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Maguelonne
TEISSEIRE
Research Professor -
Irstea
TETIS Lab. Departement of Information System & LIRMM Lab. Department of Computer Science |
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| Home | Research | Industrial collaboration | Team
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GeoDOC'2012
Geospatial Information and Documents - PAKDD Workshop, May 29, 2012, Kuala Lumpur, Malaysia
Geospatial Information and Documents - PAKDD Workshop, May 29, 2012, Kuala Lumpur, Malaysia
Main Edition Activities:
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New Methods and
Application This book provides an overall view of the recent solutions for mining, and also explores new kinds of patterns. This book offers theoretical frameworks and presents challenges and their possible solutions concerning pattern extractions, emphasizing both research techniques and real-world applications (mining patterns, multi-relational and multidimensional pattern mining, fuzzy data mining, data streaming, incremental mining...) Successes and New
Directions in Data Mining
This book addresses existing solutions for data mining, with particular emphasis on potential real-world applications. Capturing defining research on topics such as fuzzy set theory, clustering algorithms, semi-supervised clustering, modeling and managing data mining patterns, and sequence motif mining. Journal of Intelligent Information Systems The seven papers in this special issue focus on Mining Spatio-Temporal Data. The special issue evolved from a successful workshop organized in conjunction with the 2006 PKDD conference, but the special issue was open to the whole community. |
- Interests : Knowledge Discovery and Data Mining
• Incremental mining, Data streams, Schema mining, Privacy mining, Time constraint, Itemset mining
• Semantic Web, Text Mining, Soft Mining, Spatio-temporal data mining
- Lab: TETIS (UMR AgroParisTech - Cirad - Irstea), LIRMM (UMR 5509 - CNRS & UM2)
- Head of the Spatial Information and Data Mining Research
Group SISO
at TETIS
- Member of the Team-Project TATOO
Knowledge and Data Extraction at LIRMM
- Head of the RNTL project «Contexte Bourse » with the Prism Laboratory (Versailles) and Thalès, Firstinvest and Elseware compagnies (Web Usage Mining, 2001- 2002)
- Head of the industrial collaboration with EDF (The main electricity generation and distribution company in France, Multidimensional data, 2007-2008), Axiliance (Fraud Detection, 2007, Contrat Etat-Région), KEOSIA (Medical data , 2006, Languedoc Roussillon Incubation), Airtist (Web mining, 2006, Languedoc Roussillon Incubation), BPSolar (Default detection, 2003 - 2004)
- Member of the industrial collaboration with Albert Inc (Data Mining, 2000) ,CIMM Informatique (Object modeling, 1996)
Here are the most recent papers I've been working on with my current collaborateurs
- Sandra Bringay
(Associate Professor)
- Dino Ienco (Researcher)
- Pascal Poncelet (Full Professor)
- Mathieu
Roche (Associate Professor)
- Ph.D. students
- Hugo Alatrista Salas: Spatio-temporal Data Mining
- Hai
Nhat Phan: Moving Object Mining
- Claude Flamand: Epidemiology Mining
- Mickael Fabregue: Patterns and FCA, Application to
Hydrological Data
- Master Students
- Sabiha Tahrat
- Visiting
- Eyke Hüllermeier (July 2007)
- Jian Pei (July 2008)
- Jordi Nin Guerrero (Feb-April 2009)
- Torben Bach Pedersen (June 2009)
- Corrado Loglisci (Jan-Fevruary 2012)
In Computer Science Department - Ingenierie School Polytech'Montpellier
- Relationnal Database
- Conceptual Modeling of Database
- Object Relationnal Database
- Data Mining
Maguelonne Teisseire received
a Ph.D. degree in Computing Science from the Méditerranée University,
France, in 1994. Her research interests focused on behavioral modeling
and design. In 1995- 2008, she was
an Assistant Professor of Computer Science
and Engineering in Montpellier II University and Polytech’Montpellier,
France. She headed the Data Mining Group at the LIRMM
Laboratory Lab, Montpellier, France, from 2000 to 2008. She
is
currently
a
Research
Director
-
Cemagref
and
she
joined
the
TETIS
lab in March 2009.
Her research interest focus on advanced data mining approaches when considering that data are time ordered. Particularly, she is interested in text mining and sequential patterns. Her research takes part on different projects supported by either National Government (RNTL) or regional project. She has published numerous papers in refereed journals and conferences either on behavioral modeling or data mining.
Her research interest focus on advanced data mining approaches when considering that data are time ordered. Particularly, she is interested in text mining and sequential patterns. Her research takes part on different projects supported by either National Government (RNTL) or regional project. She has published numerous papers in refereed journals and conferences either on behavioral modeling or data mining.
Graduated Ph.D. students
- Cecile Low-Kam (2010)
- Thesis: "Etude probabiliste et statistique des grandes bases de données"
- Topic: Statistics and Data Mining
- Univ. Montpellier II, France
- Lisa Di Jorio (2010)
- Thesis: "Recherche de motifs graduels et application aux données médicales"
- Topic: Health and Data Mining
- Univ. Montpellier II, France
- Paola Salle (2010)
- Thesis: "Les motifs séquentiels pour les puces ADN"
- Topic: Ontology and Health Mining
- Univ. Montpellier II, France
- Marc Plantevit (2008)
- Thesis: "Extraction de Motifs Séquentiels Dans des Données Multidimensionnelles"
- Topic: Multidimentional Mining
- Univ. Montpellier II, France
- Céline Fiot (2007)
- Thesis: "Extraction de séquences fréquentes : des données numériques aux valeurs manquantes"
- Topic: fuzzy sequential mining
- Univ. Montpellier II, France
- Federico Del Razo Lopez (2007)
- Thesis: "Recherche de sous-structures arborescentes ordonnées fréquentes au sein de bases de données semi-structurées"
- Topic: tree mining
- Univ. Montpellier II, France
- Simon Jaillet (2005)
- Thesis: " Catégorisation Automatique de Documents Textuels : D'une Représentation Basée sur les Concepts aux Motifs Séquentiels "
- Topics: text mining, sequential patterns
- Univ. Montpellier II, France
- Pierre
Alain Laur (2004)
- Thesis: "Données semi structurées : découverte, maintenance et analyse de tendances"
- Topics: schema mining, trends detection, web content mining
- Univ. Montpellier II, France
- Florent Masseglia (2002)
- Thesis: "Algorithmes et applications pour l’extraction de motifs séquentiels dans le domaine de la fouille de données : de l’incrémental au temps réel"
- Topics: sequential patterns, web mining, incremental mining, real time mining.
