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Pascal Poncelet

39
Documents
Identifiants chercheurs

Présentation

Je suis Professeur à l'[Université deŽ Montpellier](http://www.umontpellier.fr/) Je suis actuellement Responsable du groupe de recherche autour de la Fouille de Données (projet [Advanse](http://www.lirmm.fr/recherche/equipes/advanse)) Depuis 1996, je m'intéresse aux problèmes du KDD (Knowledge Discovery in Databases / Extraction de Connaissances dans les Bases de Données) et plus particulièrement sur la définition de nouveaux algorithmes liés à l'extraction de différents types de motifs (séquences, arbres, graphes). Vous pouvez consulter mon site internet ici : [http://www.lirmm.fr/~poncelet/ ](http://www.lirmm.fr/~poncelet/) Voici quelques unes de mes thématiques de recherche : Incremental mining, Data streams, Schema mining, Privacy mining, Time constraint, Pattern Mining, Opinion Mining, Web Usage Mining, Semantic Web, Text Mining, DNA array mining, Text Mining, Sensor Mining, Trajectory mining, Tweet Mining, Spatio-Temporal Mining, etc.

Publications

dino-ienco

VERTIGo: A Visual Platform for Querying and Exploring Large Multilayer Networks

 Erick Cuenca , Arnaud Sallaberry , Dino Ienco , Pascal Poncelet
IEEE Transactions on Visualization and Computer Graphics, 2022, 28 (3), pp.1634-1647. ⟨10.1109/TVCG.2021.3067820⟩
Article dans une revue lirmm-03738618v1
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Mining Frequent Subgraphs in Multigraphs

 Vijay Ingalalli , Dino Ienco , Pascal Poncelet
Information Sciences, 2018, 451-452, pp.50-66. ⟨10.1016/j.ins.2018.04.001⟩
Article dans une revue lirmm-01761235v1
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Local Community Detection in Multilayer Networks

 Roberto Interdonato , Andrea Tagarelli , Dino Ienco , Arnaud Sallaberry , Pascal Poncelet
Data Mining and Knowledge Discovery, 2017, ECML PKDD Conference 2017, 31 (5), pp.1444-1479. ⟨10.1007/s10618-017-0525-y⟩
Article dans une revue lirmm-01705312v1
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A graph-based approach to detect spatiotemporal dynamics in satellite image time series

 Fabio N. Güttler , Dino Ienco , Jordi Nin , Maguelonne Teisseire , Pascal Poncelet
ISPRS Journal of Photogrammetry and Remote Sensing, 2017, 130, pp.92-107. ⟨10.1016/j.isprsjprs.2017.05.013⟩
Article dans une revue lirmm-01541930v1
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Leveraging efficient indexing schema to support multigraph query answering

 Dino Ienco , Vijay Ingalalli , Pascal Poncelet
Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, 2016, 21 (3), pp.53-74. ⟨10.3166/isi.21.3.53-74⟩
Article dans une revue lirmm-01399606v1
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Combining transductive and active learning to improve object-based classification of remote sensing images

 Fábio Nór Güttler , Dino Ienco , Pascal Poncelet , Maguelonne Teisseire
Remote Sensing Letters, 2016, 7 (4), pp.358-367. ⟨10.1080/2150704X.2016.1142678⟩
Article dans une revue lirmm-01275515v1
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Spatio-temporal data classification through multidimensional sequential patterns: Application to crop mapping in complex landscape

 Yoann Pitarch , Dino Ienco , Elodie Vintrou , Agnès Bégué , Anne Laurent
Engineering Applications of Artificial Intelligence, 2015, 37, pp.91-102. ⟨10.1016/j.engappai.2014.09.001⟩
Article dans une revue lirmm-01239175v1
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A contribution to the discovery of multidimensional patterns in healthcare trajectories

 Elias Egho , Nicolas Jay , Chedy Raïssi , Dino Ienco , Pascal Poncelet
Journal of Intelligent Information Systems, 2014, 42 (2), pp.283 - 305. ⟨10.1007/s10844-014-0309-4⟩
Article dans une revue hal-01094377v1
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Animitex : Analyse d'Images fondée sur des Informations Textuelles

