Access content directly

Mehdi Kaytoue

98
Documents

Publications

Image document

Anytime mining of sequential discriminative patterns in labeled sequences

Romain Mathonat , Diana Nurbakova , Jean-François Boulicaut , Mehdi Kaytoue
Knowledge and Information Systems (KAIS), 2020, pp. 439-476. ⟨10.1007/s10115-020-01523-7⟩
Journal articles hal-03000696v1

Chemical features mining provides new descriptive structure-odor relationships

Carmen Licón , Guillaume Bosc , Mohammed Sabri , Marylou Mantel , Arnaud Fournel
PLoS Computational Biology, 2019, 15 (4), pp.e1006945. ⟨10.1371/journal.pcbi.1006945⟩
Journal articles hal-02343686v1
Image document

Anytime Discovery of a Diverse Set of Patterns with Monte Carlo Tree Search

Guillaume Bosc , Jean-François Boulicaut , Chedy Raïssi , Mehdi Kaytoue
Data Mining and Knowledge Discovery, 2018, 32 (3), pp.604-650. ⟨10.1007/s10618-017-0547-5⟩
Journal articles hal-01662857v2
Image document

Characterizing Approximate-Matching Dependencies in Formal Concept Analysis with Pattern Structures

Jaume Baixeries , Victor Codocedo , Mehdi Kaytoue , Amedeo Napoli
Discrete Applied Mathematics, 2018, 249, pp.18-27. ⟨10.1016/j.dam.2018.03.073⟩
Journal articles hal-01673441v1
Image document

Exceptional contextual subgraph mining

Mehdi Kaytoue , Marc Plantevit , Albrecht Zimmermann , Anes Bendimerad , Céline Robardet
Machine Learning, 2017, 106 (08), pp.1171--1211. ⟨10.1007/s10994-016-5598-0⟩
Journal articles hal-01488732v2
Image document

A Pattern Mining Approach to Study Strategy Balance in RTS Games

Guillaume Bosc , Philip Tan , Jean-François Boulicaut , Chedy Raïssi , Mehdi Kaytoue
IEEE Transactions on Computational Intelligence and AI in games, 2017, 9 (2), pp.123-132. ⟨10.1109/TCIAIG.2015.2511819⟩
Journal articles hal-01252728v1
Image document

What effects topological changes in dynamic graphs?

Mehdi Kaytoue , Yoann Pitarch , Marc Plantevit , Céline Robardet
Social Network Analysis and Mining, 2015, 5 (55), pp.55:1--55:17. ⟨10.1007/s13278-015-0294-9⟩
Journal articles hal-01221698v1
Image document

Biclustering meets triadic concept analysis

Mehdi Kaytoue , Sergei O. Kuznetsov , Juraj Macko , Amedeo Napoli
Annals of Mathematics and Artificial Intelligence, 2014, 70, pp.55 - 79. ⟨10.1007/s10472-013-9379-1⟩
Journal articles hal-01101143v1
Image document

Characterizing functional dependencies in formal concept analysis with pattern structures

Jaume Baixeries , Mehdi Kaytoue , Amedeo Napoli
Annals of Mathematics and Artificial Intelligence, 2014, 72, pp.129 - 149. ⟨10.1007/s10472-014-9400-3⟩
Journal articles hal-01101107v1
Image document

Mining gene expression data with pattern structures in formal concept analysis

Mehdi Kaytoue , Sergei O. Kuznetsov , Amedeo Napoli , Sébastien Duplessis
Information Sciences, 2011, 181 (10), pp.1989-2001. ⟨10.1016/j.ins.2010.07.007⟩
Journal articles hal-00541100v1

Mining gene expression data with pattern structures in formal concept analysis

Mehdi Kaytoue , Sergei O. Kuznetsov , Amedeo Napoli , Sébastien Duplessis
Information Sciences, 2011, 181 (10), pp.1989-2001
Journal articles hal-02651138v1

