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Maguelonne
TEISSEIRE
 Research Professor - INRAE
TETIS Lab. Departement of Information System |
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- Pattern and Itemset mining, Time constraint
- Semantic Web, Text Mining, Spatio-temporal Data Mining
- Member of the Spatial Information and Data Mining Research Group MISCA at TETIS (UMR AgroParisTech - Cirad - CNRS - INRAE)
• MOOD project (H2020) - 2020-2024 [leader: R. Lancelot]
• BEYOND project ( (ANR PPR) - 2021-2026 [leader: C. Morris]
• HERELLES project (ANR) - 2020-2024 [leader: P. Gancarski]
Publications
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 Professor -INRAE 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 Students (Ph.D)
- Hugo Deléglise (2021)
- Thesis: "
Food security prediction from heterogeneous data"
- Topic: Multimodal Data Mining
- Univ. Montpellier
- Rodrique Kafando (2021)
- Thesis: "Multimodal Data Mining for Smart Cities"
- Topic: Multimodal Data Mining
- Univ. Montpellier
- Jacques Fize (2019)
- Thesis: "Matching Heterogeneous Textual Data Using
Spatial Information"
- Topic: Text Mining
- Univ. Montpellier
- Lynda Khiali (2019)
- Thesis: " Remote Sensing Images "
- Topic: Data Mining
- Univ. Montpellier
- Sarah Zenasni (2018)
- Thesis: " Spatial Text Mining in Short Messages"
- Topic: Text Data Mining
- Univ. Montpellier
- Claude Flamand (2015)
- Thesis: " French Biomedical Ontology Enrichment"
- Topic: Data Mining and Dengue Fever
in Guyana
- Univ. Univ. Paris Sud
- Juan Antonio Lossio (2015)
- Thesis: " French Biomedical Ontology Enrichment"
- Topic: Biomedical Data Mining
- Univ. Montpellier
- Mickael Fabregue (2014)
- Thesis: " Partially Ordered Patterns, Application to Hydrobiological Data"
- Topic: Data Mining
- Univ. Strasbourg
- Hugo Alatrista Salas (2013)
- Thesis: " Spatio-temporal Sequential Pattern Mining"
- Topic: Data Mining
- Univ. Montpellier II, France and Univ. New Caledonia
- Hai Nhat Phan (2013)
- Thesis: "Moving Object Mining"
- Topic: Data Mining
- Univ. Montpellier II, France
- 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
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