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Mehdi Kaytoue-Uberall

Mehdi Kaytoue

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affiliation: Institut National des Sciences Appliquées de Lyon (INSA Lyon)
affiliation: Federal University of Minas Gerais, Belo Horizonte, Brazil

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Books and Theses

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2020
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Mehdi Kaytoue:
Contributions to Pattern Discovery and Formal Concept Analysis. INSA de Lyon, France, 2020
2011
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Mehdi Kaytoue:
Mining numerical data with formal concept analysis and pattern structures. (Traitement de données numériques par analyse formelle de concepts et structures de patrons). Henri Poincaré University, Nancy, France, 2011

Journal Articles

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2021
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Romain Mathonat, Diana Nurbakova, Jean-François Boulicaut, Mehdi Kaytoue:
Anytime mining of sequential discriminative patterns in labeled sequences. Knowl. Inf. Syst. 63(2): 439-476 (2021)
2020
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Aimene Belfodil, Sergei O. Kuznetsov, Mehdi Kaytoue:
On pattern setups and pattern multistructures. Int. J. Gen. Syst. 49(8): 785-818 (2020)
2019
[j9]
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Carmen C. Licon, Guillaume Bosc, Mohammed Sabri, Marylou Mantel, Arnaud P. Fournel, Caroline Bushdid, Jérôme Golebiowski, Céline Robardet, Marc Plantevit, Mehdi Kaytoue, Moustafa Bensafi:
Chemical features mining provides new descriptive structure-odor relationships. PLoS Comput. Biol. 15(4) (2019)
2018
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Jaume Baixeries, Víctor Codocedo, Mehdi Kaytoue, Amedeo Napoli:
Characterizing approximate-matching dependencies in formal concept analysis with pattern structures. Discret. Appl. Math. 249: 18-27 (2018)
[j7]
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Guillaume Bosc, Jean-François Boulicaut, Chedy Raïssi, Mehdi Kaytoue:
Anytime discovery of a diverse set of patterns with Monte Carlo tree search. Data Min. Knowl. Discov. 32(3): 604-650 (2018)
2017
[j6]
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Mehdi Kaytoue, Marc Plantevit, Albrecht Zimmermann, Ahmed Anes Bendimerad, Céline Robardet:
Exceptional contextual subgraph mining. Mach. Learn. 106(8): 1171-1211 (2017)
[j5]
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Guillaume Bosc, Philip Tan, Jean-François Boulicaut, Chedy Raïssi, Mehdi Kaytoue:
A Pattern Mining Approach to Study Strategy Balance in RTS Games. IEEE Trans. Comput. Intell. AI Games 9(2): 123-132 (2017)
2015
[j4]
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Mehdi Kaytoue, Yoann Pitarch, Marc Plantevit, Céline Robardet:
What effects topological changes in dynamic graphs? - Elucidating relationships between vertex attributes and the graph structure. Soc. Netw. Anal. Min. 5(1): 55:1-55:17 (2015)
2014
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Mehdi Kaytoue, Sergei O. Kuznetsov, Juraj Macko, Amedeo Napoli:
Biclustering meets triadic concept analysis. Ann. Math. Artif. Intell. 70(1-2): 55-79 (2014)
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Jaume Baixeries, Mehdi Kaytoue, Amedeo Napoli:
Characterizing functional dependencies in formal concept analysis with pattern structures. Ann. Math. Artif. Intell. 72(1-2): 129-149 (2014)
2011
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Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli, Sébastien Duplessis:
Mining gene expression data with pattern structures in formal concept analysis. Inf. Sci. 181(10): 1989-2001 (2011)

