Romain Mathonat, Diana Nurbakova, Jean-François Boulicaut, Mehdi Kaytoue. Anytime mining of sequential discriminative patterns in labeled sequences. Knowledge and Information Systems (KAIS), Springer, 2020, ⟨10.1007/s10115-020-01523-7⟩. ⟨hal-03000696⟩

Carmen Licón, Guillaume Bosc, Mohammed Sabri, Marylou Mantel, Arnaud Fournel, et al.. Chemical features mining provides new descriptive structure-odor relationships. PLoS Computational Biology, Public Library of Science, 2019, 15 (4), pp.e1006945. ⟨10.1371/journal.pcbi.1006945⟩. ⟨hal-02343686⟩

Jaume Baixeries, Victor Codocedo, Mehdi Kaytoue, Amedeo Napoli. Characterizing Approximate-Matching Dependencies in Formal Concept Analysis with Pattern Structures. Discrete Applied Mathematics, Elsevier, 2018, 249, pp.18-27. ⟨10.1016/j.dam.2018.03.073⟩. ⟨hal-01673441⟩

Guillaume Bosc, Jean-François Boulicaut, Chedy Raïssi, Mehdi Kaytoue. Anytime Discovery of a Diverse Set of Patterns with Monte Carlo Tree Search. Data Mining and Knowledge Discovery, Springer, 2018, 32 (3), pp.604-650. ⟨10.1007/s10618-017-0547-5⟩. ⟨hal-01662857v2⟩

Mehdi Kaytoue, Marc Plantevit, Albrecht Zimmermann, Anes Bendimerad, Céline Robardet. Exceptional contextual subgraph mining. Machine Learning, Springer Verlag, 2017, 106 (08), pp.1171--1211. ⟨10.1007/s10994-016-5598-0⟩. ⟨hal-01488732v2⟩

Guillaume Bosc, Philip Tan, Jean-François Boulicaut, Chedy Raïssi, Mehdi Kaytoue. A Pattern Mining Approach to Study Strategy Balance in RTS Games. IEEE Transactions on Computational Intelligence and AI in games, IEEE Computational Intelligence Society, 2017, 9 (2), pp.123-132. ⟨10.1109/TCIAIG.2015.2511819⟩. ⟨hal-01252728⟩

Mehdi Kaytoue, Yoann Pitarch, Marc Plantevit, Céline Robardet. What effects topological changes in dynamic graphs?: Elucidating relationships between vertex attributes and the graph structure. Social Network Analysis and Mining, Springer, 2015, 5 (55), pp.55:1--55:17. ⟨10.1007/s13278-015-0294-9⟩. ⟨hal-01221698⟩

Jaume Baixeries, Mehdi Kaytoue, Amedeo Napoli. Characterizing functional dependencies in formal concept analysis with pattern structures. Annals of Mathematics and Artificial Intelligence, Springer Verlag, 2014, 72, pp.129 - 149. ⟨10.1007/s10472-014-9400-3⟩. ⟨hal-01101107⟩

Mehdi Kaytoue, Sergei O. Kuznetsov, Juraj Macko, Amedeo Napoli. Biclustering meets triadic concept analysis. Annals of Mathematics and Artificial Intelligence, Springer Verlag, 2014, 70, pp.55 - 79. ⟨10.1007/s10472-013-9379-1⟩. ⟨hal-01101143⟩

Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli, Sébastien Duplessis. Mining gene expression data with pattern structures in formal concept analysis. Information Sciences, Elsevier, 2011, 181 (10), pp.1989-2001. ⟨hal-02651138⟩

Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli, Sébastien Duplessis. Mining gene expression data with pattern structures in formal concept analysis. Information Sciences, Elsevier, 2011, 181 (10), pp.1989-2001. ⟨hal-00541100⟩

Zainab Assaghir, Mehdi Kaytoue, Henri Prade, Amedeo Napoli. Fusion de données imparfaites en utilisant l'analyse formelle de concepts. Revue des Nouvelles Technologies de l'Information, Hermann, 2010, Fouille de données complexes - Complexité liée aux données multiples. ⟨inria-00600234⟩

Romain Mathonat, Jean-François Boulicaut, Mehdi Kaytoue. A Behavioral Pattern Mining Approach to Model Player Skills in Rocket League. IEEE Conference on Games 2020, Aug 2020, Online, Japan. ⟨hal-02921566⟩