Fusion de données imparfaites en utilisant l'analyse formelle de concepts

Zainab Assaghir , Mehdi Kaytoue , Henri Prade , Amedeo Napoli
Revue des Nouvelles Technologies de l'Information, 2010, Fouille de données complexes - Complexité liée aux données multiples
Journal articles inria-00600234v1
Image document

DeepLSH: Deep Locality-Sensitive Hash Learning for Fast and Efficient Near-Duplicate Crash Report Detection

Youcef Remil , Anes Bendimerad , Romain Mathonat , Chedy Raïssi , Mehdi Kaytoue
IEEE/ACM International Conference on Software Engineering, IEEE/ACM, Apr 2024, Lisbon (Portugal), Portugal
Conference papers hal-04236085v1
Image document

On-Premise AIOps Infrastructure for a Software Editor SME: An Experience Report

Anes Bendimerad , Youcef Remil , Romain Mathonat , Mehdi Kaytoue
ESEC/FSE 2023, Dec 2023, San Francisco (California), United States. ⟨10.1145/3611643.3613876⟩
Conference papers hal-04186001v1
Image document

Mining Java Memory Errors using Subjective Interesting Subgroups with Hierarchical Targets

Youcef Remil , Anes Bendimerad , Mathieu Chambard , Romain Mathonat , Marc Plantevit
IEEE International Conference on Data Mining Workshops (ICDM Workshops), IEEE, Dec 2023, Shanghai (Chine), China
Conference papers hal-04224279v1
Image document

Découverte de sous-groupes de prédictions interprétables pour le triage d'incidents

Youcef Remil , Anes Bendimerad , Marc Plantevit , Céline Robardet , Mehdi Kaytoue
Extraction et Gestion des Connaissances (EGC'2022), Jan 2022, Blois, France
Conference papers hal-03627854v1
Image document

Anytime Subgroup Discovery in High Dimensional Numerical Data

Romain Mathonat , Diana Nurbakova , Jean-François Boulicaut , Mehdi Kaytoue
IEEE International Conference on Data Science and Advanced Analytics (DSAA), Oct 2021, Porto, Portugal. ⟨10.1109/DSAA53316.2021.9564223⟩
Conference papers hal-03318017v1
Image document

"What makes my queries slow?": Subgroup Discovery for SQL Workload Analysis

Youcef Remil , Anes Bendimerad , Romain Mathonat , Philippe Chaleat , Mehdi Kaytoue
36th IEEE/ACM International Conference on Automated Software Engineering, ASE 2021, Nov 2021, Melbourne, Australia. pp.642-652, ⟨10.1109/ASE51524.2021.9678915⟩
Conference papers hal-03318172v2
Image document

A Behavioral Pattern Mining Approach to Model Player Skills in Rocket League

Romain Mathonat , Jean-François Boulicaut , Mehdi Kaytoue
IEEE Conference on Games 2020, Aug 2020, Online, Japan. pp. 267-274, ⟨10.1109/CoG47356.2020.9231739⟩
Conference papers hal-02921566v1
Image document

Building a Representation Context Based on Attribute Exploration Algorithms

Jaume Baixeries , Victor Codocedo , Mehdi Kaytoue , Amedeo Napoli
FCA4AI 2020 - 8th International Workshop "What can {FCA} do for Artificial Intelligence?", Sergei O. Kuznetsov; Amedeo Napoli; Sebastian Rudolph, Aug 2020, Santiago de Compostela/Virtual, Spain. pp.141--152
Conference papers hal-03122343v1
Image document

Sampling Representation Contexts with Attribute Exploration

Victor Codocedo , Jaume Baixeries , Mehdi Kaytoue , Amedeo Napoli
ICFCA 2019 - 15th International Conference on Formal Concept Analysis, Jun 2019, Frankfurt, Germany. pp.307-314, ⟨10.1007/978-3-030-21462-3_20⟩
Conference papers hal-02195498v1
Image document

