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Marc Plantevit

96
Documents
Researcher identifiers

Presentation

Full Professor - EPITA - LRDE - <https://www.lrde.epita.fr/wiki/User:Marc>
Associate Professor (Maître de Conférences) - Université Claude Bernard Lyon 1, Computer Science Departement - LIRIS - UMR 5205 - Data Mining and Machine Learning research group (DM2L) - <http://liris.cnrs.fr/~mplantev>

Publications

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On GNN explanability with activation rules

Luca Veyrin-Forrer , Ataollah Kamal , Stefan Duffner , Marc Plantevit , Céline Robardet et al.
Data Mining and Knowledge Discovery, 2022, ⟨10.1007/s10618-022-00870-z⟩
Journal articles hal-03821784v1

Methods for explaining Top-N recommendations through subgroup discovery

Mouloud Iferroudjene , Corentin Lonjarret , Céline Robardet , Marc Plantevit , Martin Atzmueller et al.
Data Mining and Knowledge Discovery, inPress, ⟨10.1007/s10618-022-00897-2⟩
Journal articles hal-03845678v1
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Explicit and implicit measures of emotions: Data-science might help to account for data complexity and heterogeneity

M. Moranges , C. Rouby , Marc Plantevit , M. Bensafi
Food Quality and Preference, 2021, 92, pp.104181. ⟨10.1016/j.foodqual.2021.104181⟩
Journal articles hal-03658160v1
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User-driven geolocated event detection in social media

Anes Bendimerad , Marc Plantevit , Céline Robardet , Sihem Amer-Yahia
IEEE Transactions on Knowledge and Data Engineering, 2021, 33 (2), pp.796-809. ⟨10.1109/TKDE.2019.2931340⟩
Journal articles hal-02272082v1

Sequential recommendation with metric models based on frequent sequences

Corentin Lonjarret , Roch Auburtin , Céline Robardet , Marc Plantevit
Data Mining and Knowledge Discovery, 2021, ⟨10.1007/s10618-021-00744-w⟩
Journal articles hal-03191177v1
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Identifying exceptional (dis)agreement between groups

Adnene Belfodil , Sylvie Cazalens , Philippe Lamarre , Marc Plantevit
Data Mining and Knowledge Discovery, 2020, 34 (2), pp.394-442. ⟨10.1007/s10618-019-00665-9⟩
Journal articles hal-02383776v1

SIAS-miner: mining subjectively interesting attributed subgraphs

Anes Bendimerad , Ahmad Mel , Jefrey Lijffijt , Marc Plantevit , Céline Robardet et al.
Data Mining and Knowledge Discovery, inPress, 34 (2), pp.355-393. ⟨10.1007/s10618-019-00664-w⟩
Journal articles hal-02378174v1

Chemical features mining provides new descriptive structure-odor relationships

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

Rank correlated subgroup discovery

Mohamed Ali Hammal , Hélène Mathian , Luc Merchez , Marc Plantevit , Céline Robardet et al.
Journal of Intelligent Information Systems, 2019, ⟨10.1007/s10844-019-00555-y⟩
Journal articles hal-02093496v1
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Mining exceptional closed patterns in attributed graphs

Anes Bendimerad , Marc Plantevit , Céline Robardet
Knowledge and Information Systems (KAIS), 2018, 56 (1), pp.1 - 25. ⟨10.1007/s10115-017-1109-2⟩
Journal articles hal-01625007v1
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Exceptional contextual subgraph mining

Mehdi Kaytoue , Marc Plantevit , Albrecht Zimmermann , Anes Bendimerad , Céline Robardet et al.
Machine Learning, 2017, 106 (08), pp.1171--1211. ⟨10.1007/s10994-016-5598-0⟩
Journal articles hal-01488732v2
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Skypattern mining: From pattern condensed representations to dynamic constraint satisfaction problems

Willy Ugarte , Patrice Boizumault , Bruno Crémilleux , Alban Lepailleur , Samir Loudni et al.
Artificial Intelligence, 2017, 244, pp.48-69. ⟨10.1016/j.artint.2015.04.003⟩
Journal articles hal-02048224v1