Aimene Belfodil, Adnene Belfodil, Mehdi Kaytoue. Mining Formal Concepts using Implications between Items. International Conference on Formal Concept Analysis (ICFCA 2019), 2019, Frankfurt, Germany. ⟨hal-02080577⟩

Romain Mathonat, Jean-François Boulicaut, Mehdi Kaytoue. Découverte de sous-groupes à partir de données séquentielles par échantillonnage et optimisation locale. Extraction et Gestion des Connaissances, Jan 2019, Metz, France. ⟨hal-02278857⟩

Romain Mathonat, Diana Nurbakova, Jean-François Boulicaut, Mehdi Kaytoue. SeqScout: Using a Bandit Model to Discover Interesting Subgroups in Labeled Sequences. IEEE International Conference on Data Science and Advanced Analytics (DSAA), Oct 2019, Washington, United States. ⟨hal-02282082⟩

Adnene Belfodil, Aimene Belfodil, Anes Bendimerad, Philippe Lamarre, Céline Robardet, et al.. FSSD - A Fast and Efficient Algorithm for Subgroup Set Discovery. IEEE International Conference on Data Science and Advanced Analytics (DSAA), Oct 2019, Washington DC, United States. ⟨hal-02355503⟩

Victor Codocedo, Jaume Baixeries, Mehdi Kaytoue, Amedeo Napoli. Sampling Representation Contexts with Attribute Exploration. ICFCA 2019 - 15th International Conference on Formal Concept Analysis, Jun 2019, Frankfurt, Germany. pp.307-314, ⟨10.1007/978-3-030-21462-3_20⟩. ⟨hal-02195498⟩

Aimene Belfodil, Adnene Belfodil, Mehdi Kaytoue. Anytime Subgroup Discovery in Numerical Domains with Guarantees. Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Sep 2018, Dublin, Ireland. pp.500-516. ⟨hal-02117627⟩

Victor Codocedo, Jaume Baixeries, Mehdi Kaytoue, Amedeo Napoli. Characterizing Covers of Functional Dependencies using FCA. CLA 2018 - The 14th International Conference on Concept Lattices and Their Applications, Jun 2018, Olomouc, Czech Republic. pp.279-290. ⟨hal-01856516⟩

Aimene Belfodil, Sergei Kuznetsov, Mehdi Kaytoue. Pattern Setups and Their Completions. The 14th International Conference on Concept Lattices and Their Applications (CLA 2018), Jun 2018, Olomouc, Czech Republic. pp.243-253. ⟨hal-01818740⟩

Victor Codocedo, Guillaume Bosc, Mehdi Kaytoue, Jean-François Boulicaut, Amedeo Napoli. A Proposition for Sequence Mining Using Pattern Structures. ICFCA 2017 - 14th International Conference on Formal Concept Analysis, Peggy Cellier and Sébastien Ferré, Jun 2017, Rennes, France. pp.106-121, ⟨10.1007/978-3-319-59271-8_7⟩. ⟨hal-01549107⟩

Quentin Labernia, Victor Codocedo, Céline Robardet, Mehdi Kaytoue. Mining the Lattice of Binary Classifiers for Identifying Duplicate Labels in Behavioral Data. 30th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, Jun 2017, Arras, France. pp.40-21, ⟨10.1007/978-3-319-60045-1_2⟩. ⟨hal-01551395⟩

Aimene Belfodil, Sergei Kuznetsov, Céline Robardet, Mehdi Kaytoue. Mining Convex Polygon Patterns with Formal Concept Analysis. The Twenty-Sixth International Joint Conference on Artificial Intelligence (IJCAI), Aug 2017, Melbourne, Australia. pp.1425 - 1432, ⟨10.24963/ijcai.2017/197⟩. ⟨hal-01573841⟩

Guillaume Bosc, Jean-François Boulicaut, Chedy Raïssi, Mehdi Kaytoue. Découverte de sous-groupes avec les arbres de recherche de Monte Carlo. Extraction et Gestion de Connaissances EGC 2017, Jan 2017, Grenoble, France. ⟨hal-01433054⟩

Guillaume Bosc, Marc Plantevit, Jean-François Boulicaut, Moustafa Bensafi, Mehdi Kaytoue. h(odor): Interactive Discovery of Hypotheses on the Structure-Odor Relationship in Neuroscience. ECML/PKDD 2016 (Demo), Sep 2016, Riva del Garda, Italy. pp.17--21. ⟨hal-01346679⟩