Mining Formal Concepts using Implications between Items

Aimene Belfodil , Adnene Belfodil , Mehdi Kaytoue
International Conference on Formal Concept Analysis (ICFCA 2019), 2019, Frankfurt, Germany. ⟨10.1007/978-3-030-21462-3_12⟩
Conference papers hal-02080577v1
Image document

SeqScout: Using a Bandit Model to Discover Interesting Subgroups in Labeled Sequences

Romain Mathonat , Diana Nurbakova , Jean-François Boulicaut , Mehdi Kaytoue
IEEE International Conference on Data Science and Advanced Analytics (DSAA), Oct 2019, Washington, United States. pp. 81-90, ⟨10.1109/DSAA.2019.00022⟩
Conference papers hal-02282082v1
Image document

Pattern Structures for Identifying Biclusters with Coherent Sign Changes

Nyoman Juniarta , Victor Codocedo , Miguel Couceiro , Mehdi Kaytoue , Amedeo Napoli
ICFCA 2019 - 15th International Conference on Formal Concept Analysis, Jun 2019, Frankfurt, Germany. pp.1-13
Conference papers hal-02166713v1
Image document

FSSD - A Fast and Efficient Algorithm for Subgroup Set Discovery

Adnene Belfodil , Aimene Belfodil , Anes Bendimerad , Philippe Lamarre , Céline Robardet
IEEE International Conference on Data Science and Advanced Analytics (DSAA), Oct 2019, Washington DC, United States. ⟨10.1109/DSAA.2019.00023⟩
Conference papers hal-02355503v1
Image document

Découverte de sous-groupes à partir de données séquentielles par échantillonnage et optimisation locale

Romain Mathonat , Jean-François Boulicaut , Mehdi Kaytoue
Extraction et Gestion des Connaissances, Jan 2019, Metz, France. pp.153-164
Conference papers hal-02278857v1
Image document

Anytime Subgroup Discovery in Numerical Domains with Guarantees

Aimene Belfodil , Adnene Belfodil , Mehdi Kaytoue
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Sep 2018, Dublin, Ireland. pp.500-516, ⟨10.1007/978-3-030-10928-8_30⟩
Conference papers hal-02117627v1
Image document

Characterizing Covers of Functional Dependencies using FCA

Victor Codocedo , Jaume Baixeries , Mehdi Kaytoue , Amedeo Napoli
CLA 2018 - The 14th International Conference on Concept Lattices and Their Applications, Jun 2018, Olomouc, Czech Republic. pp.279-290
Conference papers hal-01856516v1
Image document

Pattern Setups and Their Completions

Aimene Belfodil , Sergei O. Kuznetsov , Mehdi Kaytoue
The 14th International Conference on Concept Lattices and Their Applications (CLA 2018), Jun 2018, Olomouc, Czech Republic. pp.243-253
Conference papers hal-01818740v1
Image document

A Proposition for Sequence Mining Using Pattern Structures

Victor Codocedo , Guillaume Bosc , Mehdi Kaytoue , Jean-François Boulicaut , Amedeo Napoli
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⟩
Conference papers hal-01549107v1
Image document

Mining Convex Polygon Patterns with Formal Concept Analysis

Aimene Belfodil , Sergei O Kuznetsov , Céline Robardet , Mehdi Kaytoue
The Twenty-Sixth International Joint Conference on Artificial Intelligence (IJCAI), Aug 2017, Melbourne, Australia. pp.1425 - 1432, ⟨10.24963/ijcai.2017/197⟩
Conference papers hal-01573841v1
Image document

Mining the Lattice of Binary Classifiers for Identifying Duplicate Labels in Behavioral Data

Quentin Labernia , Victor Codocedo , Céline Robardet , Mehdi Kaytoue
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⟩
Conference papers hal-01551395v1
Image document

