Homepage of Mehdi Kaytoue

Dr. Mehdi Kaytoue
Institut National des Sciences Appliquées de Lyon
Département Informatique
LIRIS CNRS UMR 5205 - Team DM2L
Bâtiment Blaise Pascal
F-69621 Villeurbanne cedex, France
mehdi.kaytoue @ insa-lyon.fr


This page is an extended CV under construction, you can have complementary information here:

Welcome!

I am an associate professor of Computer Science at the Institut National des Sciences Appliquées since 2012 (INSA de Lyon, France). Before, I received my Ph.D. in Computer Science from the Université de Lorraine in 2011 (Nancy, France). My main research interests are artificial intelligence, data-mining, and especially pattern mining with formal concept analysis. Original methods and algorithms developped as part of my research are applied to various domains with a particular attention to olfaction in neuroscience, geo-located social media analysis, electronic sports and video game analytics.

Experience

Projects

International or large-scale projects

Regional or small-scale projects

Academic activities

Scientific activities

Invited talks or tutorials

Conference and journals

Student supervision

PhD students

Master students

Software

Teaching

INSA Lyon, 2012-present

I teach fourth and fifth year students (INSA Lyon, CS department) and to a class of international students

Publications

Editorial activities

AuthorTitleYearProceedingsDOI/URL
Glodeanu C., Kaytoue M. and Sacarea C. Formal Concept Analysis - 12th International Conference, ICFCA 2014, Cluj-Napoca, Romania, June 10-13, 2014. Proceedings 2014 Lectures Notes in Computer Science, Vol. 8478, Springer DOI URL 

Journal publications

AuthorTitleYearJournalDOI/URL
Kaytoue, M., Pitarch, Y., Plantevit, M. and Robardet, C. What effects topological changes in dynamic graphs? - Elucidating relationships between vertex attributes and the graph structure 2015 Social Netw. Analys. MiningVol. 5(1), pp. 55:1-55:17  DOI URL 
Kaytoue, M., Kuznetsov, S.O., Macko, J. and Napoli, A. Biclustering meets triadic concept analysis 2014 Ann. Math. Artif. Intell.Vol. 70(1-2), pp. 55-79  DOI URL 
Baixeries, J., Kaytoue, M. and Napoli, A. Characterizing functional dependencies in formal concept analysis with pattern structures 2014 Ann. Math. Artif. Intell.Vol. 72(1-2), pp. 129-149  DOI URL 
Kaytoue, M., Kuznetsov, S.O., Napoli, A. and Duplessis, S. Mining gene expression data with pattern structures in formal concept analysis 2011 Inf. Sci.Vol. 181(10), pp. 1989-2001  DOI URL 

