Claude Pasquier, Jérémy Sanhes, Frédéric Flouvat, Nazha Selmaoui-Folcher, "Frequent pattern mining in attributed trees: algorithms and applications", Knowledge and Information Systems, 2015, 10.1007/s10115-015-0831-x

Claude Pasquier, Mathilde Clément, Aviv Dombrovsky, Stéphanie Penaud, Martine Da Rocha, Corinne Rancurel, Neil Ledger, Maria Capovilla, Alain Robichon, "Environmentally Selected Aphid Variants in Clonality Context Display Differential Patterns of Methylation in the Genome", PLoS One 2014 Dec 31;9(12):e115022. doi:10.1371/journal.pone.0115022

The paper "Improving pattern discovery relevancy by deriving constraints from expert models" by Frédéric Flouvat, Jérémy Sanhes, Claude Pasquier, Nazha Selmaoui-Folcher and François Boulicaut has been accepted at the 21st European Conference on Artificial Intelligence (ECAI'14). The conference will take place in Prague, Czech Republic from August 18th to 22nd, 2014.

The paper "les modèles experts : une source d'informations pour l'extraction de motifs" by Frédéric Flouvat, Jérémy Sanhes, Claude Pasquier, Nazha Selmaoui-Folcher and François Boulicaut has been accepted at the 19th French-Speaking Conference on Pattern Recognition and Artificial Intelligence (RFIA'14). The conference will take place in Rouen, France from june 30th to july 4th, 2014.

The tutorial proposal "The Pervasiveness of Machine Learning in Omics Science" by Ronnie Alves, Claude Pasquier and Nicolas Pasquier has been accepted at the 7th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2014). The conference will take place in Nancy, France from September 15th to 19th, 2014.

The paper "Extraction de motifs dans des graphes orientés attribués en présence d'automorphisme" by Claude Pasquier, Frédéric Flouvat, Jérémy Sanhes and Nazha Selmaoui-Folcher has been accepted at the 14th french speaking conference on Knowledge Discovery and Management (EGC'14). The conference will take place in Rennes, France from january 28th to 31st, 2014.

The paper "Weighted path as a condensed pattern in a single attributed DAG" by Jérémy Sanhes, Frédéric Flouvat, Claude Pasquier, Nazha Selmaoui-Folcher and Jean-François Boulicaut has been accepted at the 23rd International Join Conference on Artificial Intelligence (IJCAI'13). The conference will take place in Beijing, China from august 3rd to 9th, 2013.

The papers "Extraction de motifs fréquents dans des arbres attribués" and "Extraction de motifs condensés dans un seul graphe orienté acyclique attribué" have been nominated for the best research paper award by the Program Committee of EGC'13.

The paper "Frequent Pattern Mining in Attributed trees" by Claude Pasquier, Jérémy Sanhes, Frédéric Flouvat and Nazha Selmaoui-Folcher has been accepted at the 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'13). The conference will take place in Surfers Paradise, Australia from april 14th to 17th, 2013.