| An experimental investigation of kernels on graphs for collaborative recommendation and semisupervised classification F Fouss, K Francoisse, L Yen, A Pirotte, M Saerens Neural networks 31, 53-72, 2012 | 186 | 2012 |
| The sum-over-paths covariance kernel: A novel covariance measure between nodes of a directed graph A Mantrach, L Yen, J Callut, K Francoisse, M Shimbo, M Saerens IEEE Transactions on Pattern Analysis and Machine Intelligence 32 (6), 1112-1126, 2009 | 84 | 2009 |
| A bag-of-paths framework for network data analysis K Françoisse, I Kivimäki, A Mantrach, F Rossi, M Saerens Neural Networks 90, 90-111, 2017 | 60 | 2017 |
| Semi-supervised classification from discriminative random walks J Callut, K Françoisse, M Saerens, P Dupont Joint European Conference on Machine Learning and Knowledge Discovery in …, 2008 | 59 | 2008 |
| Semisupervised classification through the bag-of-paths group betweenness B Lebichot, I Kivimäki, K Françoisse, M Saerens IEEE Transactions on Neural Networks and Learning Systems 25 (6), 1173-1186, 2013 | 18 | 2013 |
| Design of biased random walks on a graph with application to collaborative recommendation P Leleux, S Courtain, K Françoisse, M Saerens Physica A: Statistical Mechanics and its Applications 590, 126752, 2022 | 6 | 2022 |
| Classification in graphs using discriminative random walks J Callut, K Françoisse, M Saerens, P Dupont International Workshop on Mining and Learning with Graphs 7, 2008 | 6 | 2008 |
| A link-analysis-based discriminant analysis for exploring partially labeled graphs K Françoisse, F Fouss, M Saerens Pattern Recognition Letters 34 (2), 146-154, 2013 | | 2013 |
| Classification in Graphs using Discriminative Random Walks: Semi-supervised learning, large graphs, betweenness measure, passage times J Callut, P Dupont, M Saerens, K Françoisse 6th International Workshop on Mining and Learning with Graphs (MLG), 2008 | | 2008 |
| Entity Similarity through word embedding and Named Entity Recognition using word vectors Q Gusbin, N Vrielynck, M Saerens, K Françoisse | | |