 Mathieu Roche , Maguelonne Teisseire , Bruno Crémilleux , Pierre Gancarski , Christian Sallaberry
Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, 2014, 19 (3), pp.163-167. ⟨10.3199/ISI.18.1.1⟩
Article dans une revue lirmm-01054924v1
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Visual Querying of Large Multilayer Graphs

 Erick Cuenca Pauta , Arnaud Sallaberry , Dino Ienco , Pascal Poncelet
SSDBM: Scientific and Statistical Database Management, Jul 2018, Bozen-Bolzano, Italy. pp.32-34, ⟨10.1145/3221269.3223027⟩
Communication dans un congrès lirmm-01847422v1
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Node-Centric Community Detection in Multilayer Networks with Layer-Coverage Diversification Bias

 Roberto Interdonato , Andrea Tagarelli , Dino Ienco , Arnaud Sallaberry , Pascal Poncelet
CompleNet, Mar 2017, Dubrovnik, Croatia. pp.57-66, ⟨10.1007/978-3-319-54241-6_5⟩
Communication dans un congrès lirmm-01912004v1
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SuMGra: Querying Multigraphs via Efficient Indexing

 Vijay Ingalalli , Dino Ienco , Pascal Poncelet
DEXA 2016 - 27th International Conference on Database and Expert Systems Applications, Sep 2016, Porto, Portugal. pp.387-401, ⟨10.1007/978-3-319-44403-1_24⟩
Communication dans un congrès lirmm-01362431v1

Local community detection in multilayer networks

 Roberto Interdonato , Andrea Tagarelli , Dino Ienco , Arnaud Sallaberry , Pascal Poncelet
ASONAM, Aug 2016, San Francisco, United States. pp.1382-1383
Communication dans un congrès hal-02605181v1
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RetweetPatterns: Detection of Spatio-Temporal Patterns of Retweets

 Tomy Rodrigues , Tiago Cunha , Dino Ienco , Pascal Poncelet , Carlos Soares
4th World Conference on Information Systems and Technologies (WorldCIST), Mar 2016, Recife, Brazil. pp.879-888, ⟨10.1007/978-3-319-31232-3_83⟩
Communication dans un congrès lirmm-01362428v1
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Querying RDF Data Using A Multigraph-based Approach

 Vijay Ingalalli , Dino Ienco , Pascal Poncelet , Serena Villata
EDBT 2016 - 19th International Conference on Extending Database Technology, Mar 2016, Bordeaux, France. pp.245-256, ⟨10.5441/002/edbt.2016.24⟩
Communication dans un congrès lirmm-01245146v1
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Multilayer Graph Edge Bundling

 Romain Bourqui , Dino Ienco , Arnaud Sallaberry , Pascal Poncelet
IEEE Pacific Visualization Symposium (PacificVis), Apr 2016, Taipei, Taiwan. pp.184-188, ⟨10.1109/PACIFICVIS.2016.7465267⟩
Communication dans un congrès lirmm-01304602v1
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Layer-Centered Approach for Multigraphs Visualization

 Denis Redondo , Arnaud Sallaberry , Dino Ienco , Faraz Zaidi , Pascal Poncelet
19th International Conference Information Visualisation (IV), Jul 2015, Barcelone, Spain. pp.50-55, ⟨10.1109/iv.2015.20⟩
Communication dans un congrès lirmm-01275379v1
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Mining Multi-Relational Gradual Patterns

 Nhat Hai Phan , Dino Ienco , Donato Malerba , Pascal Poncelet , Maguelonne Teisseire
SDM 2015 - 15th SIAM International Conference on Data Mining, Apr 2015, Vancouver, Canada. pp.846-854, ⟨10.1137/1.9781611974010.95⟩
Communication dans un congrès lirmm-01239187v1
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Towards the use of sequential patterns for detection and characterization of natural and agricultural areas