Aimene Belfodil, Mehdi Kaytoue, Céline Robardet, Marc Plantevit, Julien Zarka. Une méthode de découverte de motifs contextualisés dans les traces de mobilité d'une personne. 16ème Journées Francophones Extraction et Gestion des Connaissances, Jan 2016, Reims, France. pp.63-68. ⟨hal-01265204⟩

Guillaume Bosc, Jérôme Golebiowski, Moustafa Bensafi, Céline Robardet, Marc Plantevit, et al.. Local subgroup discovery for eliciting and understanding new structure-odor relationships. Discovery Science: 19th International Conference, DS 2016, Oct 2016, Bari, Italy. pp.19-34, ⟨10.1007/978-3-319-46307-0_2⟩. ⟨hal-01346660⟩

Olivier Cavadenti, Victor Codocedo, Jean-François Boulicaut, Mehdi Kaytoue. What did I do Wrong in my MOBA Game?: Mining Patterns Discriminating Deviant Behaviours. International Conference on Data Science and Advanced Analytics, Oct 2016, Montréal, Canada. ⟨hal-01388321⟩

Quentin Labernia, Victor Codocedo, Mehdi Kaytoue, Céline Robardet. Découverte de labels dupliqués par l'exploration du treillis des classifieurs binaires. 16 ème journées Francophones Extraction et Gestion des Connaissances, Jan 2016, Reims, France. pp.255--266. ⟨hal-01265202⟩

Olivier Cavadenti, Victor Codocedo, Mehdi Kaytoue, Jean-François Boulicaut. Découverte de motifs intelligibles et caractéristiques d'anomalies dans les traces unitaires. 16ème Conférence Internationale Francophone sur l'Extraction et la Gestion des Connaissances, Jan 2016, Reims, France. ⟨hal-01265254⟩

Victor Codocedo, Jaume Baixeries, Mehdi Kaytoue, Amedeo Napoli. Characterization of Order-like Dependencies with Formal Concept Analysis. Thirteenth International Conference on Concept Lattices and Their Applications (CLA 2016), Jul 2016, Moscou, Russia. pp.123-134. ⟨hal-01348496⟩

Victor Codocedo, Jaume Baixeries, Mehdi Kaytoue, Amedeo Napoli. Contributions to the Formalization of Order-like Dependencies using FCA. What can FCA do for Artificial Intelligence?, Aug 2016, The Hague, Netherlands. ⟨hal-01420630⟩

Leon Gaillard, Guillaume Ruedin, Stéphanie Giroux-Julien, Marc Plantevit, Mehdi Kaytoue, et al.. Fouille de données pour l’analyse du comportement complexe de systèmes photovoltaïque-thermiques en vrai grandeur et in situ intégrés aux bâtiments. Congrès français de thermique, la thermique de l'habitat et de la ville, May 2015, La Rochelle, France. ⟨hal-01478948⟩

Albrecht Zimmermann, Mehdi Kaytoue, Marc Plantevit, Céline Robardet, Jean-François Boulicaut. Profiling users of the Vélo 'v bike sharing system. 2nd International Workshop on Mining Urban Data (MUD), Ioannis Katakis, François Schnitzler, Thomas Liebig, Dimitrios Gunopulos, Katharina Morik,Gennady L. Andrienko, Shie Mannor, Jul 2015, Lille, France. pp.63-64. ⟨hal-01193017⟩

Houdyer Pierre, Albrecht Zimmermann, Mehdi Kaytoue, Marc Plantevit, Joseph Mitchell, et al.. Gazouille: Detecting and Illustrating Local Events from Geolocalized Social Media Streams. European Conference on Machine Learning and Knowledge Discovery in Databases, 2015, Porto, Portugal. pp.276-280, ⟨10.1007/978-3-319-23461-8_29⟩. ⟨hal-01193030⟩

Leon Gaillard, Guillaume Ruedin, Stéphanie Giroux-Julien, Marc Plantevit, Mehdi Kaytoue, et al.. Data-driven performance evaluation of ventilated photovoltaic double-skin facades in the built environment. 6th International Building Physics Conference, Jun 2015, Turin, Italy. pp.447-452, ⟨10.1016/j.egypro.2015.11.694⟩. ⟨hal-01272611⟩

