Frédéric Flouvat
Frédéric Flouvat
Associate Professor of Computer Science, University of New Caledonia
Adresse e-mail validée de univ-nc.nc - Page d'accueil
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The pattern next door: Towards spatio-sequential pattern discovery
HA Salas, S Bringay, F Flouvat, N Selmaoui-Folcher, M Teisseire
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 157-168, 2012
302012
ABS: adaptative borders search of frequent itemsets
F Flouvat, F De Marchi, JM Petit
2nd workshop of frequent itemsets mining implementation (FIMI'04) 126, 1-8, 2004
232004
Domain-driven co-location mining
F Flouvat, JF N’guyen Van Soc, E Desmier, N Selmaoui-Folcher
Geoinformatica 19 (1), 147-183, 2015
212015
A new classification of datasets for frequent itemsets
F Flouvat, F De Marchi, JM Petit
Journal of Intelligent Information Systems 34 (1), 1-19, 2010
212010
The izi project: Easy prototyping of interesting pattern mining algorithms
F Flouvat, F De Marchi, JM Petit
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 1-15, 2009
192009
Frequent pattern mining in attributed trees: algorithms and applications
C Pasquier, J Sanhes, F Flouvat, N Selmaoui-Folcher
Knowledge and Information Systems 46 (3), 491-514, 2016
172016
A thorough experimental study of datasets for frequent itemsets
F Flouvat, F De March, JM Petit
Fifth IEEE International Conference on Data Mining (ICDM'05), 8 pp., 2005
162005
Adaptive strategies for mining the positive border of interesting patterns: Application to inclusion dependencies in databases
F De Marchi, F Flouvat, JM Petit
Constraint-Based Mining and Inductive Databases, 81-101, 2006
152006
Mining recurrent patterns in a dynamic attributed graph
Z Cheng, F Flouvat, N Selmaoui-Folcher
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 631-643, 2017
132017
Improving pattern discovery relevancy by deriving constraints from expert models
F Flouvat, J Sanhes, C Pasquier, N Selmaoui-Folcher, JF Boulicaut
ECAI 2014: 21st European Conference on Artificial Intelligence 263, 327, 2014
132014
Experimental study of frequent itemsets datasets
F Flouvat
Technical report, LIMOS, France, http://www. isima. fr/flouvat/papers/rr05 …, 2005
102005
Weighted path as a condensed pattern in a single attributed DAG
J Sanhes, F Flouvat, C Pasquier, N Selmaoui-Folcher, JF Boulicaut
Twenty-Third International Joint Conference on Artificial Intelligence, 2013
92013
Constrained colocation mining: application to soil erosion characterization
F Flouvat, N Selmaoui-Folcher, D Gay, I Rouet, C Grison
Proceedings of the 2010 ACM Symposium on Applied Computing, 1054-1059, 2010
92010
Frequent pattern mining in attributed trees
C Pasquier, J Sanhes, F Flouvat, N Selmaoui-Folcher
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 26-37, 2013
82013
A clustering-based visualization of colocation patterns
E Desmier, F Flouvat, D Gay, N Selmaoui-Folcher
Proceedings of the 15th Symposium on international database engineering …, 2011
82011
How to Use” Classical” Tree Mining Algorithms to Find Complex Spatio-Temporal Patterns?
N Selmaoui-Folcher, F Flouvat
International Conference on Database and Expert Systems Applications, 107-117, 2011
82011
Spatio-sequential patterns mining: Beyond the boundaries
H Alatrista-Salas, S Bringay, F Flouvat, N Selmaoui-Folcher, M Teisseire
Intelligent Data Analysis 20 (2), 293-316, 2016
72016
Modélisation de la dynamique de phénomènes spatio-temporels par des séquences de motifs.
L Mabit, N Selmaoui-Folcher, F Flouvat
EGC 11, 455-466, 2011
72011
Attributed graph mining in the presence of automorphism
C Pasquier, F Flouvat, J Sanhes, N Selmaoui-Folcher
Knowledge and Information Systems 50 (2), 569-584, 2017
62017
Extraction de motifs condensés dans un unique graphe orienté acyclique attribué.
J Sanhes, F Flouvat, C Pasquier, N Selmaoui-Folcher, JF Boulicaut
EGC 13, 205-216, 2013
42013
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