Conference and Workshop Papers

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2024
[c66]
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Anes Bendimerad, Romain Mathonat, Youcef Remil, Mehdi Kaytoue:
Exploiting Formal Concept Analysis for Data Modeling in Data Lakes. CONCEPTS 2024: 270-285
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Youcef Remil, Anes Bendimerad, Romain Mathonat, Chedy Raïssi, Mehdi Kaytoue:
DeepLSH: Deep Locality-Sensitive Hash Learning for Fast and Efficient Near-Duplicate Crash Report Detection. ICSE 2024: 198:1-198:12
2023
[c64]
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Youcef Remil, Anes Bendimerad, Mathieu Chambard, Romain Mathonat, Marc Plantevit, Mehdi Kaytoue:
Mining Java Memory Errors using Subjective Interesting Subgroups with Hierarchical Targets. ICDM (Workshops) 2023: 1221-1230
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Jaume Baixeries, Víctor Codocedo, Mehdi Kaytoue, Amedeo Napoli:
Three Views on Dependency Covers from an FCA Perspective. ICFCA 2023: 78-94
[c62]
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Jaume Baixeries, Víctor Codocedo, Mehdi Kaytoue, Amedeo Napoli:
Dependency Covers from an FCA Perspective. FCA4AI@IJCAI 2023: 57-68
[c61]
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Anes Bendimerad, Youcef Remil, Romain Mathonat, Mehdi Kaytoue:
On-Premise AIOps Infrastructure for a Software Editor SME: An Experience Report. ESEC/SIGSOFT FSE 2023: 1820-1831
2022
[c60]
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Youcef Remil, Anes Bendimerad, Marc Plantevit, Céline Robardet, Mehdi Kaytoue:
Découverte de sous-groupes de prédictions interprétables pour le triage d'incidents. EGC 2022: 411-418
2021
[c59]
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Romain Mathonat, Diana Nurbakova, Jean-François Boulicaut, Mehdi Kaytoue:
Anytime Subgroup Discovery in High Dimensional Numerical Data. DSAA 2021: 1-10
[c58]
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Youcef Remil, Anes Bendimerad, Marc Plantevit, Céline Robardet, Mehdi Kaytoue:
Interpretable Summaries of Black Box Incident Triaging with Subgroup Discovery. DSAA 2021: 1-10
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Youcef Remil, Anes Bendimerad, Romain Mathonat, Philippe Chaleat, Mehdi Kaytoue:
"What makes my queries slow?": Subgroup Discovery for SQL Workload Analysis. ASE 2021: 642-652
2020
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Romain Mathonat, Jean-François Boulicaut, Mehdi Kaytoue:
A Behavioral Pattern Mining Approach to Model Player Skills in Rocket League. CoG 2020: 267-274
[c55]
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Jaume Baixeries, Víctor Codocedo, Mehdi Kaytoue, Amedeo Napoli:
Building a Representation Context Based on Attribute Exploration Algorithms. FCA4AI@ECAI 2020: 141-152
2019
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Romain Mathonat, Diana Nurbakova, Jean-François Boulicaut, Mehdi Kaytoue:
SeqScout: Using a Bandit Model to Discover Interesting Subgroups in Labeled Sequences. DSAA 2019: 81-90
[c53]
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Adnene Belfodil, Aimene Belfodil, Anes Bendimerad, Philippe Lamarre, Céline Robardet, Mehdi Kaytoue, Marc Plantevit:
FSSD - A Fast and Efficient Algorithm for Subgroup Set Discovery. DSAA 2019: 91-99
[c52]
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Romain Mathonat, Jean-François Boulicaut, Mehdi Kaytoue:
Découverte de sous-groupes à partir de données séquentielles par échantillonnage et optimisation locale. EGC 2019: 153-164
[c51]
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Nyoman Juniarta, Víctor Codocedo, Miguel Couceiro, Mehdi Kaytoue, Amedeo Napoli:
