Guénaël Cabanes
Guénaël Cabanes
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Boys and girls on the playground: sex differences in social development are not stable across early childhood
S Barbu, G Cabanes, G Le Maner-Idrissi
Plos one 6 (1), e16407, 2011
Learning the number of clusters in self organizing map
G Cabanes, Y Bennani
Self-Organizing Maps, 2010
Ants build transportation networks that optimize cost and efficiency at the expense of robustness
G Cabanes, E van Wilgenburg, M Beekman, T Latty
Behavioral Ecology 26 (1), 223-231, 2014
Entropy based probabilistic collaborative clustering
J Sublime, B Matei, G Cabanes, N Grozavu, Y Bennani, A Cornuéjols
Pattern Recognition 72, 144-157, 2017
Anarchy Is a Molecular Signature of Worker Sterility in the Honey Bee
I Ronai, BP Oldroyd, DA Barton, G Cabanes, J Lim, V Vergoz
Molecular biology and evolution 33 (1), 134-142, 2016
Selection of social traits in juvenile Japanese quail affects adults’ behaviour
L Formanek, C Houdelier, S Lumineau, A Bertin, G Cabanès, ...
Applied Animal Behaviour Science 112 (1-2), 174-186, 2008
A local density-based simultaneous two-level algorithm for topographic clustering
G Cabanes, Y Bennani
2008 IEEE International Joint Conference on Neural Networks (IEEE World …, 2008
A new topological clustering algorithm for interval data
G Cabanes, Y Bennani, R Destenay, A Hardy
Pattern Recognition 46 (11), 3030-3039, 2013
Enriched topological learning for cluster detection and visualization
G Cabanes, Y Bennani, D Fresneau
Neural Networks 32, 186-195, 2012
A simultaneous two-level clustering algorithm for automatic model selection
G Cabanes, Y Bennani
Sixth International Conference on Machine Learning and Applications (ICMLA …, 2007
Collaborative clustering: How to select the optimal collaborators?
P Rastin, G Cabanes, N Grozavu, Y Bennani
2015 IEEE Symposium Series on Computational Intelligence, 787-794, 2015
Diversity analysis in collaborative clustering
N Grozavu, G Cabanes, Y Bennani
2014 International Joint Conference on Neural Networks (IJCNN), 1754-1761, 2014
From horizontal to vertical collaborative clustering using generative topographic maps
J Sublime, N Grozavu, G Cabanes, Y Bennani, A Cornuéjols
International journal of hybrid intelligent systems 12 (4), 245-256, 2015
Effects of natural mating and CO2 narcosis on biogenic amine receptor gene expression in the ovaries and brain of queen honey bees, Apis mellifera
V Vergoz, J Lim, M Duncan, G Cabanes, BP Oldroyd
Insect Molecular Biology 21 (6), 558-567, 2012
Unsupervised learning for analyzing the dynamic behavior of online banking fraud
G Cabanes, Y Bennani, N Grozavu
2013 IEEE 13th International Conference on Data Mining Workshops, 513-520, 2013
Self-organizing maps
GK Matsopoulos
Mining RFID behavior data using unsupervised learning
G Cabanes, Y Bennani, D Fresneau
International Journal of Applied Logistics (IJAL) 1 (1), 28-47, 2010
Social networks dynamics revealed by temporal analysis: An example in a non‐human primate (Macaca sylvanus) in “La Forêt des Singes”
S Sosa, P Zhang, G Cabanes
American journal of primatology 79 (6), e22662, 2017
Change detection in data streams through unsupervised learning
G Cabanes, Y Bennani
The 2012 International Joint Conference on Neural Networks (IJCNN), 1-6, 2012
Learning topological constraints in self-organizing map
G Cabanes, Y Bennani
International conference on neural information processing, 367-374, 2010
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