Graph Dependency Construction Based on Interval-based Event Dependencies Detection in Data Streams

Marc Plantevit , Céline Robardet , Vasile-Marian Scuturici
Intelligent Data Analysis, 2016, 20(2), pp.223--256. ⟨10.3233/IDA-160803⟩
Journal articles hal-01130544v1
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Interpreting communities based on the evolution of a dynamic attributed network

Günce Keziban Orman , Vincent Labatut , Marc Plantevit , Jean-François Boulicaut
Social Network Analysis and Mining, 2015, 5, pp.20. ⟨10.1007/s13278-015-0262-4⟩
Journal articles hal-01163778v1

Sequential pattern mining for discovering gene interactions and their contextual information from biomedical texts

Peggy Cellier , Thierry Charnois , Marc Plantevit , Christophe Rigotti , Bruno Crémilleux et al.
Journal of Biomedical Semantics, 2015, 6, pp.1-27. ⟨10.1186/s13326-015-0023-3⟩
Journal articles hal-01192959v1
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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

Finding maximal homogeneous clique sets

Pierre-Nicolas Mougel , Christophe Rigotti , Marc Plantevit , Olivier Gandrillon
Knowledge and Information Systems (KAIS), 2014, 39 (3), pp.579-608. ⟨10.1007/s10115-013-0625-y⟩
Journal articles hal-00827164v1
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Mining Graph Topological Patterns: Finding Co-variations among Vertex Descriptors

Adriana Bechara Prado , Marc Plantevit , Céline Robardet , Jean-François Boulicaut
IEEE Transactions on Knowledge and Data Engineering, 2013, 9, 25, pp.2090-2104. ⟨10.1109/TKDE.2012.154⟩
Journal articles hal-01351727v1

Discovering Descriptive Rules in Relational Dynamic Graphs

Thi Kim Ngan Nguyen , Loic Cerf , Marc Plantevit , Jean-François Boulicaut
Intelligent Data Analysis, 2013, 1, 17, pp.49-69
Journal articles hal-01351698v1
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Mining Multi-Dimensional and Multi-Level Sequential Patterns

Marc Plantevit , Anne Laurent , Dominique Laurent , Maguelonne Teisseire , Yeow Wei Choong et al.
ACM Transactions on Knowledge Discovery from Data (TKDD), 2010, 4 (1), pp.1-37. ⟨10.1145/1644873.1644877⟩
Journal articles lirmm-00617320v1
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Fenêtres sur Cube

Yoann Pitarch , Anne Laurent , Marc Plantevit , Pascal Poncelet
Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, 2010, Best Papers "Bases de Données Avancées 2008", 15 (1), pp.9-33. ⟨10.3166/isi.15.1.9-33⟩
Journal articles lirmm-00798834v1
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Combining Sequence and Itemset Mining to Discover Named Entities in Biomedical Texts: A New Type of Pattern

Marc Plantevit , Thierry Charnois , Jiri Kléma , Christophe Rigotti , Bruno Crémilleux et al.
International Journal of Data Mining, Modelling and Management, 2009, 1 (2), pp.119-148. ⟨10.1504/IJDMMM.2009.026073⟩
Journal articles hal-01011378v1

Constitution d'un corpus pré-annoté de résumés d'articles en biologie génétique

Jean-Luc Manguin , Marc Plantevit , Thierry Charnois
Actes des 6èmes Journées de la Linguistique de Corpus, Université de Bretagne-Sud, 2009
Journal articles hal-01011595v1
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Fouille de données séquentielles pour l'extraction d'information dans les textes

Thierry Charnois , Marc Plantevit , Christophe Rigotti , Bruno Crémilleux
Revue TAL, 2009, pp59-87
Journal articles hal-01011618v1
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OLAP-Sequential Mining: Summarizing Trends from Historical Multidimensional Data using Closed Multidimensional Sequential Patterns

Marc Plantevit , Anne Laurent , Maguelonne Teisseire
Annals of Information Systems, 2008, special issue in New Trends in Data Warehouses and Data Analysis, ⟨10.1007/978-0-387-87431-9_13⟩
Journal articles hal-00283426v1
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Extraction d'outliers dans des cubes de données : une aide à la navigation

