Marco Saerens
TitleCited byYear
Random-walk computation of similarities between nodes of a graph with application to collaborative recommendation
F Fouss, A Pirotte, JM Renders, M Saerens
IEEE Transactions on knowledge and data engineering 19 (3), 355-369, 2007
11672007
The principal components analysis of a graph, and its relationships to spectral clustering
M Saerens, F Fouss, L Yen, P Dupont
European conference on machine learning, 371-383, 2004
2722004
Adjusting the Outputs of a Classifier to New a Priori Probabilities: A Simple Procedure
M Saerens, P Latinne, C Decaestecker
Neural computation 14 (1), 21-41, 2002
1922002
Neural controller based on back-propagation algorithm
M Saerens, A Soquet
IEE Proceedings F (Radar and Signal Processing) 138 (1), 55-62, 1991
1461991
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
1242012
An experimental investigation of graph kernels on a collaborative recommendation task
F Fouss, L Yen, A Pirotte, M Saerens
Sixth International Conference on Data Mining (ICDM'06), 863-868, 2006
1192006
clustering using a random walk based distance measure.
L Yen, D Vanvyve, F Wouters, F Fouss, M Verleysen, M Saerens
ESANN, 317-324, 2005
1142005
A neural controller
M Saerens, A Soquet
1989 First IEE International Conference on Artificial Neural Networks,(Conf …, 1989
1111989
A novel way of computing similarities between nodes of a graph, with application to collaborative recommendation
F Fouss, A Pirotte, M Saerens
The 2005 IEEE/WIC/ACM International Conference on Web Intelligence (WI'05 …, 2005
932005
Randomized shortest-path problems: Two related models
M Saerens, Y Achbany, F Fouss, L Yen
Neural Computation 21 (8), 2363-2404, 2009
892009
A family of dissimilarity measures between nodes generalizing both the shortest-path and the commute-time distances
L Yen, M Saerens, A Mantrach, M Shimbo
Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008
892008
Graph nodes clustering with the sigmoid commute-time kernel: A comparative study
L Yen, F Fouss, C Decaestecker, P Francq, M Saerens
Data & Knowledge Engineering 68 (3), 338-361, 2009
872009
Graph nodes clustering based on the commute-time kernel
L Yen, F Fouss, C Decaestecker, P Francq, M Saerens
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 1037-1045, 2007
792007
A time-based collective factorization for topic discovery and monitoring in news
CK Vaca, A Mantrach, A Jaimes, M Saerens
Proceedings of the 23rd international conference on World wide web, 527-538, 2014
682014
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
632009
Predicting the continuum between corridors and barriers to animal movements using Step Selection Functions and Randomized Shortest Paths
M Panzacchi, B Van Moorter, O Strand, M Saerens, I Kivimäki, ...
Journal of Animal Ecology 85 (1), 32-42, 2016
612016
Algorithms and models for network data and link analysis
F Fouss, M Saerens, M Shimbo
Cambridge University Press, 2016
572016
A neural network based, speaker independent, large vocabulary, continuous speech recognition system: The WERNICKE project
T Robinson, L Almeida, JM Boite, H Bourlard, F Fallside, MM Hochberg, ...
Third European Conference on Speech Communication and Technology, 1993
571993
Developments in the theory of randomized shortest paths with a comparison of graph node distances
I Kivimäki, M Shimbo, M Saerens
Physica A: Statistical Mechanics and its Applications 393, 600-616, 2014
552014
Dynamic web service composition within a service-oriented architecture
IJ Jureta, S Faulkner, Y Achbany, M Saerens
IEEE International Conference on Web Services (ICWS 2007), 304-311, 2007
542007
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