Articles in the proceedings of international conferences

AuthorTitleYearProceedingsDOI/URL
Cavadenti, O., Codocedo, V., Boulicaut, J. and Kaytoue, M. When cyberathletes conceal their game: Clustering confusion matrices to identify avatar aliases 2015 2015 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2015, Campus des Cordeliers, Paris, France, October 19-21, 2015, pp. 1-10  DOI URL 
Kaytoue, M., Codocedo, V., Buzmakov, A., Baixeries, J., Kuznetsov, S.O. and Napoli, A. Pattern Structures and Concept Lattices for Data Mining and Knowledge Processing 2015 Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part III, pp. 227-231  DOI URL 
Baixeries, J., Kaytoue, M. and Napoli, A. Characterization of Database Dependencies with FCA and Pattern Structures 2014 Analysis of Images, Social Networks and Texts - Third International Conference, AIST 2014, Yekaterinburg, Russia, April 10-12, 2014, Revised Selected Papers, pp. 3-14  URL 
Kaytoue, M., Pitarch, Y., Plantevit, M. and Robardet, C. Triggering patterns of topology changes in dynamic graphs 2014 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2014, Beijing, China, August 17-20, 2014, pp. 158-165  URL 
Kaytoue, M., Codocedo, V., Baixeries, J. and Napoli, A. Three Interrelated FCA Methods for Mining Biclusters of Similar Values on Columns 2014 Proceedings of the Eleventh International Conference on Concept Lattices and Their Applications, Košice, Slovakia, October 7-10, 2014.   
Bosc, G., Kaytoue, M., Rassi, C., Boulicaut, J. and Tan, P. Mining Balanced Sequential Patterns in RTS Games 2014 ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic - Including Prestigious Applications of Intelligent Systems (PAIS 2014), pp. 975-976  DOI URL 
Baixeries, J., Kaytoue, M. and Napoli, A. Computing Similarity Dependencies with Pattern Structures 2013 Proceedings of the Tenth International Conference on Concept Lattices and Their Applications, La Rochelle, France, October 15-18, 2013., pp. 33-44  URL 
Low-Kam, C., Rassi, C., Kaytoue, M. and Pei, J. Mining Statistically Significant Sequential Patterns 2013 2013 IEEE 13th International Conference on Data Mining, Dallas, TX, USA, December 7-10, 2013, pp. 488-497  URL 
Coulet, A., Domenach, F., Kaytoue, M. and Napoli, A. Using Pattern Structures for Analyzing Ontology-Based Annotations of Biomedical Data 2013 Formal Concept Analysis, 11th International Conference, ICFCA 2013, Dresden, Germany, May 21-24, 2013. Proceedings, pp. 76-91  URL 
Baixeries, J., Kaytoue, M. and Napoli, A. Computing Functional Dependencies with Pattern Structures 2012 Proceedings of The Ninth International Conference on Concept Lattices and Their Applications, Fuengirola (Málaga), Spain, October 11-14, 2012, pp. 175-186  URL 
Kaytoue, M., Duplessis, S. and Napoli, A. Toward the Discovery of Itemsets with Significant Variations in Gene Expression Matrices 2011 Classification and Multivariate Analysis for Complex Data Structures, pp. 465-473  DOI URL 
Assaghir, Z., Kaytoue, M., Meira Jr., W. and Villerd, J. Extracting Decision Trees from Interval Pattern Concept Lattices 2011 Proceedings of The Eighth International Conference on Concept Lattices and Their Applications, Nancy, France, October 17-20, 2011, pp. 319-332  URL 
Kaytoue, M., Kuznetsov, S.O., Macko, J., Meira Jr., W. and Napoli, A. Mining Biclusters of Similar Values with Triadic Concept Analysis 2011 Proceedings of The Eighth International Conference on Concept Lattices and Their Applications, Nancy, France, October 17-20, 2011, pp. 175-190  URL 
Kaytoue, M., Kuznetsov, S.O. and Napoli, A. Biclustering Numerical Data in Formal Concept Analysis 2011 Formal Concept Analysis - 9th International Conference, ICFCA 2011, Nicosia, Cyprus, May 2-6, 2011. Proceedings, pp. 135-150  DOI URL 
Assaghir, Z., Napoli, A., Kaytoue, M., Dubois, D. and Prade, H. Numerical Information Fusion: Lattice of Answers with Supporting Arguments 2011 IEEE 23rd International Conference on Tools with Artificial Intelligence, ICTAI 2011, Boca Raton, FL, USA, November 7-9, 2011, pp. 621-628  DOI URL 
Kaytoue, M., Kuznetsov, S.O. and Napoli, A. Revisiting Numerical Pattern Mining with Formal Concept Analysis 2011 IJCAI 2011, Proceedings of the 22nd International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22, 2011, pp. 1342-1347  URL 
Agarwal, P., Kaytoue, M., Kuznetsov, S.O., Napoli, A. and Polaillon, G. Symbolic Galois Lattices with Pattern Structures 2011 Rough Sets, Fuzzy Sets, Data Mining and Granular Computing - 13th International Conference, RSFDGrC 2011, Moscow, Russia, June 25-27, 2011. Proceedings, pp. 191-198   