Pattern Structures for Identifying Biclusters with Coherent Sign Changes. ICFCA (Supplements) 2019: 1-13
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Aimene Belfodil, Adnene Belfodil, Mehdi Kaytoue:
Mining Formal Concepts Using Implications Between Items. ICFCA 2019: 173-190
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Víctor Codocedo, Jaume Baixeries, Mehdi Kaytoue, Amedeo Napoli:
Sampling Representation Contexts with Attribute Exploration. ICFCA 2019: 307-314
2018
[c48]
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Aimene Belfodil, Sergei O. Kuznetsov, Mehdi Kaytoue:
Pattern Setups and Their Completions. CLA 2018: 243-253
[c47]
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Víctor Codocedo, Jaume Baixeries, Mehdi Kaytoue, Amedeo Napoli:
Characterizing Covers of Functional Dependencies using FCA. CLA 2018: 279-290
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Aimene Belfodil, Adnene Belfodil, Mehdi Kaytoue:
Anytime Subgroup Discovery in Numerical Domains with Guarantees. ECML/PKDD (2) 2018: 500-516
2017
[c45]
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Guillaume Bosc, Jean-François Boulicaut, Chedy Raïssi, Mehdi Kaytoue:
Découverte de sous-groupes avec les arbres de recherche de Monte Carlo. EGC 2017: 273-284
[c44]
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Víctor Codocedo, Guillaume Bosc, Mehdi Kaytoue, Jean-François Boulicaut, Amedeo Napoli:
A Proposition for Sequence Mining Using Pattern Structures. ICFCA 2017: 106-121
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Quentin Labernia, Víctor Codocedo, Céline Robardet, Mehdi Kaytoue:
Mining the Lattice of Binary Classifiers for Identifying Duplicate Labels in Behavioral Data. IEA/AIE (2) 2017: 12-21
[c42]
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Aimene Belfodil, Sergei O. Kuznetsov, Céline Robardet, Mehdi Kaytoue:
Mining Convex Polygon Patterns with Formal Concept Analysis. IJCAI 2017: 1425-1432
2016
[c41]
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Víctor Codocedo, Jaume Baixeries, Mehdi Kaytoue, Amedeo Napoli:
Characterization of Order-like Dependencies with Formal Concept Analysis. CLA 2016: 123-134
[c40]
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Guillaume Bosc, Jérôme Golebiowski, Moustafa Bensafi, Céline Robardet, Marc Plantevit, Jean-François Boulicaut, Mehdi Kaytoue:
Local Subgroup Discovery for Eliciting and Understanding New Structure-Odor Relationships. DS 2016: 19-34
[c39]
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Olivier Cavadenti, Víctor Codocedo, Jean-François Boulicaut, Mehdi Kaytoue:
What Did I Do Wrong in My MOBA Game? Mining Patterns Discriminating Deviant Behaviours. DSAA 2016: 662-671
[c38]
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Víctor Codocedo, Jaume Baixeries, Mehdi Kaytoue, Amedeo Napoli:
Characterization of Order-like Dependencies with Formal Concept Analysis. FCA4AI@ECAI 2016: 121-128
[c37]
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Olivier Cavadenti, Víctor Codocedo, Mehdi Kaytoue, Jean-François Boulicaut:
Découverte de motifs intelligibles et caractéristiques d'anomalies dans les traces unitaires. EGC 2016: 27-38
[c36]
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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. EGC 2016: 63-68
[c35]
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Quentin Labernia, Víctor Codocedo, Mehdi Kaytoue, Céline Robardet:
Découverte de labels dupliqués par l'exploration du treillis des classifieurs binaires. EGC 2016: 255-266
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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 (3) 2016: 17-21
2015