Découverte de sous-groupes avec les arbres de recherche de Monte Carlo

Guillaume Bosc , Jean-François Boulicaut , Chedy Raïssi , Mehdi Kaytoue
Extraction et Gestion de Connaissances EGC 2017, Jan 2017, Grenoble, France
Conference papers hal-01433054v1
Image document

h(odor): Interactive Discovery of Hypotheses on the Structure-Odor Relationship in Neuroscience

Guillaume Bosc , Marc Plantevit , Jean-François Boulicaut , Moustafa Bensafi , Mehdi Kaytoue
ECML/PKDD 2016 (Demo), Sep 2016, Riva del Garda, Italy. pp.17--21
Conference papers hal-01346679v1
Image document

Découverte de motifs intelligibles et caractéristiques d'anomalies dans les traces unitaires

Olivier Cavadenti , Victor Codocedo , Mehdi Kaytoue , Jean-François Boulicaut
16ème Conférence Internationale Francophone sur l'Extraction et la Gestion des Connaissances, Jan 2016, Reims, France
Conference papers hal-01265254v1
Image document

Une méthode de découverte de motifs contextualisés dans les traces de mobilité d'une personne

Aimene Belfodil , Mehdi Kaytoue , Céline Robardet , Marc Plantevit , Julien Zarka
16ème Journées Francophones Extraction et Gestion des Connaissances, Jan 2016, Reims, France. pp.63-68
Conference papers hal-01265204v1
Image document

Découverte de labels dupliqués par l'exploration du treillis des classifieurs binaires

Quentin Labernia , Victor Codocedo , Mehdi Kaytoue , Céline Robardet
16 ème journées Francophones Extraction et Gestion des Connaissances, Jan 2016, Reims, France. pp.255--266
Conference papers hal-01265202v1
Image document

What did I do Wrong in my MOBA Game?: Mining Patterns Discriminating Deviant Behaviours

Olivier Cavadenti , Victor Codocedo , Jean-François Boulicaut , Mehdi Kaytoue
International Conference on Data Science and Advanced Analytics, Oct 2016, Montréal, Canada
Conference papers hal-01388321v1
Image document

Characterization of Order-like Dependencies with Formal Concept Analysis

Victor Codocedo , Jaume Baixeries , Mehdi Kaytoue , Amedeo Napoli
Thirteenth International Conference on Concept Lattices and Their Applications (CLA 2016), Jul 2016, Moscou, Russia. pp.123-134
Conference papers hal-01348496v1
Image document

Local subgroup discovery for eliciting and understanding new structure-odor relationships

Guillaume Bosc , Jérôme Golebiowski , Moustafa Bensafi , Céline Robardet , Marc Plantevit
Discovery Science: 19th International Conference, DS 2016, Oct 2016, Bari, Italy. pp.19-34, ⟨10.1007/978-3-319-46307-0_2⟩
Conference papers hal-01346660v1
Image document

Contributions to the Formalization of Order-like Dependencies using FCA

Victor Codocedo , Jaume Baixeries , Mehdi Kaytoue , Amedeo Napoli
What can FCA do for Artificial Intelligence?, Aug 2016, The Hague, Netherlands
Conference papers hal-01420630v1
Image document

When cyberathletes conceal their game: Clustering confusion matrices to identify avatar aliases

Olivier Cavadenti , Victor Codocedo , Jean-François Boulicaut , Mehdi Kaytoue
IEEE International Conference on Data Science and Advanced Analytics, Oct 2015, Paris, France. ⟨10.1109/DSAA.2015.7344824⟩
Conference papers hal-01243504v1

Évaluation des performances réelles de double-peaux PV ventilées en milieu urbain suivant une approche orientée données

Léon Gaillard , Guillaume Ruedin , Stéphanie Giroux-Julien , Marc Plantevit , Mehdi Kaytoue
2e journées nationales de l’énergie solaire - JNES 2015, Jul 2015, Perpignan, France
Conference papers hal-01479040v1

Fouille de données pour l’analyse du comportement complexe de systèmes photovoltaïque-thermiques en vrai grandeur et in situ intégrés aux bâtiments

