Mehdi Kaytoue
Associate Professor (HDR)
Out of LIRIS nowdays (en disponibilité)
Team(s) | DM2L |
Institution | Institut National des Sciences Appliquées de Lyon |
Location | Blaise Pascal (INSA) |
mehdi.kaytoue at liris.cnrs.fr | |
Professional phone number | |
Personal page |
Publications (IdHAL : mehdi-kaytoue)
Publications LIRIS pour Mehdi Kaytoue (62)
- 2024 (1)
- Conferences (1)
- International conferences with peer review (1)
- Anes Bendimerad, Romain Mathonat, Youcef Remil & Mehdi Kaytoue (2024). "Exploiting Formal Concept Analysis for Data Modeling in Data Lakes". 1st International Joint Conference on Conceptual Knowledge Structures (CONCEPTS 2024), 13 septembre 2024, Cadix (Spain), pp. 270-285. doi : 10.1007/978-3-031-67868-4_18. HAL : hal-04670148. .
- 2023 (1)
- Conferences (1)
- International conferences with peer review (1)
- Anes Bendimerad, Youcef Remil, Romain Mathonat & Mehdi Kaytoue (2023). "On-Premise AIOps Infrastructure for a Software Editor SME: An Experience Report". ESEC/FSE 2023, 9 décembre 2023, San Francisco (California) (United States of America). doi : 10.1145/3611643.3613876. ArXiv : 2308.11225. HAL : hal-04186001. .
- 2022 (1)
- Conferences (1)
- National conferences with peer review (1)
- Youcef Remil, Anes Bendimerad, Marc Plantevit, Céline Robardet & Mehdi Kaytoue (2022). "Découverte de sous-groupes de prédictions interprétables pour le triage d'incidents". Extraction et Gestion des Connaissances (EGC'2022), 24 janvier 2022, Blois (France). HAL : hal-03627854. .
- 2021 (2)
- Conferences (2)
- International conferences with peer review (2)
- Youcef Remil, Anes Bendimerad, Romain Mathonat, Philippe Chaleat & Mehdi Kaytoue (2021). "What makes my queries slow?": Subgroup Discovery for SQL Workload Analysis"". 36th IEEE/ACM International Conference on Automated Software Engineering, ASE 2021, 19 novembre 2021, Melbourne (Australia), pp. 642-652. doi : 10.1109/ASE51524.2021.9678915. ArXiv : 2108.03906. HAL : hal-03318172. .
- Romain Mathonat, Diana Nurbakova, Jean-François Boulicaut & Mehdi Kaytoue (2021). "Anytime Subgroup Discovery in High Dimensional Numerical Data". IEEE International Conference on Data Science and Advanced Analytics (DSAA), 6 octobre 2021, Porto (Portugal). doi : 10.1109/DSAA53316.2021.9564223. HAL : hal-03318017. .
- 2020 (4)
- Journals (1)
- International journals with peer review (1)
- Romain Mathonat, Diana Nurbakova, Jean-François Boulicaut & Mehdi Kaytoue (2020). "Anytime mining of sequential discriminative patterns in labeled sequences". Knowledge and Information Systems (KAIS), pp. 439-476. doi : 10.1007/s10115-020-01523-7. HAL : hal-03000696. .
- Conferences (1)
- International conferences with peer review (1)
- Romain Mathonat, Jean-François Boulicaut & Mehdi Kaytoue (2020). "A Behavioral Pattern Mining Approach to Model Player Skills in Rocket League". IEEE Conference on Games 2020, 24 août 2020, Online (Japan), pp. 267-274. doi : 10.1109/CoG47356.2020.9231739. HAL : hal-02921566. .
- HDR, thesis (1)
- HDR (1)
- Mehdi Kaytoue (2020). "Contributions to Pattern Discovery and Formal Concept Analysis". HAL : tel-02495263. .
