Marco Saerens

Random-Walk Computation of Similarities between Nodes of a Graph with Application to Collaborative Recommendation

François Fouss, Alain Pirotte, Jean-Michel Renders et al. · IEEE Transactions on Knowledge and Data Engineering · 2007 · 1.3K citations

Computing, Computer Science, Algorithms +16

Adjusting the Outputs of a Classifier to New a<i>Priori</i>Probabilities: A Simple Procedure

Marco Saerens, Patrice Latinne, Christine Decaestecker · Neural Computation · 2002 · 333 citations · Full text

Computing, Computer Science, Algorithms +16

Predicting the<i>continuum</i>between corridors and barriers to animal movements using Step Selection Functions and Randomized Shortest Paths

Manuela Panzacchi, Bram Van Moorter, Olav Strand et al. · Journal of Animal Ecology · 2015 · 140 citations · Full text

Natural Resources, Ecology, Landscape Ecology +17

An experimental investigation of kernels on graphs for collaborative recommendation and semisupervised classification

François Fouss, Kevin Françoisse, Luh Yen et al. · Neural Networks · 2012 · 140 citations

Computing, Computer Science, Data Mining +13

Neural controller based on back-propagation algorithm

Marco Saerens, Alain Soquet · IEE Proceedings F Radar and Signal Processing · 1991 · 126 citations

Engineering, Computer Science, Dynamical Systems +13