Leon Gaillard , Guillaume Ruedin , Stéphanie Giroux-Julien , Marc Plantevit , Mehdi Kaytoue
Congrès français de thermique, la thermique de l'habitat et de la ville, May 2015, La Rochelle, France
Conference papers hal-01478948v1

Gazouille: Detecting and Illustrating Local Events from Geolocalized Social Media Streams

Houdyer Pierre , Albrecht Zimmermann , Mehdi Kaytoue , Marc Plantevit , Joseph Mitchell
European Conference on Machine Learning and Knowledge Discovery in Databases, 2015, Porto, Portugal. pp.276-280, ⟨10.1007/978-3-319-23461-8_29⟩
Conference papers hal-01193030v1
Image document

Profiling users of the Vélo 'v bike sharing system

Albrecht Zimmermann , Mehdi Kaytoue , Marc Plantevit , Céline Robardet , Jean-François Boulicaut
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
Conference papers hal-01193017v1
Image document

Vers la découverte de modèles exceptionnels locaux : des règles descriptives liant les molécules à leurs odeurs

Guillaume Bosc , Mehdi Kaytoue , Marc Plantevit , Fabien de Marchi , Moustafa Bensafi
15e Journées Internationales Francophones Extraction et Gestion des Connaissances (EGC 2015), Jan 2015, Luxembourg, Luxembourg. pp.305-316
Conference papers hal-01346739v1

Evaluation des performances réelles de double‑peaux PV ventilées en milieu urbain suivant une approche orientée données,

Léon Gaillard , Guillaume Ruedin , Stéphanie Giroux-Julien , Marc Plantevit , Mehdi Kaytoue
XIIe Colloque Inter-Universitaire Franco-Québécois, Jun 2015, Sherbrooke, Canada. pp.01-09
Conference papers hal-01478901v1

Pattern Structures and Concept Lattices for Data Mining and Knowledge Processing

Mehdi Kaytoue , Victor Codocedo , Aleksey Buzmakov , Jaume Baixeries , Sergei O. Kuznetsov
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⟩
Conference papers hal-01188637v1
Image document

Data-driven performance evaluation of ventilated photovoltaic double-skin facades in the built environment

Leon Gaillard , Guillaume Ruedin , Stéphanie Giroux-Julien , Marc Plantevit , Mehdi Kaytoue
6th International Building Physics Conference, Jun 2015, Turin, Italy. pp.447-452, ⟨10.1016/j.egypro.2015.11.694⟩
Conference papers hal-01272611v1
Image document

Mining Balanced Sequential Patterns in RTS Games 1

Guillaume Bosc , Mehdi Kaytoue , Chedy Raïssi , Jean-François Boulicaut , Philip Tan
ECAI 2014 - 21st European Conference on Artificial Intelligence, Aug 2014, Prague, Czech Republic. ⟨10.3233/978-1-61499-419-0-975⟩
Conference papers hal-01100933v1
Image document

Three Related FCA Methods for Mining Biclusters of Similar Values on Columns

Mehdi Kaytoue , Victor Codocedo , Jaume Baixeries , Amedeo Napoli
Proceedings of the Eleventh International Conference on Concept Lattices and Their Applications, Kosice, Slovakia, October 7-10, 2014, Oct 2014, Kosice, Slovakia
Conference papers hal-01095877v1
Image document

Characterization of Database Dependencies with FCA and Pattern Structures

Jaume Baixeries , Mehdi Kaytoue , Amedeo Napoli
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⟩
Conference papers hal-01101147v1

Triggering Patterns of Topology Changes in Dynamic Graphs

Mehdi Kaytoue , Yoann Pitarch , Marc Plantevit , Céline Robardet
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⟩
Conference papers hal-01301075v1

Fouille de motifs séquentiels pour l'élicitation de stratégies à partir de traces d'interactions entre agents en compétition