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Olivier Cavadenti, Víctor Codocedo, Jean-François Boulicaut, Mehdi Kaytoue:
When cyberathletes conceal their game: Clustering confusion matrices to identify avatar aliases. DSAA 2015: 1-10
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Guillaume Bosc, Mehdi Kaytoue, Marc Plantevit, Fabien De Marchi, Moustafa Bensafi, Jean-François Boulicaut:
Vers la découverte de modèles exceptionnels locaux : des règles descriptives liant les molécules à leurs odeurs. EGC 2015: 305-316
[c31]
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Albrecht Zimmermann, Mehdi Kaytoue, Marc Plantevit, Céline Robardet, Jean-François Boulicaut:
Profiling Users of the Velo'v Bike Sharing System. MUD@ICML 2015: 63-64
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Olivier Cavadenti, Víctor Codocedo, Mehdi Kaytoue, Jean-François Boulicaut:
Identifying Avatar Aliases in StarCraft 2. MLSA@PKDD/ECML 2015: 28-35
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Mehdi Kaytoue, Víctor Codocedo, Aleksey Buzmakov, Jaume Baixeries, Sergei O. Kuznetsov, Amedeo Napoli:
Pattern Structures and Concept Lattices for Data Mining and Knowledge Processing. ECML/PKDD (3) 2015: 227-231
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Pierre Houdyer, Albrecht Zimmermann, Mehdi Kaytoue, Marc Plantevit, Joseph Mitchell, Céline Robardet:
Gazouille: Detecting and Illustrating Local Events from Geolocalized Social Media Streams. ECML/PKDD (3) 2015: 276-280
2014
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Jaume Baixeries, Mehdi Kaytoue, Amedeo Napoli:
Characterization of Database Dependencies with FCA and Pattern Structures. AIST 2014: 3-14
[c26]
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Mehdi Kaytoue, Yoann Pitarch, Marc Plantevit, Céline Robardet:
Triggering patterns of topology changes in dynamic graphs. ASONAM 2014: 158-165
[c25]
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Mehdi Kaytoue, Víctor Codocedo, Jaume Baixeries, Amedeo Napoli:
Three Interrelated FCA Methods for Mining Biclusters of Similar Values on Columns. CLA 2014: 243-254
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Guillaume Bosc, Mehdi Kaytoue-Uberall, Chedy Raïssi, Jean-François Boulicaut, Philip Tan:
Mining Balanced Sequential Patterns in RTS Games. ECAI 2014: 975-976
[c23]
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Guillaume Bosc, Mehdi Kaytoue-Uberall, Chedy Raïssi, Jean-François Boulicaut:
Fouille de motifs séquentiels pour l'élicitation de stratégies à partir de traces d'interactions entre agents en compétition. EGC 2014: 359-370
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Gustavo Nascimento, Manoel Horta Ribeiro, Loïc Cerf, Natalia Cesario, Mehdi Kaytoue, Chedy Raïssi, Thiago Vasconcelos, Wagner Meira Jr.:
Modeling and Analyzing the Video Game Live-Streaming Community. LA-WEB 2014: 1-9
2013
[c21]
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Jaume Baixeries, Mehdi Kaytoue, Amedeo Napoli:
Computing Similarity Dependencies with Pattern Structures. CLA 2013: 33-44
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Cécile Low-Kam, Chedy Raïssi, Mehdi Kaytoue, Jian Pei:
Mining Statistically Significant Sequential Patterns. ICDM 2013: 488-497
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Adrien Coulet, Florent Domenach, Mehdi Kaytoue, Amedeo Napoli:
Using Pattern Structures for Analyzing Ontology-Based Annotations of Biomedical Data. ICFCA 2013: 76-91
[c18]
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Guillaume Bosc, Mehdi Kaytoue, Chedy Raïssi, Jean-François Boulicaut:
Strategic Patterns Discovery in RTS-games for E-Sport with Sequential Pattern Mining. MLSA@PKDD/ECML 2013: 11-20