Léon Gaillard, Guillaume Ruedin, Stéphanie Giroux-Julien, Marc Plantevit, Mehdi Kaytoue, et al.. Evaluation des performances réelles de double‑peaux PV ventilées en milieu urbain suivant une approche orientée données,. XIIe Colloque Inter-Universitaire Franco-Québécois, Jun 2015, Sherbrooke, Canada. pp.01-09. ⟨hal-01478901⟩

Léon Gaillard, Guillaume Ruedin, Stéphanie Giroux-Julien, Marc Plantevit, Mehdi Kaytoue, et al.. Évaluation des performances réelles de double-peaux PV ventilées en milieu urbain suivant une approche orientée données. 2e journées nationales de l’énergie solaire - JNES 2015, Jul 2015, Perpignan, France. ⟨hal-01479040⟩

Guillaume Bosc, Mehdi Kaytoue, Marc Plantevit, Fabien de Marchi, Moustafa Bensafi, et al.. Vers la découverte de modèles exceptionnels locaux : des règles descriptives liant les molécules à leurs odeurs. 15e Journées Internationales Francophones Extraction et Gestion des Connaissances (EGC 2015), Jan 2015, Luxembourg, Luxembourg. pp.305-316. ⟨hal-01346739⟩

Mehdi Kaytoue, Victor Codocedo, Aleksey Buzmakov, Jaume Baixeries, Sergei O. Kuznetsov, et al.. Pattern Structures and Concept Lattices for Data Mining and Knowledge Processing. Machine Learning and Knowledge Discovery in Databases - European Conference, ECMLPKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings., 2015, Porto, Portugal. pp.227-231, ⟨10.1007/978-3-319-23461-8_19⟩. ⟨hal-01188637⟩

Olivier Cavadenti, Victor Codocedo, Jean-François Boulicaut, Mehdi Kaytoue. When cyberathletes conceal their game: Clustering confusion matrices to identify avatar aliases. IEEE International Conference on Data Science and Advanced Analytics, Oct 2015, Paris, France. ⟨10.1109/DSAA.2015.7344824⟩. ⟨hal-01243504⟩

Mehdi Kaytoue, Yoann Pitarch, Marc Plantevit, Céline Robardet. Triggering Patterns of Topology Changes in Dynamic Graphs. The 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Aug 2014, Beijing, China, China. pp.55:1--55:17, ⟨10.1109/ASONAM.2014.6921577⟩. ⟨hal-01301075⟩

Guillaume Bosc, Mehdi Kaytoue, Chedy Raïssi, Jean-François Boulicaut, Philip Tan. Mining Balanced Sequential Patterns in RTS Games 1. ECAI 2014 - 21st European Conference on Artificial Intelligence, Aug 2014, Prague, Czech Republic. ⟨10.3233/978-1-61499-419-0-975⟩. ⟨hal-01100933⟩

Guillaume Bosc, Mehdi Kaytoue, Chedy Raïssi, Jean-François Boulicaut. Fouille de motifs séquentiels pour l'élicitation de stratégies à partir de traces d'interactions entre agents en compétition. Extraction et Gestion de Connaissances EGC 2014, Jan 2014, Rennes, France. pp.359-370. ⟨hal-01270794⟩

Jaume Baixeries, Mehdi Kaytoue, Amedeo Napoli. Characterization of Database Dependencies with FCA and Pattern Structures. Third International Conference, Analysis of Images, Social Networks and Texts (AIST 2014), 2014, Yekaterinburg, Russia. pp.3 - 14, ⟨10.1007/978-3-319-12580-0_1⟩. ⟨hal-01101147⟩

Mehdi Kaytoue, Victor Codocedo, Jaume Baixeries, Amedeo Napoli. Three Related FCA Methods for Mining Biclusters of Similar Values on Columns. Proceedings of the Eleventh International Conference on Concept Lattices and Their Applications, Kosice, Slovakia, October 7-10, 2014, Oct 2014, Kosice, Slovakia. ⟨hal-01095877⟩

Cécile Low-Kam, Chedy Raïssi, Mehdi Kaytoue, Jian Pei. Mining Statistically Significant Sequential Patterns. IEEE International Conference on Data Mining, Dec 2013, Dallas, United States. ⟨hal-00922255⟩

Jaume Baixeries, Mehdi Kaytoue, Amedeo Napoli. Computing Similarity Dependencies with Pattern Structures. The Tenth International Conference on Concept Lattices and their Applications - CLA 2013,, Karell Bertet, 2013, La Rochelle, France, France. pp.33-44. ⟨hal-00922592⟩

