hara, Masashi Shimbo, Yuji Matsumoto, Marco Saerens

ECML-PKDD 2008 Semi-Supervised Classification from Discriminative Random Walks Jérôme Callut, Kevin Françoisse, Marco Saerens, Pierre Dupont

ECML-PKDD 2004 The Principal Components Analysis of a Graph, and Its Relationships to Spectral Clustering Marco Saerens, François Fouss, Luh Yen, Pierre Dupont

NeCo 2002 Adjusting the Outputs of a Classifier to New a Priori Probabilities: A Simple Procedure Marco Saerens, Patrice Latinne, Christine Decaestecker

ICML 2001 Adjusting the Outputs of a Classifier to New a Priori Probabilities May Significantly Improve Classification Accuracy: Evidence from a Multi-Class Problem in Remote Sensing Patrice Latinne, Marco Saerens, Christine Decaestecker

ICML 1996 Non Mean Square Error Criteria for the Training of Learning Machines Marco Saerens

ICML 1993 Adaptive NeuroControl: How Black Box and Simple Can It Be Jean-Michel Renders, Hugues Bersini, Marco Saerens