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M
Marco Saerens
universite catholique louvain
32
H指数
165
论文数
4.5K
被引数
0
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19
发表时间
发表时间
IF
被引数
In-processing and post-processing strategies for balancing accuracy and sustainability in product recommendations
ELECTRONIC COMMERCE RESEARCH AND APPLICATIONS
IF
6.3
2024-09-01
0
PRE
AI
Satinet, Chloe; Fouss, Francois; Saerens, Marco; Leleux, Pierre
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Sparse randomized policies for Markov decision processes based on Tsallis divergence regularization
KNOWLEDGE-BASED SYSTEMS
IF
7.6
2024-09-01
0
PRE
AI
Leleux, Pierre; Lebichot, Bertrand; Guex, Guillaume; Saerens, Marco
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Relative entropy-regularized optimal transport on a graph: a new algorithm and an experimental comparison
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
IF
2.7
2022-12-23
1
PRE
AI
Courtain, Sylvain; Guex, Guillaume; Kivimaki, Ilkka; Saerens, Marco
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Accelerating advances in landscape connectivity modelling with the ConScape library
使用ConScape图书馆加速景观连通性建模的进展
METHODS IN ECOLOGY AND EVOLUTION
IF
6.2
2022-04-27
6
OA
AI
Van Moorter, Bram; Kivimaki, Ilkka; Noack, Andreas; Devooght, Robin; Panzacchi, Manuela; Hall, Kimberly R.; Leleux, Pierre; Saerens, Marco
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Defining and quantifying effective connectivity of landscapes for species' movements
定义和量化景观对物种运动的有效连通性
ECOGRAPHY
IF
4.7
2021-03-18
19
OA
AI
Van Moorter, Bram; Kivimaki, Ilkka; Panzacchi, Manuela; Saerens, Marco
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A bag-of-paths node criticality measure
NEUROCOMPUTING
IF
6.5
2018-01-01
8
OA
AI
Lebichot, Bertrand; Saerens, Marco
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A bag-of-paths framework for network data analysis
NEURAL NETWORKS
IF
6.3
2017-06-01
29
OA
AI
Francoisse, Kevin; Kivimaki, Ilkka; Mantrach, Amin; Rossi, Fabrice; Saerens, Marco
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Two betweenness centrality measures based on Randomized Shortest Paths
SCIENTIFIC REPORTS
IF
3.9
2016-02-01
59
OA
AI
Kivimaki, Ilkka; Lebichot, Bertrand; Saramaki, Jari; Saerens, Marco
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Predicting the continuum between corridors and barriers to animal movements using Step Selection Functions and Randomized Shortest Paths
JOURNAL OF ANIMAL ECOLOGY
IF
3.7
2015-08-06
113
OA
AI
Panzacchi, Manuela; Van Moorter, Bram; Strand, Olav; Saerens, Marco; Ki, Ilkka Kivima; St Clair, Colleen C.; Herfindal, Ivar; Boitani, Luigi
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Semisupervised Classification Through the Bag-of-Paths Group Betweenness
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF
8.9
2014-06-01
10
OA
AI
Lebichot, Bertrand; Kivimaki, Ilkka; Francoisse, Kevin; Saerens, Marco
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A link-analysis-based discriminant analysis for exploring partially labeled graphs
PATTERN RECOGNITION LETTERS
IF
3.3
2013-01-01
0
PRE
AI
Francoisse, Kevin; Fouss, Francois; Saerens, Marco
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An experimental investigation of kernels on graphs for collaborative recommendation and semisupervised classification
NEURAL NETWORKS
IF
6.3
2012-07-01
108
PRE
AI
Fouss, Francois; Francoisse, Kevin; Yen, Luh; Pirotte, Alain; Saerens, Marco
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Semi-supervised classification and betweenness computation on large, sparse, directed graphs
PATTERN RECOGNITION
IF
7.6
2011-06-01
30
OA
AI
Mantrach, Amin; van Zeebroeck, Nicolas; Francq, Pascal; Shimbo, Masashi; Bersini, Hugues; Saerens, Marco
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A sum-over-paths extension of edit distances accounting for all sequence alignments
PATTERN RECOGNITION
IF
7.6
2011-06-01
16
PRE
AI
Garcia-Diez, Silvia; Fouss, Francois; Shimbo, Masashi; Saerens, Marco
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A Link Analysis Extension of Correspondence Analysis for Mining Relational Databases
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF
10.4
2011-04-01
16
PRE
AI
Yen, Luh; Saerens, Marco; Fouss, Francois
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2L2, a simple reinforcement learning scheme for two-player zero-sum Markov games
2L2,两人零和马尔可夫博弈的简单强化学习方案
NEUROCOMPUTING
IF
6.5
2009-03-01
6
PRE
AI
Frenay, Bendit; Saerens, Marco
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Tuning continual exploration in reinforcement learning: An optimality property of the Boltzmann strategy
NEUROCOMPUTING
IF
6.5
2008-08-01
19
PRE
AI
Achbany, Youssef; Fouss, Francois; Yen, Luh; Pirotte, Alain; Saerens, Marco
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Random-walk computation of similarities between nodes of a graph with application to collaborative recommendation
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF
10.4
2007-03-01
981
PRE
AI
Fouss, Francois; Pirotte, Alain; Renders, Jean-Michel; Saerens, Marco
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Fuzzy adaptive control of a certain class of discrete-time processes
FUZZY SETS AND SYSTEMS
IF
2.7
1997-01-01
5
PRE
AI
Renders, JM; Saerens, M; Bersini, H
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研究方向
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合作学者
合作期刊
C
Colleen Cassady St. Clair
H 指数: 46 · 论文数: 138
J
Jari Saramäki
H 指数: 45 · 论文数: 177
H
Hugues Bersini
H 指数: 38 · 论文数: 340
B
Bram Van Moorter
H 指数: 37 · 论文数: 102
P
P. Leleux
H 指数: 36 · 论文数: 203
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