Edit Profile (opens in new tab) Saerens, Marco Co-Author Distance Author ID: 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 all top 5 Co-Authors 0 single-authored 5 Courtain, Sylvain 4 Fouss, Francois 4 Kivimäki, Ilkka 3 Bersini, Hugues 3 Francoisse, Kevin 3 Guex, Guillaume 3 Leleux, Pierre 3 Shimbo, Masashi 3 Yen, Luh 2 Mantrach, Amin 1 Achbany, Youssef 1 Decaestecker, Christine 1 Francq, Pascal 1 García-Díez, Silvia 1 Latinne, Patrice 1 Panzacchi, Manuela 1 Pirotte, Alain 1 Renders, Jean-Michel 1 Rossi, Fabrice 1 Saramäki, Jari 1 Sotelino, Luis Gonzalez 1 Van Moorter, Bram 1 van Zeebroeck, Nicolas all top 5 Serials 3 Neural Networks 2 Physica A 2 Neural Computation 2 Pattern Recognition 2 Journal of Complex Networks 1 Fuzzy Sets and Systems 1 Information Sciences 1 Data Mining and Knowledge Discovery all top 5 Fields 10 Computer science (68-XX) 6 Combinatorics (05-XX) 4 Statistics (62-XX) 4 Operations research, mathematical programming (90-XX) 2 Probability theory and stochastic processes (60-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Systems theory; control (93-XX) Publications by Year all cited Publications top 5 cited Publications 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 cited Publications top 5 cited Publications 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 all top 5 Cited in 37 Serials 11 Pattern Recognition 4 Physica A 4 Machine Learning 4 Neural Computation 4 Data Mining and Knowledge Discovery 3 Neural Networks 3 Journal of Machine Learning Research (JMLR) 2 Information Sciences 2 European Journal of Operational Research 2 Computational Statistics and Data Analysis 2 Applied and Computational Harmonic Analysis 1 Discrete Applied Mathematics 1 Fuzzy Sets and Systems 1 Journal of Mathematical Psychology 1 European Journal of Combinatorics 1 Circuits, Systems, and Signal Processing 1 Statistics 1 Statistical Science 1 Algorithmica 1 International Journal of Approximate Reasoning 1 SIAM Journal on Matrix Analysis and Applications 1 Computational Statistics 1 Journal of Statistical Computation and Simulation 1 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering 1 Top 1 The Journal of Artificial Intelligence Research (JAIR) 1 Optimization Methods & Software 1 Mathematical Methods of Operations Research 1 Chaos 1 Methodology and Computing in Applied Probability 1 International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 1 Journal of Applied Mathematics 1 Journal of Control Theory and Applications 1 Statistical Analysis and Data Mining 1 EURASIP Journal on Advances in Signal Processing 1 Electronic Journal of Statistics 1 Computer Science Review all top 5 Cited in 18 Fields 41 Computer science (68-XX) 32 Statistics (62-XX) 17 Combinatorics (05-XX) 8 Operations research, mathematical programming (90-XX) 4 Probability theory and stochastic processes (60-XX) 4 Systems theory; control (93-XX) 3 Statistical mechanics, structure of matter (82-XX) 3 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Information and communication theory, circuits (94-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 2 Biology and other natural sciences (92-XX) 1 Ordinary differential equations (34-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Integral equations (45-XX) 1 Functional analysis (46-XX) 1 Operator theory (47-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Geometry (51-XX) Citations by Year