2012
[c17]
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Jaume Baixeries, Mehdi Kaytoue, Amedeo Napoli:
Computing Functional Dependencies with Pattern Structures. CLA 2012: 175-186
[c16]
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Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli, Juraj Macko, Wagner Meira Jr.:
Caractérisation et extraction de biclusters de valeurs similaires avec l'analyse de concepts triadiques. EGC 2012: 65-76
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Mehdi Kaytoue, Amedeo Napoli, Laszlo Szathmary:
Une brève présentation du système de fouille de données Coron. EGC 2012: 603-606
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Mehdi Kaytoue, Arlei Silva, Loïc Cerf, Wagner Meira Jr., Chedy Raïssi:
Watch me playing, i am a professional: a first study on video game live streaming. WWW (Companion Volume) 2012: 1181-1188
2011
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Mehdi Kaytoue, Sergei O. Kuznetsov, Juraj Macko, Wagner Meira Jr., Amedeo Napoli:
Mining Biclusters of Similar Values with Triadic Concept Analysis. CLA 2011: 175-190
[c12]
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Zainab Assaghir, Mehdi Kaytoue, Wagner Meira Jr., Jean Villerd:
Extracting Decision Trees from Interval Pattern Concept Lattices. CLA 2011: 319-332
[c11]
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Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli:
Biclustering Numerical Data in Formal Concept Analysis. ICFCA 2011: 135-150
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Zainab Assaghir, Amedeo Napoli, Mehdi Kaytoue, Didier Dubois, Henri Prade:
Numerical Information Fusion: Lattice of Answers with Supporting Arguments. ICTAI 2011: 621-628
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Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli:
Revisiting Numerical Pattern Mining with Formal Concept Analysis. IJCAI 2011: 1342-1347
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P. Agarwal, Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli, Géraldine Polaillon:
Symbolic Galois Lattices with Pattern Structures. RSFDGrC 2011: 191-198
2010
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Mehdi Kaytoue, Zainab Assaghir, Amedeo Napoli, Sergei O. Kuznetsov:
Embedding tolerance relations in formal concept analysis: an application in information fusion. CIKM 2010: 1689-1692
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Mehdi Kaytoue-Uberall, Zainab Assaghir, Nizar Messai, Amedeo Napoli:
Two Complementary Classification Methods for Designing a Concept Lattice from Interval Data. FoIKS 2010: 345-362
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Zainab Assaghir, Mehdi Kaytoue, Amedeo Napoli, Henri Prade:
Managing Information Fusion with Formal Concept Analysis. MDAI 2010: 104-115
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Zainab Assaghir, Mehdi Kaytoue, Henri Prade:
A Possibility Theory-Oriented Discussion of Conceptual Pattern Structures. SUM 2010: 70-83
2009
[c3]
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Mehdi Kaytoue-Uberall, Sébastien Duplessis, Amedeo Napoli:
L'analyse formelle de concepts pour l'extraction de connaissances dans les données d'expression de gènes. EGC 2009: 439-440
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Mehdi Kaytoue-Uberall, Sébastien Duplessis, Sergei O. Kuznetsov, Amedeo Napoli:
Two FCA-Based Methods for Mining Gene Expression Data. ICFCA 2009: 251-266
2008
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Mehdi Kaytoue-Uberall, Sébastien Duplessis, Amedeo Napoli:
Using Formal Concept Analysis for the Extraction of Groups of Co-expressed Genes. MCO 2008: 439-449