- Book edition (books, chapters, seminars, congress, special numbers) (1)
- Sébastien Ferré, Marianne Huchard, Mehdi Kaytoue, Sergei Kuznetsov & Amedeo Napoli (2020). "Formal Concept Analysis: From Knowledge Discovery to Knowledge Processing". A Guided Tour of Artificial Intelligence Research, Pierre Marquis, Odile Papini, Henri Prade, Springer International Publishing, pp. 411-445. doi : 10.1007/978-3-030-06167-8_13. HAL : hal-03085699.
- 2019 (9)
- Journals (1)
- International journals with peer review (1)
- Carmen Licón, Guillaume Bosc, Mohammed Sabri, Marylou Mantel, Arnaud Fournel, Caroline Bushdid, Jérôme Golebiowski, Céline Robardet, Marc Plantevit et al. (2019). "Chemical features mining provides new descriptive structure-odor relationships". PLoS Computational Biology, vol. 15, #4, e1006945. doi : 10.1371/journal.pcbi.1006945. HAL : hal-02343686.
- Conferences (6)
- International conferences with peer review (5)
- Aimene Belfodil, Adnene Belfodil & Mehdi Kaytoue (2019). "Mining Formal Concepts using Implications between Items". International Conference on Formal Concept Analysis (ICFCA 2019), Frankfurt (Germany). doi : 10.1007/978-3-030-21462-3_12. HAL : hal-02080577. .
- Nyoman Juniarta, Victor Codocedo, Miguel Couceiro, Mehdi Kaytoue & Amedeo Napoli (2019). "Pattern Structures for Identifying Biclusters with Coherent Sign Changes". ICFCA 2019 - 15th International Conference on Formal Concept Analysis, 28 juin 2019, Frankfurt (Germany), pp. 1-13. HAL : hal-02166713. .
- Victor Codocedo, Jaume Baixeries, Mehdi Kaytoue & Amedeo Napoli (2019). "Sampling Representation Contexts with Attribute Exploration". ICFCA 2019 - 15th International Conference on Formal Concept Analysis, 28 juin 2019, Frankfurt (Germany), pp. 307-314. doi : 10.1007/978-3-030-21462-3_20. HAL : hal-02195498. .
- Adnene Belfodil, Aimene Belfodil, Anes Bendimerad, Philippe Lamarre, Céline Robardet, Mehdi Kaytoue & Marc Plantevit (2019). "FSSD - A Fast and Efficient Algorithm for Subgroup Set Discovery". IEEE International Conference on Data Science and Advanced Analytics (DSAA), 5 octobre 2019, Washington DC (United States of America). doi : 10.1109/DSAA.2019.00023. HAL : hal-02355503. .
- Romain Mathonat, Diana Nurbakova, Jean-François Boulicaut & Mehdi Kaytoue (2019). "SeqScout: Using a Bandit Model to Discover Interesting Subgroups in Labeled Sequences". IEEE International Conference on Data Science and Advanced Analytics (DSAA), 5 octobre 2019, Washington (United States of America), pp. 81-90. doi : 10.1109/DSAA.2019.00022. HAL : hal-02282082. .
- National conferences with peer review (1)
- Romain Mathonat, Jean-François Boulicaut & Mehdi Kaytoue (2019). "Découverte de sous-groupes à partir de données séquentielles par échantillonnage et optimisation locale". Extraction et Gestion des Connaissances, 25 janvier 2019, Metz (France), pp. 153-164. HAL : hal-02278857. .
- Reports (1)
- Research reports/tecnical reports (1)
- Aimene Belfodil, Adnene Belfodil & Mehdi Kaytoue (2019). "Anytime Subgroup Discovery in Numerical Domains with Guarantees - Technical Report". Technical report. HAL : hal-01874949. .
- Others (1)
- Aimene Belfodil, Sergei Kuznetsov & Mehdi Kaytoue (2019). "On Pattern Setups and Pattern Multistructures". ArXiv : 1906.02963. HAL : hal-02147757. .