 Fabio N. Güttler , Dino Ienco , Maguelonne Teisseire , Jordi Nin , Pascal Poncelet
15th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU), Jul 2014, Montpellier, France. pp.97-106, ⟨10.1007/978-3-319-08795-5_11⟩
Communication dans un congrès hal-02600411v1
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Contextual Itemset Mining in DBpedia

 Julien Rabatel , Madalina Croitoru , Dino Ienco , Pascal Poncelet
LD4KD: Linked Data for Knowledge Discovery, Sep 2014, Nancy, France. pp.27-36
Communication dans un congrès lirmm-01076887v1
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Détection de changements dans des flots de données qualitatives

 Dino Ienco , Albert Bifet , Bernhard Pfahringer , Pascal Poncelet
14e Journées Internationales Francophones sur l'Extraction et la Gestion des Connaissances (EGC), Jan 2014, Rennes, France. pp.517-520
Communication dans un congrès hal-01556565v1
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Exploring high repetitivity remote sensing time series for mapping and monitoring natural habitats — A new approach combining OBIA and k-partite graphs

 Fabio N. Güttler , Samuel Alleaume , Christina Corbane , Dino Ienco , J. Nin
IEEE International Symposium on Geoscience and Remote Sensing (IGARSS), Jul 2014, Quebec City, Canada. pp.3930-3933, ⟨10.1109/IGARSS.2014.6947344⟩
Communication dans un congrès hal-02108532v1
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Change detection in categorical evolving data streams

 Dino Ienco , Albert Bifet , Bernhard Pfahringer , Pascal Poncelet
29th Annual ACM Symposium on Applied Computing (SAC), Mar 2014, Gyeongju, South Korea. pp.792-797, ⟨10.1145/2554850.2554864⟩
Communication dans un congrès hal-02600407v1
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Knowledge-free table summarization

 Dino Ienco , Yoann Pitarch , Pascal Poncelet , Maguelonne Teisseire
15th International Conference, DaWaK 2013, Aug 2013, Prague, Czech Republic. pp.122-133, ⟨10.1007/978-3-642-40131-2_11⟩
Communication dans un congrès hal-02599585v1
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Mining Representative Movement Patterns through Compression

 Nhat Hai Phan , Dino Ienco , Pascal Poncelet , Maguelonne Teisseire
PAKDD 2013 - 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Apr 2013, Gold Coast, Australia. pp.314-326, ⟨10.1007/978-3-642-37453-1_26⟩
Communication dans un congrès lirmm-00798072v1
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Mining Fuzzy Moving Object Clusters

 Nhat Hai Phan , Dino Ienco , Pascal Poncelet , Maguelonne Teisseire
ADMA 2012 - 8th International Conference on Advanced Data Mining and Applications, Dec 2012, Nanjing, China. pp.100-114, ⟨10.1007/978-3-642-35527-1_9⟩
Communication dans un congrès lirmm-00798148v1

Vers une méthode automatique de construction de hiérarchies contextuelles

 Dino Ienco , Yoann Pitarch , Pascal Poncelet , Maguelonne Teisseire
EGC: Extraction et Gestion des Connaissances, 2012, Bordeaux, France. pp.335-346
Communication dans un congrès lirmm-00798254v1
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How to Extract Relevant Knowledge from Tweets?

 Flavien Bouillot , Nhat Hai Phan , Nicolas Béchet , Sandra Bringay , Dino Ienco
International Workshop on Information Search, Integration, and Personalization (ISIP), Oct 2012, Sapporo, Japan. pp.111-120, ⟨10.1007/978-3-642-40140-4_12⟩
Communication dans un congrès lirmm-00798662v1
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Healthcare trajectory mining by combining multidimensional component and itemsets

 Elias Egho , Chedy Raïssi , Dino Ienco , Nicolas Jay , Amedeo Napoli
ECML-PKDD 2012, Sep 2012, Bristol, United Kingdom. p. 116 - p. 127
Communication dans un congrès hal-00801813v1
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Towards an Automatic Construction of Contextual Attribute-Value Taxonomies