Adrien Coulet, Florent Domenach, Mehdi Kaytoue, Amedeo Napoli. Using Pattern Structures for Analyzing Ontology-Based Annotations of Biomedical Data. International Conference on Formal Concept Analysis, May 2013, Dresden, Germany. ⟨hal-00880643⟩

Adrien Coulet, Florent Domenach, Mehdi Kaytoue, Amedeo Napoli. Using pattern structures for analyzing ontology-based annotations of biomedical data. Septièmes Journées d'Intelligence Artificielle Fondamentale, Jun 2013, Aix-en-Provence, France. pp.97--106. ⟨hal-00922392⟩

Mehdi Kaytoue, Arlei Silva, Loïc Cerf, Wagner Meira, Chedy Raïssi. Watch me playing, I am a professional: a first study on video game live streaming. MSND@WWW - International Workshop on Mining Social Network Dynamics - 2012 (in conjunction with WWW - World Wild Web - 2012), May 2012, Lyon, France. pp.1181-1188, ⟨10.1145/2187980.2188259⟩. ⟨hal-00697150⟩

Jaume Baixeries, Mehdi Kaytoue, Amedeo Napoli. Computing Functional Dependencies with Pattern Structures. The 9th International Conference on Concept Lattices and Their Applications - CLA 2012, Oct 2012, Malaga, Spain. ⟨hal-00763748⟩

Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli. Revisiting Numerical Pattern Mining with Formal Concept Analysis. Twenty second International Joint Conference on Artificial Intelligence - IJCAI 2011, Jul 2011, Barcelona, Spain. ⟨inria-00584371⟩

Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli. Biclustering Numerical Data in Formal Concept Analysis. 9th International Conference on Formal Concept Analysis - ICFCA 2011, May 2011, Nicosia, Cyprus. pp.135-150, ⟨10.1007/978-3-642-20514-9⟩. ⟨inria-00600203⟩

Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli. Revisiting Numerical Pattern Mining with Formal Concept Analysis. JIAF - Cinquièmes Journées de l'Intelligence Artificielle Fondamentale - 2011, Jun 2011, Lyon, France. ⟨inria-00600222⟩

Zainab Assaghir, Amedeo Napoli, Mehdi Kaytoue, Didier Dubois, Henri Prade. Numerical information fusion: Lattice of answers with supporting arguments. 23rd IEEE International Conference on Tools with Artificial Intelligence - ICTAI 2011, Nov 2011, Boca-Raton, United States. pp.621-628. ⟨hal-00646484⟩

Zainab Assaghir, Mehdi Kaytoue, Wagner Meira, Jean Villerd. Extracting Decision Trees from Interval Pattern Concept Lattices. The Eighth International Conference on Concept Lattices and their Applications - CLA 2011, INRIA Nancy Grand Est - LORIA, Oct 2011, Nancy, France. ⟨hal-00640938⟩

Mehdi Kaytoue, Sergei O. Kuznetsov, Juraj Macko, Wagner Meira, Amedeo Napoli. Mining Biclusters of Similar Values with Triadic Concept Analysis. The Eighth International Conference on Concept Lattices and their Applications - CLA 2011, INRIA Nancy Grand Est - LORIA, Oct 2011, Nancy, France. ⟨hal-00640873⟩

Prakhar Agarwal, Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli, Géraldine Polaillon. Symbolic Galois Lattices with Pattern Structures. Thirteenth International Conference on Rough Sets, Fuzzy Sets and Granular Computing - RSFDGrC-2011, Jun 2011, Moscou, Russia. pp.191-198, ⟨10.1007/978-3-642-21881-1_31⟩. ⟨hal-00631473⟩

Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli, Géraldine Polaillon. Symbolic Data Analysis and Formal Concept Analysis. XVIIIeme Rencontres de la Société Francophone de Classification - SFC 2011, MAPMO - LIFO Orléans, Sep 2011, Orléans, France. ⟨hal-00646457⟩

Mehdi Kaytoue, Zainab Assaghir, Sergei O. Kuznetsov, Amedeo Napoli. Embedding tolerance relations in formal concept analysis: an application in information fusion. ACM Conference on Information and Knowledge Management, Oct 2010, Toronto, Canada. pp.1689-1692. ⟨inria-00600205⟩