Marc Plantevit , Anne Laurent , Maguelonne Teisseire
Revue des Nouvelles Technologies de l'Information, 2007, Entrepôts de Données et Analyse (EDA 2007), RNTI-B-3, pp.113-130
Journal articles lirmm-00165441v1
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Motifs Séquentiels Multidimensionnels: Principes et Extensions

Marc Plantevit
Revue I3 - Information Interaction Intelligence, 2007, hors série, pp.183-206
Journal articles lirmm-00135031v1
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Extraction de séquences multidimensionnelles convergentes et divergentes

Marc Plantevit , Anne Laurent , Maguelonne Teisseire
Revue des Nouvelles Technologies de l'Information, 2007, Extraction et gestion des connaissances (EGC'2007), Actes des cinquièmes journées Extraction et Gestion des Connaissances, Namur, Belgique, 23-26 janvier 2007, 2 Volumes, RNTI-E-9, pp.283-295
Journal articles lirmm-00135028v1
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What Does My GNN Really Capture? On Exploring Internal GNN Representations

Luca Veyrin-Forrer , Ataollah Kamal , Stefan Duffner , Marc Plantevit , Céline Robardet et al.
International Joint Conference on Artificial Intelligence 2022, Jul 2022, Vienna, Austria
Conference papers hal-03700710v1
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Qu'est-ce que mon GNN capture vraiment ? Exploration des représentations internes d'un GNN

Luca Veyrin-Forrer , Ataollah Kamal , Stefan Duffner , Marc Plantevit , Céline Robardet et al.
Extraction et Gestion des Connaissances, Extraction et Gestion des Connaissances, Jan 2022, Blois, France. pp.159-170
Conference papers hal-03921033v1
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Découverte de sous-groupes de prédictions interprétables pour le triage d'incidents

Youcef Remil , Anes Bendimerad , Marc Plantevit , Céline Robardet , Mehdi Kaytoue et al.
Extraction et Gestion des Connaissances: EGC'2022, Jan 2022, Blois, France
Conference papers hal-03627854v1
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Gibbs Sampling Subjectively Interesting Tiles

Anes Bendimerad , Jefrey Lijffijt , Marc Plantevit , Céline Robardet , Tijl de Bie et al.
Advances in Intelligent Data Analysis {XVIII} - 18th International Symposium on Intelligent Data Analysis (IDA 2020), Apr 2020, Konstanz (on line), Germany. ⟨10.1007/978-3-030-44584-3_7⟩
Conference papers hal-02960847v1

Why Should I Trust This Item? Explaining the Recommendations of any Model

Corentin Lonjarret , Céline Robardet , Marc Plantevit , Roch Auburtin , Martin Atzmueller et al.
IEEE International Conference on Data Science and Advanced Analytics (DSAA), Oct 2020, Sydney, Australia. ⟨10.1109/DSAA49011.2020.00067⟩
Conference papers hal-02965196v1
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Contrastive antichains in hierarchies

Anes Bendimerad , Jefrey Lijffijt , Marc Plantevit , Céline Robardet , Tijl de Bie et al.
SIGKDD 2019, Aug 2019, Anchorage, Alaska, United States. pp.294:304, ⟨10.1145/3292500.3330954⟩
Conference papers hal-02114775v1
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FSSD - A Fast and Efficient Algorithm for Subgroup Set Discovery

Adnene Belfodil , Aimene Belfodil , Anes Bendimerad , Philippe Lamarre , Céline Robardet et al.
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
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DEvIANT : Discovering significant exceptional (dis)agreement within groups

Adnene Belfodil , Wouter Duivesteijn , Marc Plantevit , Sylvie Cazalens , Philippe Lamarre et al.
Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2019), Sep 2019, Würzburg, Germany. pp.3-20, ⟨10.1007/978-3-030-46150-8_1⟩
Conference papers hal-02961093v1
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Recommandation séquentielle à base de séquences fréquentes

Corentin Lonjarret , Marc Plantevit , Céline Robardet , Roch Auburtin
Extraction et Gestion des Connaissances (EGC), Jan 2019, Metz, France
Conference papers hal-02914391v1
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Analyse de comportements relatifs exceptionnels expliquée par des textes : les votes du parlement européen