Guillaume Bosc , Mehdi Kaytoue , Chedy Raïssi , Jean-François Boulicaut
Extraction et Gestion de Connaissances EGC 2014, Jan 2014, Rennes, France. pp.359-370
Conference papers hal-01270794v1
Image document

Computing Similarity Dependencies with Pattern Structures

Jaume Baixeries , Mehdi Kaytoue , Amedeo Napoli
The Tenth International Conference on Concept Lattices and their Applications - CLA 2013,, Karell Bertet, 2013, La Rochelle, France, France. pp.33-44
Conference papers hal-00922592v1
Image document

Using pattern structures for analyzing ontology-based annotations of biomedical data

Adrien Coulet , Florent Domenach , Mehdi Kaytoue , Amedeo Napoli
Septièmes Journées d'Intelligence Artificielle Fondamentale, Jun 2013, Aix-en-Provence, France. pp.97--106
Conference papers hal-00922392v1
Image document

Using Pattern Structures for Analyzing Ontology-Based Annotations of Biomedical Data

Adrien Coulet , Florent Domenach , Mehdi Kaytoue , Amedeo Napoli
International Conference on Formal Concept Analysis, May 2013, Dresden, Germany
Conference papers hal-00880643v1

Mining Statistically Significant Sequential Patterns

Cécile Low-Kam , Chedy Raïssi , Mehdi Kaytoue , Jian Pei
IEEE International Conference on Data Mining, Dec 2013, Dallas, United States
Conference papers hal-00922255v1

Computing Functional Dependencies with Pattern Structures

Jaume Baixeries , Mehdi Kaytoue , Amedeo Napoli
The 9th International Conference on Concept Lattices and Their Applications - CLA 2012, Oct 2012, Malaga, Spain
Conference papers hal-00763748v1

Watch me playing, I am a professional: a first study on video game live streaming

Mehdi Kaytoue , Arlei Silva , Loïc Cerf , Wagner Meira , Chedy Raïssi
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⟩
Conference papers hal-00697150v1
Image document

Mining Biclusters of Similar Values with Triadic Concept Analysis

Mehdi Kaytoue , Sergei O. Kuznetsov , Juraj Macko , Wagner Meira , Amedeo Napoli
The Eighth International Conference on Concept Lattices and their Applications - CLA 2011, INRIA Nancy Grand Est - LORIA, Oct 2011, Nancy, France
Conference papers hal-00640873v1
Image document

Numerical information fusion: Lattice of answers with supporting arguments

Zainab Assaghir , Amedeo Napoli , Mehdi Kaytoue , Didier Dubois , Henri Prade
23rd IEEE International Conference on Tools with Artificial Intelligence - ICTAI 2011, Nov 2011, Boca-Raton, United States. pp.621-628
Conference papers hal-00646484v1
Image document

Symbolic Data Analysis and Formal Concept Analysis

Mehdi Kaytoue , Sergei O. Kuznetsov , Amedeo Napoli , Géraldine Polaillon
XVIIIeme Rencontres de la Société Francophone de Classification - SFC 2011, MAPMO - LIFO Orléans, Sep 2011, Orléans, France
Conference papers hal-00646457v1
Image document

Extracting Decision Trees from Interval Pattern Concept Lattices

Zainab Assaghir , Mehdi Kaytoue , Wagner Meira , Jean Villerd
The Eighth International Conference on Concept Lattices and their Applications - CLA 2011, INRIA Nancy Grand Est - LORIA, Oct 2011, Nancy, France
Conference papers hal-00640938v1

Revisiting Numerical Pattern Mining with Formal Concept Analysis

Mehdi Kaytoue , Sergei O. Kuznetsov , Amedeo Napoli
JIAF - Cinquièmes Journées de l'Intelligence Artificielle Fondamentale - 2011, Jun 2011, Lyon, France
Conference papers inria-00600222v1
Image document

Revisiting Numerical Pattern Mining with Formal Concept Analysis

Mehdi Kaytoue , Sergei O. Kuznetsov , Amedeo Napoli
Twenty second International Joint Conference on Artificial Intelligence - IJCAI 2011, Jul 2011, Barcelona, Spain
Conference papers inria-00584371v1

