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Author ID: saerens.marco Recent zbMATH articles by "Saerens, Marco"
Published as: Saerens, Marco
Documents Indexed: 16 Publications since 1994
Co-Authors: 23 Co-Authors with 16 Joint Publications
59 Co-Co-Authors

Publications by Year

Citations contained in zbMATH Open

14 Publications have been cited 104 times in 70 Documents Cited by Year
The principal components analysis of a graph, and its relationships to spectral clustering. Zbl 1132.68589
Saerens, Marco; Fouss, Francois; Yen, Luh; Dupont, Pierre
25
2004
Adjusting the outputs of a classifier to new a priori probabilities: A simple procedure. Zbl 1026.62065
Saerens, Marco; Latinne, Patrice; Decaestecker, Christine
19
2002
Randomized shortest-path problems: two related models. Zbl 1192.90031
Saerens, Marco; Achbany, Youssef; Fouss, François; Yen, Luh
13
2009
An experimental investigation of kernels on graphs for collaborative recommendation and semisupervised classification. Zbl 1245.68155
Fouss, François; Francoisse, Kevin; Yen, Luh; Pirotte, Alain; Saerens, Marco
11
2012
Developments in the theory of randomized shortest paths with a comparison of graph node distances. Zbl 1395.05153
Kivimäki, Ilkka; Shimbo, Masashi; Saerens, Marco
8
2014
Semi-supervised classification and betweenness computation on large, sparse, directed graphs. Zbl 1209.68418
Mantrach, Amin; van Zeebroeck, Nicolas; Francq, Pascal; Shimbo, Masashi; Bersini, Hugues; Saerens, Marco
6
2011
A sum-over-paths extension of edit distances accounting for all sequence alignments. Zbl 1209.68454
García-Díez, Silvia; Fouss, François; Shimbo, Masashi; Saerens, Marco
4
2011
Randomized shortest paths with net flows and capacity constraints. Zbl 1484.68157
Courtain, Sylvain; Leleux, Pierre; Kivimäki, Ilkka; Guex, Guillaume; Saerens, Marco
4
2021
A bag-of-paths framework for network data analysis. Zbl 1434.68535
Françoisse, Kevin; Kivimäki, Ilkka; Mantrach, Amin; Rossi, Fabrice; Saerens, Marco
4
2017
Fuzzy adaptive control of a certain class of SISO discrete-time processes. Zbl 0925.93509
Renders, Jean-Michel; Saerens, Marco; Bersini, Hugues
3
1997
Classification of temporal trajectories by continuous-time recurrent nets. Zbl 0814.68116
Sotelino, Luis Gonzalez; Saerens, Marco; Bersini, Hugues
2
1994
Sparse randomized shortest paths routing with Tsallis divergence regularization. Zbl 1473.90050
Leleux, Pierre; Courtain, Sylvain; Guex, Guillaume; Saerens, Marco
2
2021
Covariance and correlation measures on a graph in a generalized bag-of-paths formalism. Zbl 1473.90029
Guex, Guillaume; Courtain, Sylvain; Saerens, Marco
2
2020
Design of biased random walks on a graph with application to collaborative recommendation. Zbl 07485924
Leleux, Pierre; Courtain, Sylvain; Françoisse, Kevin; Saerens, Marco
1
2022
Design of biased random walks on a graph with application to collaborative recommendation. Zbl 07485924
Leleux, Pierre; Courtain, Sylvain; Françoisse, Kevin; Saerens, Marco
1
2022
Randomized shortest paths with net flows and capacity constraints. Zbl 1484.68157
Courtain, Sylvain; Leleux, Pierre; Kivimäki, Ilkka; Guex, Guillaume; Saerens, Marco
4
2021
Sparse randomized shortest paths routing with Tsallis divergence regularization. Zbl 1473.90050
Leleux, Pierre; Courtain, Sylvain; Guex, Guillaume; Saerens, Marco
2
2021
Covariance and correlation measures on a graph in a generalized bag-of-paths formalism. Zbl 1473.90029
Guex, Guillaume; Courtain, Sylvain; Saerens, Marco
2
2020
A bag-of-paths framework for network data analysis. Zbl 1434.68535
Françoisse, Kevin; Kivimäki, Ilkka; Mantrach, Amin; Rossi, Fabrice; Saerens, Marco
4
2017
Developments in the theory of randomized shortest paths with a comparison of graph node distances. Zbl 1395.05153
Kivimäki, Ilkka; Shimbo, Masashi; Saerens, Marco
8
2014
An experimental investigation of kernels on graphs for collaborative recommendation and semisupervised classification. Zbl 1245.68155
Fouss, François; Francoisse, Kevin; Yen, Luh; Pirotte, Alain; Saerens, Marco
11
2012
Semi-supervised classification and betweenness computation on large, sparse, directed graphs. Zbl 1209.68418
Mantrach, Amin; van Zeebroeck, Nicolas; Francq, Pascal; Shimbo, Masashi; Bersini, Hugues; Saerens, Marco
6
2011
A sum-over-paths extension of edit distances accounting for all sequence alignments. Zbl 1209.68454
García-Díez, Silvia; Fouss, François; Shimbo, Masashi; Saerens, Marco
4
2011
Randomized shortest-path problems: two related models. Zbl 1192.90031
Saerens, Marco; Achbany, Youssef; Fouss, François; Yen, Luh
13
2009
The principal components analysis of a graph, and its relationships to spectral clustering. Zbl 1132.68589
Saerens, Marco; Fouss, Francois; Yen, Luh; Dupont, Pierre
25
2004
Adjusting the outputs of a classifier to new a priori probabilities: A simple procedure. Zbl 1026.62065
Saerens, Marco; Latinne, Patrice; Decaestecker, Christine
19
2002
Fuzzy adaptive control of a certain class of SISO discrete-time processes. Zbl 0925.93509
Renders, Jean-Michel; Saerens, Marco; Bersini, Hugues
3
1997
Classification of temporal trajectories by continuous-time recurrent nets. Zbl 0814.68116
Sotelino, Luis Gonzalez; Saerens, Marco; Bersini, Hugues
2
1994
all top 5