Articles in workshops or for a demo

AuthorTitleYearProceedingsDOI/URL
Zimmermann, A., Kaytoue, M., Plantevit, M., Robardet, C. and Boulicaut, J. Profiling Users of the Velo'v Bike Sharing System 2015 Proceedings of the 2nd International Workshop on Mining Urban Data co-located with 32nd International Conference on Machine Learning (ICML 2015), Lille, France, July 11th, 2015., pp. 63-64  URL 
Houdyer, P., Zimmermann, A., Kaytoue, M., Plantevit, M., Mitchell, J. and Robardet, C. Gazouille: Detecting and Illustrating Local Events from Geolocalized Social Media Streams 2015 Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part III, pp. 276-280  DOI URL 
Kaytoue, M., Silva, A., Cerf, L., Meira Jr., W. and Rassi, C. Watch me playing, i am a professional: a first study on video game live streaming 2012 Proceedings of the 21st World Wide Web Conference, WWW 2012, Lyon, France, April 16-20, 2012 (Companion Volume), pp. 1181-1188  DOI URL 

Articles in the proceedings of national conferences

AuthorTitleYearProceedingsDOI/URL
Belfodil, A., Kaytoue, M., Robardet, Cé., Plantevit, M. and Zarka, J. Une méthode de découverte de motifs contextualisés dans les traces de mobilité d'une personne 2016 Journées Francophones Extraction et Gestion des Connaissances, EGC 2016, 18-22 Janvier 2016, Reims, France, pp. 63-68  URL 
Cavadenti, O., Codocedo, V., Kaytoue, M. and Boulicaut, J. Découverte de motifs intelligibles et caractéristiques d'anomalies dans les traces unitaires 2016 Journées Francophones Extraction et Gestion des Connaissances, EGC 2016, 18-22 Janvier 2016, Reims, France, pp. 27-38  URL 
Labernia, Q., Codocedo, V., Kaytoue, M. and Robardet, Cé. Découverte de labels dupliqués par l'exploration du treillis des classifieurs binaires 2016 Journées Francophones Extraction et Gestion des Connaissances, EGC 2016, 18-22 Janvier 2016, Reims, France, pp. 255-266  URL 
Bosc, G., Kaytoue, M., Plantevit, M., Marchi, F.D., Bensafi, M. and Boulicaut, J. Vers la découverte de modèles exceptionnels locaux : des règles descriptives liant les molécules à leurs odeurs 2015 Journées Francophones Extraction et Gestion des Connaissances, EGC 2015, 27-30 Janvier 2015, Luxembourg, pp. 305-316  URL 
Bosc, G., Kaytoue, M., Rassi, C. and Boulicaut, J. Fouille de motifs séquentiels pour l'élicitation de stratégies à partir de traces d'interactions entre agents en compétition 2014 Journées Francophones Extraction et Gestion des Connaissances, EGC 2014, Rennes, France, 28-32 Janvier, 2014, pp. 359-370  URL 
Nascimento, G., Ribeiro, M., Cerf, L., Cesario, N., Kaytoue, M., Rassi, C., Vasconcelos, T. and Meira Jr., W. Modeling and Analyzing the Video Game Live-Streaming Community 2014 9th Latin American Web Congress, LA-WEB 2014, Ouro Preto, Minas Gerais, Brazil, 22-24 October, 2014, pp. 1-9  URL 
Kaytoue, M., Kuznetsov, S.O., Napoli, A., Macko, J. and Meira Jr., W. Caractérisation et extraction de biclusters de valeurs similaires avec l'analyse de concepts triadiques 2012 Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31 - février 2012, Bordeaux, France, pp. 65-76  URL 
Assaghir, Z., Kaytoue, M., Napoli, A. and Prade, H. Organiser la fusion d'informations par l'analyse formelle de concepts 2011 Fouille de données complexes. Complexité liée aux données multiples, pp. 267-287  URL