Biclustering Numerical Data in Formal Concept Analysis

Mehdi Kaytoue , Sergei O. Kuznetsov , Amedeo Napoli
9th International Conference on Formal Concept Analysis - ICFCA 2011, May 2011, Nicosia, Cyprus. pp.135-150, ⟨10.1007/978-3-642-20514-9⟩
Conference papers inria-00600203v1

Symbolic Galois Lattices with Pattern Structures

Prakhar Agarwal , Mehdi Kaytoue , Sergei O. Kuznetsov , Amedeo Napoli , Géraldine Polaillon
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⟩
Conference papers hal-00631473v1

Organisation de la fusion d'information avec l'analyse formelle de concepts (LFA 2010)

Zainab Assaghir , Mehdi Kaytoue , Amedeo Napoli , Henri Prade
Rencontres francophones sur la Logique Floue et ses Applications (LFA 2010), Enssat, Nov 2010, Lannion, France
Conference papers inria-00610749v1

Embedding tolerance relations in formal concept analysis: an application in information fusion

Mehdi Kaytoue , Zainab Assaghir , Sergei O. Kuznetsov , Amedeo Napoli
ACM Conference on Information and Knowledge Management, Oct 2010, Toronto, Canada. pp.1689-1692
Conference papers inria-00600205v1
Image document

The Coron System

Mehdi Kaytoue , Florent Marcuola , Amedeo Napoli , Laszlo Szathmary , Jean Villerd
8th International Conference on Formal Concept Analsis - ICFCA 2010, Mar 2010, Agadir, Morocco. pp.55--58
Conference papers inria-00600232v1

Classification de données numériques par treillis de concepts basée sur une similarité symbolique/numérique

Mehdi Kaytoue , Zainab Assaghir , Nizar Messai , Amedeo Napoli
Société Francophone de Classification - SFC 2010, 2010, Saint-Denis de la Réunion, France. pp.99-102
Conference papers inria-00600226v1

Managing Information Fusion with Formal Concept Analysis

Zainab Assaghir , Mehdi Kaytoue , Amedeo Napoli , Henri Prade
7th International Conference Modeling Decisions for Artificial Intelligence (MDAI 2010), Oct 2010, Perpignan, France. pp.104-115, ⟨10.1007/978-3-642-16292-3_12⟩
Conference papers inria-00600215v1

A Possibility Theory-Oriented Discussion of Conceptual Pattern Structures

Zainab Assaghir , Mehdi Kaytoue , Henri Prade
4th International Conference on Scalable Uncertainty Management (SUM 2010), Sep 2010, Toulouse, France. pp.70-83, ⟨10.1007/978-3-642-15951-0_12⟩
Conference papers inria-00600208v1

Organiser la fusion d'informations par l'Analyse Formelle de Concepts

Zainab Assaghir , Mehdi Kaytoue , Amedeo Napoli , Henri Prade
Rencontres Francophones sur la Logique Floue et ses Applications (LFA 2010), ENSSAT : École Nationale Supérieure des Sciences Appliquées et de Technologie (Lannion), Nov 2010, Lannion, France. pp.133-140
Conference papers hal-03349433v1

Complémentarité de deux méthodes de classification pour la construction de treillis de concepts à partir de données numériques

Mehdi Kaytoue , Zainab Assaghir , Nizar Messai , Amedeo Napoli
17ème conférence en Reconnaissance des Formes et Intelligence Artificielle, 2010, Caen, France
Conference papers inria-00600218v1

Organisation de la fusion d'information avec l'analyse formelle de concepts (JIAF 2010)

Zainab Assaghir , Mehdi Kaytoue , Amedeo Napoli , Henri Prade
Journées Nationales de l'Intelligence Artificielle Fondamentale (JIAF 2010), Jun 2010, Strasbourg, France
Conference papers inria-00600220v1
Image document

Coron : Plate-forme d'extraction de connaissances dans les bases de données

Baptiste Ducatel , Mehdi Kaytoue , Florent Marcuola , Amedeo Napoli , Laszlo Szathmary
17ème conférence en Reconnaissance des Formes et Intelligence Artificielle - RFIA 2010, Jan 2010, Caen, France. pp.883-884
Conference papers inria-00600230v1

Two Complementary Classification Methods for Designing a Concept Lattice from Interval Data.