Charles de Lacombe , Antoine Morel , Adnene Belfodil , François Portet , Cyril Labbé et al.
Extraction et Gestion des connaissances (EGC), Jan 2019, Metz, France. pp.437--440
Conference papers hal-02009172v1
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Mining Subjectively Interesting Attributed Subgraphs

Anes Bendimerad , Ahmad Mel , Jefrey Lijffijt , Marc Plantevit , Céline Robardet et al.
INTERNATIONAL WORKSHOP ON MINING AND LEARNING WITH GRAPHS, held with SIGKDD 2018, Aug 2018, Londres, United Kingdom
Conference papers hal-02060190v1
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Exceptional Attributed Subgraph Mining To Understand The Olfactory Percept

Maëlle Moranges , Marc Plantevit , Arnaud Fournel , Moustafa Bensafi , Céline Robardet et al.
21st International Conference on Discovery Science, Oct 2018, Limassol, Cyprus. pp.276--291
Conference papers hal-01878375v1
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Contextual Subgraph Discovery With Mobility Models

Anes Bendimerad , Rémy Cazabet , Marc Plantevit , Céline Robardet
COMPLEX NETWORKS 2017, Nov 2017, Lyon, France. pp.477-489
Conference papers hal-01625068v1
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Flash points: Discovering exceptional pairwise behaviors in vote or rating data

Adnene Belfodil , Sylvie Cazalens , Philippe Lamarre , Marc Plantevit
ECML/PKDD, Sep 2017, Skopje, Macedonia. pp.442-458, ⟨10.1007/978-3-319-71246-8_27⟩
Conference papers hal-01587041v1
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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 et al.
16ème Journées Francophones Extraction et Gestion des Connaissances, Jan 2016, Reims, France. pp.63-68
Conference papers hal-01265204v1
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Unsupervised Exceptional Attributed Sub-graph Mining in Urban Data

Anes Bendimerad , Marc Plantevit , Céline Robardet
IEEE International Conference on Data Mining (ICDM 2016), Dec 2016, Barcelone, Spain. pp.21-30
Conference papers hal-01430622v1
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Local subgroup discovery for eliciting and understanding new structure-odor relationships

Guillaume Bosc , Jérôme Golebiowski , Moustafa Bensafi , Céline Robardet , Marc Plantevit et al.
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
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h(odor): Interactive Discovery of Hypotheses on the Structure-Odor Relationship in Neuroscience

Guillaume Bosc , Marc Plantevit , Jean-François Boulicaut , Moustafa Bensafi , Mehdi Kaytoue et al.
ECML/PKDD 2016 (Demo), Sep 2016, Riva del Garda, Italy. pp.17--21
Conference papers hal-01346679v1
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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 et al.
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 et al.
XIIe Colloque Inter-Universitaire Franco-Québécois, Jun 2015, Sherbrooke, Canada. pp.01-09
Conference papers hal-01478901v1

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 et al.
2e journées nationales de l’énergie solaire - JNES 2015, Jul 2015, Perpignan, France
Conference papers hal-01479040v1
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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 et al.
6th International Building Physics Conference, Jun 2015, Turin, Italy. pp.447-452, ⟨10.1016/j.egypro.2015.11.694⟩
Conference papers hal-01272611v1

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 et al.
Congrès français de thermique, la thermique de l'habitat et de la ville, May 2015, La Rochelle, France
Conference papers hal-01478948v1
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Profiling users of the Vélo 'v bike sharing system

Albrecht Zimmermann , Mehdi Kaytoue , Marc Plantevit , Céline Robardet , Jean-François Boulicaut et al.
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

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

Houdyer Pierre , Albrecht Zimmermann , Mehdi Kaytoue , Marc Plantevit , Joseph Mitchell et al.
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
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Une méthode pour caractériser les communautés des réseaux dynamiques à attributs

Günce Keziban Orman , Vincent Labatut , Marc Plantevit , Jean-François Boulicaut
14ème Conférence Extraction et Gestion des Connaissances (EGC), Jan 2014, Rennes, France. pp.101-112
Conference papers hal-00918181v1

Temporal Dependency Detection Between Interval-Based Event Sequences

Marc Plantevit , Vasile-Marian Scuturici , Céline Robardet
New Frontiers in Mining Complex Patterns - Third International Workshop, NFMCP, Held in Conjunction with ECML-PKDD, Nancy, France, Revised Selected Papers, Sep 2014, Nancy, France. pp.132--146
Conference papers hal-01979495v1

Granularité des motifs de co-variation dans des graphes attribués dynamiques.