- 2018 (5)
- Journals (2)
- International journals with peer review (2)
- Guillaume Bosc, Jean-François Boulicaut, Chedy Raïssi & Mehdi Kaytoue (2018). "Anytime Discovery of a Diverse Set of Patterns with Monte Carlo Tree Search". Data Mining and Knowledge Discovery, vol. 32, #3, pp. 604-650. doi : 10.1007/s10618-017-0547-5. HAL : hal-01662857. .
- Jaume Baixeries, Victor Codocedo, Mehdi Kaytoue & Amedeo Napoli (2018). "Characterizing Approximate-Matching Dependencies in Formal Concept Analysis with Pattern Structures". Discrete Applied Mathematics, vol. 249, pp. 18-27. doi : 10.1016/j.dam.2018.03.073. HAL : hal-01673441. .
- Conferences (3)
- International conferences with peer review (3)
- Aimene Belfodil, Sergei Kuznetsov & Mehdi Kaytoue (2018). "Pattern Setups and Their Completions". The 14th International Conference on Concept Lattices and Their Applications (CLA 2018), 14 juin 2018, Olomouc (Czech Republic), pp. 243-253. HAL : hal-01818740. .
- Victor Codocedo, Jaume Baixeries, Mehdi Kaytoue & Amedeo Napoli (2018). "Characterizing Covers of Functional Dependencies using FCA". CLA 2018 - The 14th International Conference on Concept Lattices and Their Applications, 14 juin 2018, Olomouc (Czech Republic), pp. 279-290. HAL : hal-01856516. .
- Aimene Belfodil, Adnene Belfodil & Mehdi Kaytoue (2018). "Anytime Subgroup Discovery in Numerical Domains with Guarantees". Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, 10 septembre 2018, Dublin (Ireland), pp. 500-516. doi : 10.1007/978-3-030-10928-8_30. HAL : hal-02117627. .
- 2017 (6)
- Journals (2)
- International journals with peer review (2)
- Mehdi Kaytoue, Marc Plantevit, Albrecht Zimmermann, Anes Bendimerad & Céline Robardet (2017). "Exceptional contextual subgraph mining". Machine Learning, vol. 106, #08, pp. 1171-1211. doi : 10.1007/s10994-016-5598-0. HAL : hal-01488732. .
- Guillaume Bosc, Philip Tan, Jean-François Boulicaut, Chedy Raïssi & Mehdi Kaytoue (2017). "A Pattern Mining Approach to Study Strategy Balance in RTS Games". IEEE Transactions on Computational Intelligence and AI in games, vol. 9, #2, pp. 123-132. doi : 10.1109/TCIAIG.2015.2511819. HAL : hal-01252728. .
- Conferences (4)
- International conferences with peer review (3)
- Victor Codocedo, Guillaume Bosc, Mehdi Kaytoue, Jean-François Boulicaut & Amedeo Napoli (2017). "A Proposition for Sequence Mining Using Pattern Structures". ICFCA 2017 - 14th International Conference on Formal Concept Analysis, 16 juin 2017, Rennes (France), pp. 106-121. doi : 10.1007/978-3-319-59271-8_7. HAL : hal-01549107. .
- Quentin Labernia, Victor Codocedo, Céline Robardet & Mehdi Kaytoue (2017). "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, 30 juin 2017, Arras (France), pp. 40-21. doi : 10.1007/978-3-319-60045-1_2. HAL : hal-01551395. .
- Aimene Belfodil, Sergei Kuznetsov, Céline Robardet & Mehdi Kaytoue (2017). "Mining Convex Polygon Patterns with Formal Concept Analysis". The Twenty-Sixth International Joint Conference on Artificial Intelligence (IJCAI), 25 août 2017, Melbourne (Australia), pp. 1425-1432. doi : 10.24963/ijcai.2017/197. HAL : hal-01573841. .
- National conferences with peer review (1)
- Guillaume Bosc, Jean-François Boulicaut, Chedy Raïssi & Mehdi Kaytoue (2017). "Découverte de sous-groupes avec les arbres de recherche de Monte Carlo". Extraction et Gestion de Connaissances EGC 2017, 27 janvier 2017, Grenoble (France). HAL : hal-01433054. .