Zainab Assaghir, Mehdi Kaytoue, Henri Prade. A Possibility Theory-Oriented Discussion of Conceptual Pattern Structures. Scalable Uncertainty Management, Sep 2010, Toulouse, France. pp.70-83. ⟨inria-00600208⟩

Mehdi Kaytoue, Zainab Assaghir, Nizar Messai, Amedeo Napoli. Classification de données numériques par treillis de concepts basée sur une similarité symbolique/numérique. Société Francophone de Classification - SFC 2010, 2010, Saint-Denis de la Réunion, France. pp.99-102. ⟨inria-00600226⟩

Mehdi Kaytoue, Zainab Assaghir, Nizar Messai, Amedeo Napoli. Two Complementary Classification Methods for Designing a Concept Lattice from Interval Data.. Foundations of Information and Knowledge Systems, 6th International Symposium, Feb 2010, Sofia, Bulgaria. pp.345-362, ⟨10.1007/978-3-642-11829-6_22⟩. ⟨inria-00600213⟩

Zainab Assaghir, Mehdi Kaytoue, Amedeo Napoli, Henri Prade. Managing Information Fusion with Formal Concept Analysis. Modeling Decisions for Artificial Intelligence - 7th International Conference, Oct 2010, Perpignan, France. pp.104-115, ⟨10.1007/978-3-642-16292-3⟩. ⟨inria-00600215⟩

Mehdi Kaytoue, Zainab Assaghir, Nizar Messai, Amedeo Napoli. Complémentarité de deux méthodes de classification pour la construction de treillis de concepts à partir de données numériques. 17ème conférence en Reconnaissance des Formes et Intelligence Artificielle, 2010, Caen, France. ⟨inria-00600218⟩

Baptiste Ducatel, Mehdi Kaytoue, Florent Marcuola, Amedeo Napoli, Laszlo Szathmary. Coron : Plate-forme d'extraction de connaissances dans les bases de données. 17ème conférence en Reconnaissance des Formes et Intelligence Artificielle - RFIA 2010, Jan 2010, Caen, France. pp.883-884. ⟨inria-00600230⟩

Zainab Assaghir, Mehdi Kaytoue, Amedeo Napoli, Henri Prade. Organisation de la fusion d'information avec l'analyse formelle de concepts. Journées Nationales de l'Intelligence Artificielle Fondamentale, Jun 2010, Strasbourg, France. ⟨inria-00600220⟩

Zainab Assaghir, Mehdi Kaytoue, Amedeo Napoli, Henri Prade. Organisation de la fusion d'information avec l'analyse formelle de concepts. Rencontres francophones sur la Logique Floue et ses Applications - LFA 2010, Enssat, Nov 2010, Lannion, France. ⟨inria-00610749⟩

Mehdi Kaytoue, Florent Marcuola, Amedeo Napoli, Laszlo Szathmary, Jean Villerd. The Coron System. 8th International Conference on Formal Concept Analsis - ICFCA 2010, Mar 2010, Agadir, Morocco. pp.55--58. ⟨inria-00600232⟩

Zainab Assaghir, Mehdi Kaytoue, Nizar Messai, Amedeo Napoli. On the mining of numerical data with Formal Concept Analysis and similarity. Société Francophone de Classification, 2009, Grenoble, France. ⟨inria-00600225⟩

Mehdi Kaytoue, Amedeo Napoli. Classification de données numériques par treillis de concepts et structures de patrons. Journées Nationales de l'Intelligence Artificielle Fondamentale, Oct 2009, Marseille, France. ⟨inria-00600219⟩

Sébastien Duplessis, Mehdi Kaytoue, Amedeo Napoli. L’analyse formelle de concepts pour l’extraction de connaissances dans les données d’expression de gènes. Extraction et gestion des connaissances (EGC’2009), Jan 2009, Strasbourg, France. pp.439-440. ⟨hal-02756939⟩

Mehdi Kaytoue, Sébastien Duplessis, Amedeo Napoli. L'analyse formelle de concepts pour l'extraction de connaissances dans les données d'expression de gènes. Extraction et gestion des connaissances, Jan 2009, Strasbourg, France. pp.439-440. ⟨inria-00600217⟩

Mehdi Kaytoue, Sébastien Duplessis, Sergei O. Kuznetsov, Amedeo Napoli. Two FCA-Based Methods for Mining Gene Expression Data. Formal Concept Analysis, 7th International Conference, ICFCA 2009, Apr 2009, Darmstadt, Germany. pp.251-266, ⟨10.1007/978-3-642-01815-2_19⟩. ⟨inria-00600200⟩