Elise Desmier , Marc Plantevit , Jean-François Boulicaut
Extraction et Gestion des Connaissances EGC 2014, Jan 2014, Rennes, France. pp.431-442
Conference papers hal-01270736v1
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Sequence Classification Based on Delta-Free Sequential Pattern

Pierre Holat , Marc Plantevit , Chedy Raïssi , Nadi Tomeh , Thierry Charnois et al.
IEEE International Conference on Data Mining, Dec 2014, Shenzhen, China
Conference papers hal-01100929v1

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
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A Method for Characterizing Communities in Dynamic Attributed Complex Networks

Günce Keziban Orman , Vincent Labatut , Marc Plantevit , Jean-François Boulicaut
IEEE/ACM International Conference on Advances in Social Network Analysis and Mining (ASONAM), Aug 2014, Pékin, China. pp.481-484, ⟨10.1109/ASONAM.2014.6921629⟩
Conference papers hal-01011913v1

Granularity of co-Evolution Patterns in Dynamic Attributed Graphs

Elise Desmier , Marc Plantevit , Céline Robardet , Jean-François Boulicaut
The Thirteenth International Symposium on Intelligent Data Analysis IDA 2014, Oct 2014, Leuven, Belgium. pp.84-95
Conference papers hal-01301086v1

Trend Mining in Dynamic Attributed Graphs

Elise Desmier , Marc Plantevit , Céline Robardet , Jean-François Boulicaut
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2013, Sep 2013, Prague, Czech Republic. pp.654-669, ⟨10.1007/978-3-642-40988-2_42⟩
Conference papers hal-01339225v1

When TEDDY meets GrizzLY: Temporal Dependency Discovery for Triggering Road Deicing Operations (Demo)

Céline Robardet , Vasile-Marian Scuturici , Marc Plantevit , Antoine Fraboulet
KDD, Aug 2013, Chicago, IL, United States. pp.1490-1493 ⟨10.1145/2487575.2487706⟩
Conference papers hal-01339189v1

Cohesive Co-Evolution Patterns in Dynamic Attributed Graphs

Elise Desmier , Marc Plantevit , Céline Robardet , Jean-François Boulicaut
Discovery Science - 15th International Conference (DS 2012), Oct 2012, Lyon France. pp.110-124, ⟨10.1007/978-3-642-33492-4_11⟩
Conference papers hal-01353051v1

Extraction de co-variations entre des propriétés de sommets et leur position topologique dans un graphe attribué.

Adriana Bechara Prado , Marc Plantevit , Céline Robardet , Jean-François Boulicaut
Actes Extraction et Gestion de Connaissances EGC'12, Jan 2012, Bordeaux, France. pp.267-278
Conference papers hal-01352957v1

Mining Disjunctive Rules in Dynamic Graphs

Thi Kim Ngan Nguyen , Marc Plantevit , Jean-François Boulicaut
2012 IEEE RIVF International Conference on Computing and Communication Technologies, Research, Innovation, and Vision for the Future (RIVF), Feb 2012, Ho Chi Minh, Vietnam. pp.74-79, ⟨10.1109/rivf.2012.6169829⟩
Conference papers hal-01352944v1

Motifs séquentiels δ-libres

Marc Plantevit , Chedy Raïssi , Bruno Crémilleux
Extraction et gestion des connaissances (EGC'2011), Ali Khenchaf, Pascal Poncelet, Jan 2011, Brest, France
Conference papers hal-00653579v1
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Summarizing Contrasts by Recursive Pattern Mining