- 2016 (9)
- Conferences (8)
- International conferences with peer review (5)
- Victor Codocedo, Jaume Baixeries, Mehdi Kaytoue & Amedeo Napoli (2016). "Contributions to the Formalization of Order-like Dependencies using FCA". What can FCA do for Artificial Intelligence?, 20 août 2016, The Hague (Netherlands). HAL : hal-01420630. .
- Guillaume Bosc, Marc Plantevit, Jean-François Boulicaut, Moustafa Bensafi & Mehdi Kaytoue (2016). "h(odor): Interactive Discovery of Hypotheses on the Structure-Odor Relationship in Neuroscience". ECML/PKDD 2016 (Demo), 23 septembre 2016, Riva del Garda (Italy), pp. 17-21. HAL : hal-01346679. .
- Guillaume Bosc, Jérôme Golebiowski, Moustafa Bensafi, Céline Robardet, Marc Plantevit, Jean-François Boulicaut & Mehdi Kaytoue (2016). "Local subgroup discovery for eliciting and understanding new structure-odor relationships". Discovery Science: 19th International Conference, DS 2016, 21 octobre 2016, Bari (Italy), pp. 19-34. doi : 10.1007/978-3-319-46307-0_2. HAL : hal-01346660. .
- Victor Codocedo, Jaume Baixeries, Mehdi Kaytoue & Amedeo Napoli (2016). "Characterization of Order-like Dependencies with Formal Concept Analysis". Thirteenth International Conference on Concept Lattices and Their Applications (CLA 2016), 22 juillet 2016, Moscou (Russian Federation), pp. 123-134. HAL : hal-01348496. .
- Olivier Cavadenti, Victor Codocedo, Jean-François Boulicaut & Mehdi Kaytoue (2016). "What did I do Wrong in my MOBA Game?: Mining Patterns Discriminating Deviant Behaviours". International Conference on Data Science and Advanced Analytics, 19 octobre 2016, Montréal (Canada). HAL : hal-01388321. .
- National conferences with peer review (3)
- Olivier Cavadenti, Victor Codocedo, Mehdi Kaytoue & Jean-François Boulicaut (2016). "Découverte de motifs intelligibles et caractéristiques d'anomalies dans les traces unitaires". 16ème Conférence Internationale Francophone sur l'Extraction et la Gestion des Connaissances, 22 janvier 2016, Reims (France). HAL : hal-01265254. .
- Quentin Labernia, Victor Codocedo, Mehdi Kaytoue & Céline Robardet (2016). "Découverte de labels dupliqués par l'exploration du treillis des classifieurs binaires". 16 ème journées Francophones Extraction et Gestion des Connaissances, 22 janvier 2016, Reims (France), pp. 255-266. HAL : hal-01265202. .
- Aimene Belfodil, Mehdi Kaytoue, Céline Robardet, Marc Plantevit & Julien Zarka (2016). "Une méthode de découverte de motifs contextualisés dans les traces de mobilité d'une personne". 16ème Journées Francophones Extraction et Gestion des Connaissances, 22 janvier 2016, Reims (France), pp. 63-68. HAL : hal-01265204. .
- Others (1)
- Guillaume Bosc, Jean-François Boulicaut, Chedy Raïssi & Mehdi Kaytoue (2016). "Anytime Discovery of a Diverse Set of Patterns with Monte Carlo Tree Search". ArXiv : 1609.08827v2. HAL : hal-01418663.
- 2015 (11)
- Journals (1)
- International journals with peer review (1)
- Mehdi Kaytoue, Yoann Pitarch, Marc Plantevit & Céline Robardet (2015). "What effects topological changes in dynamic graphs?". Social Network Analysis and Mining, vol. 5, #55, 55:1-55:17. doi : 10.1007/s13278-015-0294-9. HAL : hal-01221698. .