Parts in Books or Collections

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2022
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Jaume Baixeries, Víctor Codocedo, Mehdi Kaytoue, Amedeo Napoli:
Computing Dependencies Using FCA. Complex Data Analytics with Formal Concept Analysis 2022: 135-150
2020
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Sébastien Ferré, Marianne Huchard, Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli:
Formal Concept Analysis: From Knowledge Discovery to Knowledge Processing. A Guided Tour of Artificial Intelligence Research (2) (II) 2020: 411-445
2011
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Zainab Assaghir, Mehdi Kaytoue-Uberall, Amedeo Napoli, Henri Prade:
Organiser la fusion d'informations par l'analyse formelle de concepts. Fouille de données complexes 2011: 267-287

Editorship

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2017
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Jan Van Haaren, Mehdi Kaytoue, Jesse Davis:
Proceedings of the Workshop on Machine Learning and Data Mining for Sports Analytics 2016 co-located with the 2016 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, MLSA@PKDD/ECML 2016, Riva del Garda, Italy, September 19, 2016. CEUR Workshop Proceedings 1842, CEUR-WS.org 2017 [contents]
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Jesse Davis, Mehdi Kaytoue, Albrecht Zimmermann:
Proceedings of the 4th Workshop on Machine Learning and Data Mining for Sports Analytics co-located with 2017 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2017), Skopje, Macedonia, September 18th, 2017. CEUR Workshop Proceedings 1971, CEUR-WS.org 2017 [contents]
2014
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Cynthia Vera Glodeanu, Mehdi Kaytoue, Christian Sacarea:
Formal Concept Analysis - 12th International Conference, ICFCA 2014, Cluj-Napoca, Romania, June 10-13, 2014. Proceedings. Lecture Notes in Computer Science 8478, Springer 2014, ISBN 978-3-319-07247-0 [contents]

Informal and Other Publications

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2024
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Youcef Remil, Anes Bendimerad, Romain Mathonat, Mehdi Kaytoue:
AIOps Solutions for Incident Management: Technical Guidelines and A Comprehensive Literature Review. CoRR abs/2404.01363 (2024)
2023
[i12]
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Anes Bendimerad, Youcef Remil, Romain Mathonat, Mehdi Kaytoue:
On-Premise AIOps Infrastructure for a Software Editor SME: An Experience Report. CoRR abs/2308.11225 (2023)
[i11]
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Youcef Remil, Anes Bendimerad, Mathieu Chambard, Romain Mathonat, Marc Plantevit, Mehdi Kaytoue:
Mining Java Memory Errors using Subjective Interesting Subgroups with Hierarchical Targets. CoRR abs/2310.00781 (2023)
[i10]
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Youcef Remil, Anes Bendimerad, Romain Mathonat, Chedy Raïssi, Mehdi Kaytoue:
DeepLSH: Deep Locality-Sensitive Hash Learning for Fast and Efficient Near-Duplicate Crash Report Detection. CoRR abs/2310.06703 (2023)
2021
[i9]
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Youcef Remil, Anes Bendimerad, Marc Plantevit, Céline Robardet, Mehdi Kaytoue:
Interpretable Summaries of Black Box Incident Triaging with Subgroup Discovery. CoRR abs/2108.03013 (2021)
[i8]
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Youcef Remil, Anes Bendimerad, Romain Mathonat, Philippe Chaleat, Mehdi Kaytoue:
"What makes my queries slow?": Subgroup Discovery for SQL Workload Analysis. CoRR abs/2108.03906 (2021)
2019
[i7]
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Aimene Belfodil, Sergei O. Kuznetsov, Mehdi Kaytoue:
On Pattern Setups and Pattern Multistructures. CoRR abs/1906.02963 (2019)
2016
[i6]
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Guillaume Bosc, Chedy Raïssi, Jean-François Boulicaut, Mehdi Kaytoue:
Any-time Diverse Subgroup Discovery with Monte Carlo Tree Search. CoRR abs/1609.08827 (2016)
2015
[i5]
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Olivier Cavadenti, Víctor Codocedo, Jean-François Boulicaut, Mehdi Kaytoue:
Identifying Avatar Aliases in Starcraft 2. CoRR abs/1508.00801 (2015)
2011
[i4]
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Mehdi Kaytoue, Sergei O. Kuznetsov, Juraj Macko, Wagner Meira Jr., Amedeo Napoli:
Mining Biclusters of Similar Values with Triadic Concept Analysis. CoRR abs/1111.3270 (2011)
[i3]
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Baptiste Ducatel, Mehdi Kaytoue, Florent Marcuola, Amedeo Napoli, Laszlo Szathmary:
Coron : Plate-forme d'extraction de connaissances dans les bases de données. CoRR abs/1111.5687 (2011)
[i2]
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Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli:
Revisiting Numerical Pattern Mining with Formal Concept Analysis. CoRR abs/1111.5689 (2011)
[i1]
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Mehdi Kaytoue, Florent Marcuola, Amedeo Napoli, Laszlo Szathmary, Jean Villerd:
The Coron System. CoRR abs/1111.5690 (2011)

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