Arnaud Soulet , Bruno Crémilleux , Marc Plantevit
IEEE 11th International Conference on Data Mining Workshops (ICDMW), Dec 2011, Vancouver, Canada. pp.1155-1162, ⟨10.1109/ICDMW.2011.161⟩
Conference papers hal-01021980v1

Mining Dominant Patterns in the Sky

Arnaud Soulet , Chedy Raïssi , Marc Plantevit , Bruno Crémilleux
The 11th IEEE International Conference on Data Mining - ICDM 2011, Dec 2011, Vancouver, B.C, Canada
Conference papers inria-00623566v1

Multidimensional Association Rules in Boolean Tensors

Thi Kim Ngan Nguyen , Loic Cerf , Marc Plantevit , Jean-François Boulicaut
11th SIAM International Conference on Data Mining SDM'11, Apr 2011, Phoenix, Arizona, United States. pp.570-581, ⟨10.1137/1.9781611972818.49⟩
Conference papers hal-01354377v1

Extraction sous Contraintes d'Ensembles de Cliques Homogènes

Pierre-Nicolas Mougel , Marc Plantevit , Christophe Rigotti , Olivier Gandrillon , Jean-François Boulicaut et al.
11eme Conference Francophone sur l'Extraction et la Gestion des Connaissances (EGC'11), 2011, Brest, France. pp.1-12
Conference papers hal-00744808v1
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Recursive Sequence Mining to Discover Named Entity Relations

Peggy Cellier , Thierry Charnois , Marc Plantevit , Bruno Crémilleux
9th International Symposium on Intelligent Data Analysis (IDA'10), May 2010, Tucson, Arizona, United States, United States. pp.30-41
Conference papers hal-01016928v1
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Sequential Patterns to Discover and Characterise Biological Relations

Peggy Cellier , Thierry Charnois , Marc Plantevit
11th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing'10), Mar 2010, Iasi, Romania, Romania. pp.537-548
Conference papers hal-01017207v1

Constraint-Based Mining of Sets of Cliques Sharing Vertex Properties

Pierre-Nicolas Mougel , Marc Plantevit , Christophe Rigotti , Olivier Gandrillon , Jean-François Boulicaut et al.
Workshop on Analysis of Complex NEtworks ACNE'10 co-located with ECML PKDD 2010, Sep 2010, Barcelona, Spain. pp.48-62
Conference papers hal-01381539v1

Discovering Inter-Dimensional Rules in Dynamic Graphs

Thi Kim Ngan Nguyen , Loïc Cerf , Marc Plantevit , Jean-François Boulicaut
Workshop on Dynamic Networks and Knowledge Discovery DyNaK'10 co-located with ECML PKDD 2010, Sep 2010, Barcelona, Spain, Spain. pp.1-12
Conference papers hal-01381535v1
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Condensed Representation of Sequential Patterns according to Frequency-based Measures

Marc Plantevit , Bruno Crémilleux
8th International Symposium on Intelligent Data Analysis (IDA'09), Sep 2009, Lyon, France, France. pp.155-166
Conference papers hal-01011587v1
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Multidimensional Data Streams Summarization Using Extended Tilted-Time Windows

Yoann Pitarch , Pascal Poncelet , Anne Laurent , Marc Plantevit
FINA: Frontiers of Information Systems and Network Applications, May 2009, Bradford, United Kingdom. pp.102-106, ⟨10.1109/WAINA.2009.145⟩
Conference papers lirmm-00426480v1

Motifs séquentiels pour l'extraction d'information : illustration sur le problème de la détection d'interactions entre gènes

Marc Plantevit , Thierry Charnois
Actes de la 16ème conférence Traitement Automatique des Langues Naturelles (TALN'09), 2009, France
Conference papers hal-01012300v1
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Fouille de données multidimensionnelles : différentes stratégies pour prendre en compte la mesure

Marc Plantevit , Anne Laurent , Maguelonne Teisseire
EDA: Entrepôts de Données et l'Analyse en ligne, Jun 2008, Toulouse, France. pp.61-76
Conference papers hal-00283433v1
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Fenêtres sur cubes