Mehdi Kaytoue, Sébastien Duplessis, Amedeo Napoli. Toward the discovery of itemsets with significant variations in gene expression matrices. First joint meeting of the Société Francophone de Classification and the Classification and Data Analysis Group of the Italian Statistical Society - SFC - CLADAG 2008, Jun 2008, Caserta, Italy. ⟨inria-00600224⟩

Mehdi Kaytoue, Sébastien Duplessis, Amedeo Napoli. Using Formal Concept Analysis for the Extraction of Groups of Co-expressed Genes. Modelling, Computation and Optimization in Information Systems and Management Sciences, Sep 2008, Metz, France. pp.439-449, ⟨10.1007/978-3-540-87477-5_47⟩. ⟨inria-00600212⟩

Sébastien Ferré, Marianne Huchard, Mehdi Kaytoue, Sergei Kuznetsov, Amedeo Napoli. Formal Concept Analysis: From Knowledge Discovery to Knowledge Processing. Pierre Marquis; Odile Papini; Henri Prade. A Guided Tour of Artificial Intelligence Research, 2, Springer International Publishing, pp.411-445, 2020, AI Algorithms, 978-3-030-06167-8. ⟨10.1007/978-3-030-06167-8_13⟩. ⟨hal-03085699⟩

Mehdi Kaytoue, Sébastien Duplessis, Amedeo Napoli. Toward the Discovery of Itemsets with Significant Variations in Gene Expression Matrices. Fichet, Bernard and Piccolo, Domenico and Verde, Rosanna and Vichi, Maurizio. Classification and Multivariate Analysis for Complex Data Structures, Springer Berlin Heidelberg, pp.463--471, 2011, Studies in Classification, Data Analysis, and Knowledge Organization, 978-3-642-13312-1. ⟨10.1007/978-3-642-13312-1_49⟩. ⟨inria-00600233⟩

Cynthia Vera Glodeanu, Mehdi Kaytoue, Christian Sacarea. Formal Concept Analysis - Proceedings of the 12th International Conference (ICFCA 2014). Formal Concept Analysis, 12th International Conference, ICFCA 2014, Cluj-Napoca, Romania, June 10-13, Springer, pp.296, 2014, 978-3-319-07247-0. ⟨10.1007/978-3-319-07248-7⟩. ⟨hal-01314560⟩

Olivier Cavadenti, Victor Codocedo, Jean-François Boulicaut, Mehdi Kaytoue. Identifying Avatar Aliases in Starcraft 2. 2015. ⟨hal-01180151v2⟩

Aimene Belfodil, Sergei Kuznetsov, Mehdi Kaytoue. On Pattern Setups and Pattern Multistructures. 2019. ⟨hal-02147757⟩

Guillaume Bosc, Jean-François Boulicaut, Chedy Raïssi, Mehdi Kaytoue. Anytime Discovery of a Diverse Set of Patterns with Monte Carlo Tree Search. 2016. ⟨hal-01418663⟩

Aimene Belfodil, Adnene Belfodil, Mehdi Kaytoue. Anytime Subgroup Discovery in Numerical Domains with Guarantees - Technical Report. [Technical Report] LIRIS UMR 5205 CNRS/INSA de Lyon/Université Claude Bernard Lyon 1/Université Lumière Lyon 2/École Centrale de Lyon. 2019. ⟨hal-01874949⟩

Mehdi Kaytoue, Sergei O. Kuznetsov, Zainab Assaghir, Amedeo Napoli. Embedding Tolerance Relations in Concept Lattices - An application in Information Fusion. [Research Report] RR-7353, INRIA. 2010, pp.23. ⟨inria-00508462⟩

Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli. Pattern Mining in Numerical Data: Extracting Closed Patterns and their Generators. [Research Report] RR-7416, INRIA. 2010, pp.25. ⟨inria-00526662⟩

Mehdi Kaytoue. Mining numerical data with formal concept analysis and pattern structures. Computer Science [cs]. Université Henri Poincaré - Nancy 1, 2011. English. ⟨NNT : 2011NAN10015⟩. ⟨tel-01746156v2⟩

Mehdi Kaytoue. Contributions to Pattern Discovery and Formal Concept Analysis. Artificial Intelligence [cs.AI]. INSA LYON; Université Claude Bernard Lyon 1, 2020. ⟨tel-02495263⟩