Mehdi Kaytoue , Zainab Assaghir , Nizar Messai , Amedeo Napoli
Foundations of Information and Knowledge Systems, 6th International Symposium, Feb 2010, Sofia, Bulgaria. pp.345-362, ⟨10.1007/978-3-642-11829-6_22⟩
Conference papers inria-00600213v1

Classification de données numériques par treillis de concepts et structures de patrons

Mehdi Kaytoue , Amedeo Napoli
Journées Nationales de l'Intelligence Artificielle Fondamentale, Oct 2009, Marseille, France
Conference papers inria-00600219v1

L’analyse formelle de concepts pour l’extraction de connaissances dans les données d’expression de gènes

Sébastien Duplessis , Mehdi Kaytoue , Amedeo Napoli
Extraction et gestion des connaissances (EGC’2009), Jan 2009, Strasbourg, France. pp.439-440
Conference papers hal-02756939v1

L'analyse formelle de concepts pour l'extraction de connaissances dans les données d'expression de gènes

Mehdi Kaytoue , Sébastien Duplessis , Amedeo Napoli
Extraction et gestion des connaissances, Jan 2009, Strasbourg, France. pp.439-440
Conference papers inria-00600217v1

On the mining of numerical data with Formal Concept Analysis and similarity

Zainab Assaghir , Mehdi Kaytoue , Nizar Messai , Amedeo Napoli
Société Francophone de Classification, 2009, Grenoble, France
Conference papers inria-00600225v1

Two FCA-Based Methods for Mining Gene Expression Data

Mehdi Kaytoue , Sébastien Duplessis , Sergei O. Kuznetsov , Amedeo Napoli
Formal Concept Analysis, 7th International Conference, ICFCA 2009, Apr 2009, Darmstadt, Germany. pp.251-266, ⟨10.1007/978-3-642-01815-2_19⟩
Conference papers inria-00600200v1

Toward the discovery of itemsets with significant variations in gene expression matrices

Mehdi Kaytoue , Sébastien Duplessis , Amedeo Napoli
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
Conference papers inria-00600224v1

Using Formal Concept Analysis for the Extraction of Groups of Co-expressed Genes

Mehdi Kaytoue , Sébastien Duplessis , Amedeo Napoli
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⟩
Conference papers inria-00600212v1
Image document

Computing Dependencies Using Formal Concept Analysis

Jaume Baixeries , Victor Codocedo , Mehdi Kaytoue , Amedeo Napoli
Rokia Missaoui; Léonard Kwuida; Talel Abdessalem. Complex Data Analytics with Formal Concept Analysis, Springer, pp.135-150, 2022, 978-3-030-93277-0. ⟨10.1007/978-3-030-93278-7_6⟩
Book sections hal-04055188v1

Formal Concept Analysis: From Knowledge Discovery to Knowledge Processing

Sébastien Ferré , Marianne Huchard , Mehdi Kaytoue , Sergei Kuznetsov , Amedeo Napoli
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⟩
Book sections hal-03085699v1

Toward the Discovery of Itemsets with Significant Variations in Gene Expression Matrices

Mehdi Kaytoue , Sébastien Duplessis , Amedeo Napoli
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⟩
Book sections inria-00600233v1
Image document

Contributions to Pattern Discovery and Formal Concept Analysis

Mehdi Kaytoue
Artificial Intelligence [cs.AI]. INSA LYON; Université Claude Bernard Lyon 1, 2020
Habilitation à diriger des recherches tel-02495263v1