Yoann Pitarch , Anne Laurent , Marc Plantevit , Pascal Poncelet
BDA: Bases de Données Avancées, Oct 2008, Guilherand-Granges, France
Conference papers lirmm-00324487v1
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Mining Multidimensional Sequential Patterns over Data Streams

Chedy Raïssi , Marc Plantevit
DaWaK 2008 - 10th International Conference on Data Warehousing and Knowledge Discovery, Sep 2008, Turin, Italy. pp.263-272, ⟨10.1007/978-3-540-85836-2_25⟩
Conference papers lirmm-00324432v1
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Up and Down: Mining Multidimensional Sequential Patterns Using Hierarchies

Marc Plantevit , Anne Laurent , Maguelonne Teisseire
DaWaK 2008 - 10th International Conference on Data Warehousing and Knowledge Discovery, Sep 2008, Turin, Italy. pp.156-165, ⟨10.1007/978-3-540-85836-2_15⟩
Conference papers hal-00283442v1

Quelle partition pour les motifs séquentiels multidimensionnels ?

Céline Fiot , Marc Plantevit , Delphine Jouve
LFA'07 : Rencontres Francophones sur la Logique Floue et ses Applications, pp.8
Conference papers lirmm-00196961v1
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Mining Unexpected Multidimensional Rules

Marc Plantevit , Sabine Goutier , Françoise Guisnel , Anne Laurent , Maguelonne Teisseire et al.
DOLAP: Data Warehousing and OLAP, Nov 2007, Lisbonne, Portugal. pp.89-96, ⟨10.1145/1317331.1317347⟩
Conference papers lirmm-00175246v1
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Extraction de Motifs Séquentiels Multidimensionnels Clos sans Gestion d'Ensemble de Candidats

Marc Plantevit , Anne Laurent , Maguelonne Teisseire
EGC: Extraction et Gestion des Connaissances, Jan 2007, Nice, France
Conference papers lirmm-00199036v1
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HYPE: Mining Hierarchical Sequential Patterns

Marc Plantevit , Anne Laurent , Maguelonne Teisseire
DOLAP'06: ACM Ninth International Workshop on Data Warehousing and OLAP, Nov 2006, Arlington, VA, USA, pp.8
Conference papers lirmm-00135019v1
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HYPE : Prise en compte des hiérarchies lors de l'extraction de motifs séquentiels multidimensionnels

Marc Plantevit , Anne Laurent , Maguelonne Teisseire
EDA'06 : Entrepôts de Données et Analyse en ligne, Jun 2006, Versailles, France, pp.155-176
Conference papers lirmm-00135025v1
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M2SP: Mining Sequential Patterns Among Several Dimensions

Marc Plantevit , Yeow Wei Choong , Anne Laurent , Dominique Laurent , Maguelonne Teisseire et al.
PKDD 2005 - 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, Oct 2005, Porto, Portugal. pp.205-216, ⟨10.1007/11564126_23⟩
Conference papers lirmm-00106087v1
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Motifs Séquentiels Multidimensionnels Etoilés

Marc Plantevit , Yeow Wei Choong , Anne Laurent , Dominique Laurent , Maguelonne Teisseire et al.
BDA: Bases de Données Avancées, Oct 2005, Saint-Malo, France
Conference papers lirmm-00106086v1

Local Pattern Detection in Attributed Graphs

Jean-François Boulicaut , Marc Plantevit , Céline Robardet
Solving Large Scale Learning Tasks. Challenges and Algorithms - Essays Dedicated to Katharina Morik on the Occasion of Her 60th Birthday, pp.168-183, 2016, ⟨10.1007/978-3-319-41706-6_8⟩
Book sections hal-02016506v1
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Extraction De Motifs Séquentiels Dans Des Données Multidimensionelles

Marc Plantevit
Informatique [cs]. Université Montpellier II - Sciences et Techniques du Languedoc, 2008. Français. ⟨NNT : ⟩
Theses tel-00319242v1
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Contributions to Pattern Mining in Augmented Graphs

Marc Plantevit
Artificial Intelligence [cs.AI]. Université Claude Bernard Lyon 1, 2018
Habilitation à diriger des recherches tel-01956252v1