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.
| Author | Title | Year | Proceedings | DOI/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 |
| Author | Title | Year | Journal | DOI/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 |
| Author | Title | Year | Proceedings | DOI/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 |
| Author | Title | Year | Proceedings | DOI/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 |
| Author | Title | Year | Proceedings | DOI/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 |