- Conferences (9)
- International conferences with peer review (5)
- Houdyer Pierre, Albrecht Zimmermann, Mehdi Kaytoue, Marc Plantevit, Joseph Mitchell & Céline Robardet (2015). "Gazouille: Detecting and Illustrating Local Events from Geolocalized Social Media Streams". European Conference on Machine Learning and Knowledge Discovery in Databases, Porto (Portugal), pp. 276-280. doi : 10.1007/978-3-319-23461-8_29. HAL : hal-01193030.
- Olivier Cavadenti, Victor Codocedo, Jean-François Boulicaut & Mehdi Kaytoue (2015). "When cyberathletes conceal their game: Clustering confusion matrices to identify avatar aliases". IEEE International Conference on Data Science and Advanced Analytics, 21 octobre 2015, Paris (France). doi : 10.1109/DSAA.2015.7344824. HAL : hal-01243504. .
- Albrecht Zimmermann, Mehdi Kaytoue, Marc Plantevit, Céline Robardet & Jean-François Boulicaut (2015). "Profiling users of the Vélo 'v bike sharing system". 2nd International Workshop on Mining Urban Data (MUD), 11 juillet 2015, Lille (France), pp. 63-64. HAL : hal-01193017. .
- Mehdi Kaytoue, Victor Codocedo, Aleksey Buzmakov, Jaume Baixeries, Sergei Kuznetsov & Amedeo Napoli (2015). "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., Porto (Portugal), pp. 227-231. doi : 10.1007/978-3-319-23461-8_19. HAL : hal-01188637.
- Leon Gaillard, Guillaume Ruedin, Stéphanie Giroux-Julien, Marc Plantevit, Mehdi Kaytoue, Syamimi Saadon, Christophe Ménézo & Jean-François Boulicaut (2015). "Data-driven performance evaluation of ventilated photovoltaic double-skin facades in the built environment". 6th International Building Physics Conference, 17 juin 2015, Turin (Italy), pp. 447-452. doi : 10.1016/j.egypro.2015.11.694. HAL : hal-01272611. .
- National conferences with peer review (4)
- Léon Gaillard, Guillaume Ruedin, Stéphanie Giroux-Julien, Marc Plantevit, Mehdi Kaytoue, Syamimi Saadon, Christophe Ménézo & Jean-François Boulicaut (2015). "Evaluation des performances réelles de double‑peaux PV ventilées en milieu urbain suivant une approche orientée données,". XIIe Colloque Inter-Universitaire Franco-Québécois, 10 juin 2015, Sherbrooke (Canada), pp. 01-09. HAL : hal-01478901.
- Léon Gaillard, Guillaume Ruedin, Stéphanie Giroux-Julien, Marc Plantevit, Mehdi Kaytoue, Syamimi Saadon, Christophe Ménézo & Jean-François Boulicaut (2015). "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, 3 juillet 2015, Perpignan (France). HAL : hal-01479040.
- Guillaume Bosc, Mehdi Kaytoue, Marc Plantevit, Fabien De Marchi, Moustafa Bensafi & Jean-François Boulicaut (2015). "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), 30 janvier 2015, Luxembourg (Luxembourg), pp. 305-316. HAL : hal-01346739. .
- Leon Gaillard, Guillaume Ruedin, Stéphanie Giroux-Julien, Marc Plantevit, Mehdi Kaytoue, Christophe Menezo & Jean-François Boulicaut (2015). "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, 29 mai 2015, La Rochelle (France). HAL : hal-01478948.
- Others (1)
- Olivier Cavadenti, Victor Codocedo, Jean-François Boulicaut & Mehdi Kaytoue (2015). "Identifying Avatar Aliases in Starcraft 2". Http://arxiv.org/abs/1508.00801. ArXiv : 1508.00801. HAL : hal-01180151. .
- 2014 (8)
- Journals (2)
- International journals with peer review (2)
- Mehdi Kaytoue, Sergei Kuznetsov, Juraj Macko & Amedeo Napoli (2014). "Biclustering meets triadic concept analysis". Annals of Mathematics and Artificial Intelligence, vol. 70, pp. 55-79. doi : 10.1007/s10472-013-9379-1. HAL : hal-01101143. .