- Univ. Versailles Saint Quentin, France
- Mickaël Fabrègue: Hierarchical Skylines and Sequential Patterns. Univ. Montpellier II, France. Grad date: September 2011
- Elise Desmier: Mining from Radar Data. INSA Toulouse, France. Grad date: June 2011
- Elder Capacho: Hierarchical Skylines and Sequential Patterns. Univ. Montpellier II, France. Grad date: June 2010
- Tassadit Bouadi Topics: skylines. Univ. Montpellier II, France. Grad date: June 2009
- Julien Rabatel Topic: mining from data sensor. Univ.
Montpellier
II,
France. Grad date: June 2008
- Lisa Di Jorio Topic: ontology mining. Univ. Montpellier II, France. Grad date: June 2007
- Cécile Low Kam Topic: mining and statistics. Univ. Montpellier II, France. Grad date: June 2007
- Delphine Jouve Topic: multidimensional mining. Univ. Montpellier II, France. Grad date: June 2007
- Mesbahi Larbi Topic: text mining. Univ. Montpellier II, France. Grad date: June 2006
- Haoyuan Li Topics: sequential patterns and bordur. Univ. Montpellier II, France. Grad date: June 2006
- Chedy Raissi Topics: sequential patterns, data stream. Univ. Montpellier II, France. Grad date: june 2005
- Marc Plantevit Topics: sequential patterns, multidimensional data. Univ. Montpellier II, France. Grad date: June 2005
- Celine Fiot Topics: sequential patterns, fuzzy logic. Univ. Montpellier II, France. Grad date: June 2004
- Renaud Baraër Topics: P2P, Schema matching. Univ. Montpellier II, France. Grad date: June 2003
- Simon Jaillet Topics: sequential patterns, text mining. Univ. Montpellier II, France. Grad date: June 2001
- Bennouas Toufik Topics: Markov chain. Univ. Montpellier II. Grad date: June 2000
- Pierre Alain Laur. Topics: schema mining, web content mining. Grad date: June 2000
- Florent Masseglia. Topics: sequential patterns, web usage mining. Univ. Montpellier II. Grad date: June 1998
- Bennouas Toufik Topics: Markov chain. Univ. Montpellier II. Grad date: June 2000
- Guest Editor:
- "Successes and New Directions in Data Mining"
(with P. Poncelet, LGI2P, Nîmes and F. Masseglia, Inria, Sophia
Antipolis) Information Science Reference, ISBN-13:
978-1599046457, ISBN-10: 1599046458 (2008).
- "Data Mining Patterns: New Methods and Applications" (with P. Poncelet, LGI2P, Nîmes and F. Masseglia, Inria, Sophia Antipolis) Information Science Reference, ISBN-13: 978-1599041629, ISBN-10: 1599041626 (October 2007).
- Special issue « Mining Spatio-Temporal Data» of JIIS Journal of Intelligent Information Systems (with Gennady Andrienko, FhG AIS, Germany, Donato Malerba, University of Bari, Italy and Michael May, FhG AIS, Germany), Kluwer Academic Publishers, Volume 27, Number 2, September 2006
- Program Committees: PAKDD
2011,
PAAMS11,
ICSDM
2011,
DEXA
2011,
PKDD'10,
Discovery
Science'10, IDA'10, ICDM'10, Discovery
Science'09, IDA'09, DEXA'09, EPIA'09, ICDM'08, ECML/PKDD'2007 Discovery Challenge, XVIième
Conférence
Nationale INFORSID'98, des journées
sur l'Extraction et la Gestion des Connaissances EGC
(2002..2011), des journées Bases de données avancées BDA'2004,
ISI Journal (Ingénierie des Systèmes d'Information), des journées
Entrepôts de Données et l’Analyse en ligne EDA
(2004 .. 2011), revue internationale Information - Interaction -
Intelligence (I3) (http://www.revue-i3.org/)
- Reviewer: Pattern Recognition Letters, IEEE Transactions on Knowledge and Data Engineering, IEEE Transactions on Fuzzy Systems, Journal of Intelligent Information Systems (JIIS), Information Sciences (Elsevier), Data & Knowledge Engineering (DKE) Journal, Revue d’Intelligence Artificielle (RIA), TSI (Techniques et Sciences Informatique), édition HERMES, Object-Oriented Information Systems (OOIS'03) - LNCS, Very Large Databases (VLDB'99), Database and Expert Systems Applications (DEXA'97) - LNCS, Advanced Information Systems Engineering (CAiSE'97) - LNCS, Entity/Relationship (ER'95) – LNCS, FLAIRS 2005, SAC 2005.
- Head of Information System and Knowledge Discovery Group
at TETIS (Since 2009)
- Head of Computer Science Dept at University of Montpellier II (2006 – 2008)
- Head of Data Mining Group at LIRMM (2000 – 2008).
- Member of the Scientific Committee at LIRMM
- Member of the 'Commission de Spécialistes' - CNU 27
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