Cited by 156 Authors

9 Saerens, Marco
4 Courtain, Sylvain
4 Shimbo, Masashi
3 Chebotarev, Pavel Yu.
3 du Plessis, Marthinus Christoffel
3 Fouss, Francois
3 Francoisse, Kevin
3 Guex, Guillaume
3 Kivimäki, Ilkka
3 Leleux, Pierre
3 Miller, David John
3 Sugiyama, Masashi
2 Avrachenkov, Konstantin Evgen’evich
2 Bersini, Hugues
2 Chehreghani, Morteza Haghir
2 Hofer, Vera
2 Izbicki, Rafael
2 Kesidis, George
2 Mantrach, Amin
2 Tasche, Dirk
2 Zhou, Jie
1 Alaiz-Rodríguez, Rocío
1 Alawadhi, Fahimah A.
1 Baggag, Abdelkader
1 Baig, Abdul Rauf
1 Barranquero, Jose
1 beim Graben, Peter
1 Berry, Tyrus
1 Bertolissi, Edy
1 Birattari, Mauro
1 Blanchard, Gilles
1 Bontempi, Gianluca
1 Brato, Sebastian
1 Chatterjee, Sangit
1 Cid-Sueiro, Jesús
1 Coifman, Ronald Raphaël
1 Col, Alcebiades Dal
1 Collins, Christopher M.
1 Coşkun, Mustafa Cemil
1 de Sousa, Samuel
1 del Coz, Juan José
1 Deshmukh, Aniket Anand
1 Díez, Jorge
1 Doğan, Ürün
1 Duchâteau, Antoine
1 Dyballa, Luciano
1 Esuli, Andrea
1 Firat, Aykut
1 Fish, Benjamin
1 Fitch, Katherine
1 Francq, Pascal
1 García-Díez, Silvia
1 Giles, Kendall E.
1 Girardin, Valerie
1 Gohara, Kazutoshi
1 Goldberg, Maxim J.
1 Gollini, Isabella
1 Gómez, Daniel Armando
1 Götze, Jürgen
1 Guerrero-Curieses, Alicia
1 Gupta, Jatinder N. D.
1 Haghir Chehreghani, Mostafa
1 Halim, Zahid
1 Hancock, Edwin Robert
1 Huang, Gao
1 Ito, Takahiko
1 Ivashkin, Vladimir
1 Jing, Yuanwei
1 Jordan, Michael Irwin
1 Kanamori, Takafumi
1 Kevrekidis, Ioannis George
1 Kim, Seonja
1 Konsowa, Mokhtar H.
1 Koyuturk, Mehmet
1 Krempl, Georg
1 Krey, Sebastian
1 Kropatsch, Walter G.
1 Lafon, Stéphane
1 Lecron, Fabian
1 Lee, Ann B.
1 Lee, Gyemin
1 Lee, John Aldo
1 Lhote, Loïck
1 Li, Yimin
1 Li, Yuanyuan
1 Liberti, Leo
1 Ligges, Uwe
1 Liu, Song
1 Long, Guodong
1 Lücking, Daniel
1 Marchette, David J.
1 Marley, Anthony A. J.
1 Matsumoto, Yuji
1 Meyerhenke, Henning
1 Mi, Yang
1 Mishenin, A.
1 Mochihashi, Daichi
1 Montero, Javier
1 Moreo, Alejandro
1 Murphy, Thomas Brendan
...and 56 more Authors

Citations by Year