 Dino Ienco , Yoann Pitarch , Pascal Poncelet , Maguelonne Teisseire
27th International Symposium on Applied Computing (SAC), Mar 2012, Riva del Garda, Trento, Italy. pp.113-118, ⟨10.1145/2245276.2245301⟩
Communication dans un congrès lirmm-00798075v1
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Extracting Trajectories through an Efficient and Unifying Spatio-Temporal Patten Mining System

 Nhat Hai Phan , Dino Ienco , Pascal Poncelet , Maguelonne Teisseire
ECML PKDD 2012 - Joint European Conference on Machine Learning and Knowledge Discovery in Databases, Sep 2012, Bristol, United Kingdom. pp.820-823, ⟨10.1007/978-3-642-33486-3_55⟩
Communication dans un congrès lirmm-00732662v1
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Mining Time Relaxed Gradual Moving Object Clusters

 Nhat Hai Phan , Dino Ienco , Pascal Poncelet , Maguelonne Teisseire
20th ACM International Conference on Advances in Geographic Information Systems (SIGSPATIAL), Nov 2012, Redondo Beach, United States. pp.478-481, ⟨10.1145/2424321.2424394⟩
Communication dans un congrès lirmm-00798076v1
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French Presidential Elections: What are the most Efficient Measures for Tweets?

 Flavien Bouillot , Pascal Poncelet , Mathieu Roche , Dino Ienco , Elnaz Bigdeli
PLEAD: Proceedings of the Workshop Politics, Elections and Data, 2012, Maui, United States. pp.23-30, ⟨10.1145/2389661.2389669⟩
Communication dans un congrès lirmm-00801028v1
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Healtcare Trajectory Mining by Combining Multi-dimensional Component and Itemsets

 Elias Egho , Dino Ienco , Nicolas Jay , Amedeo Napoli , Pascal Poncelet
NFMCP: New Frontiers in Mining Complex Patterns, Sep 2012, Bristol, United Kingdom. ⟨10.1007/978-3-642-37382-4_8⟩
Communication dans un congrès lirmm-00732661v1
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Visual Querying and Exploring of Large Multilayer Graphs

 Erick Cuenca Pauta , Arnaud Sallaberry , Dino Ienco , Pascal Poncelet
VIS, Oct 2018, Berlin, Germany. IEEE, Conference on Scientific Visualization, Information Visualization and Visual Analytics, 2018
Poster de conférence lirmm-01912384v1
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Querying RDF Data: A Multigraph Based Approach

 Vijay Ingalalli , Dino Ienco , Pascal Poncelet
Olivier Pivert. NoSQL Data Models • Trends and Challenges, 1, ISTE–WILEY, 2018, Base de données et Big Data • Databases and Big Data, 9781786303646. ⟨10.1002/9781119528227.ch5⟩
Chapitre d'ouvrage lirmm-01910660v1

Process for identifying rare events

 Renaud Cezar , Dino Ienco , André Mas , Florent Masseglia , Pascal Poncelet
United States, Patent n° : EP13153512A; EP2014051963W. 2013
Brevet lirmm-00913008v1
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Presidential Election 2012: How French politicians tweet?

 Flavien Bouillot , Dino Ienco , Stan Matwin , Pascal Poncelet , Mathieu Roche
RR-12011, 2012
Rapport lirmm-00688651v1
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SumGra: Mining Frequent Subgraphs in Multigraphs

 Vijay Ingalalli , Dino Ienco , Pascal Poncelet
2019, ⟨swh:1:dir:0abf419bfe6e335edc1fe1626a167a373e0c195a;origin=https://hal.archives-ouvertes.fr/lirmm-02136558;visit=swh:1:snp:a7665a030cc9f0877fd3103c3b02db69abd20325;anchor=swh:1:rev:11651125345aefdd4503aab2db8bbedc1d7edcaa;path=/⟩
Logiciel lirmm-02136558v1