- Jaume Baixeries, Mehdi Kaytoue & Amedeo Napoli (2014). "Characterizing functional dependencies in formal concept analysis with pattern structures". Annals of Mathematics and Artificial Intelligence, vol. 72, pp. 129-149. doi : 10.1007/s10472-014-9400-3. HAL : hal-01101107. .
- Conferences (5)
- International conferences with peer review (4)
- Guillaume Bosc, Mehdi Kaytoue, Chedy Raïssi, Jean-François Boulicaut & Philip Tan (2014). "Mining Balanced Sequential Patterns in RTS Games 1". ECAI 2014 - 21st European Conference on Artificial Intelligence, 22 août 2014, Prague (Czech Republic). doi : 10.3233/978-1-61499-419-0-975. HAL : hal-01100933. .
- Mehdi Kaytoue, Victor Codocedo, Jaume Baixeries & Amedeo Napoli (2014). "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, 10 octobre 2014, Kosice (Slovakia). HAL : hal-01095877. .
- Jaume Baixeries, Mehdi Kaytoue & Amedeo Napoli (2014). "Characterization of Database Dependencies with FCA and Pattern Structures". Third International Conference, Analysis of Images, Social Networks and Texts (AIST 2014), Yekaterinburg (Russian Federation), pp. 3-14. doi : 10.1007/978-3-319-12580-0_1. HAL : hal-01101147. .
- Mehdi Kaytoue, Yoann Pitarch, Marc Plantevit & Céline Robardet (2014). "Triggering Patterns of Topology Changes in Dynamic Graphs". The 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 17 août 2014, Beijing, China (China), 55:1-55:17. doi : 10.1109/ASONAM.2014.6921577. HAL : hal-01301075.
- Other conferences (1)
- Guillaume Bosc, Mehdi Kaytoue, Chedy Raïssi & Jean-François Boulicaut (2014). "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, 28 janvier 2014, Rennes (France), pp. 359-370. HAL : hal-01270794.
- Others (1)
- Cynthia Vera Glodeanu, Mehdi Kaytoue & Christian Sacarea (2014). "Formal Concept Analysis - Proceedings of the 12th International Conference (ICFCA 2014)". doi : 10.1007/978-3-319-07248-7. HAL : hal-01314560.
- 2013 (4)
- Conferences (4)
- International conferences with peer review (3)
- Adrien Coulet, Florent Domenach, Mehdi Kaytoue & Amedeo Napoli (2013). "Using Pattern Structures for Analyzing Ontology-Based Annotations of Biomedical Data". International Conference on Formal Concept Analysis, 24 mai 2013, Dresden (Germany). HAL : hal-00880643. .
- Cécile Low-Kam, Chedy Raïssi, Mehdi Kaytoue & Jian Pei (2013). "Mining Statistically Significant Sequential Patterns". IEEE International Conference on Data Mining, 10 décembre 2013, Dallas (United States of America). HAL : hal-00922255.
- Jaume Baixeries, Mehdi Kaytoue & Amedeo Napoli (2013). "Computing Similarity Dependencies with Pattern Structures". The Tenth International Conference on Concept Lattices and their Applications - CLA 2013,, La Rochelle, France (France), pp. 33-44. HAL : hal-00922592. .
- National conferences with peer review (1)
- Adrien Coulet, Florent Domenach, Mehdi Kaytoue & Amedeo Napoli (2013). "Using pattern structures for analyzing ontology-based annotations of biomedical data". Septièmes Journées d'Intelligence Artificielle Fondamentale, 14 juin 2013, Aix-en-Provence (France), pp. 97-106. HAL : hal-00922392. .
- 2012 (1)
- Conferences (1)
- International conferences with peer review (1)
- Jaume Baixeries, Mehdi Kaytoue & Amedeo Napoli (2012). "Computing Functional Dependencies with Pattern Structures". The 9th International Conference on Concept Lattices and Their Applications - CLA 2012, 14 octobre 2012, Malaga (Spain). HAL : hal-00763748.