Research

I do my research in the SemLIS team (Semantics, Logics, Information Systems for Data-User Interaction), which is part of the scientific department “Data and Knowledge Management” (Département 7) at IRISA.

Research interests

• Data mining
  • Pattern Mining, Formal Concept Analysis, Itemset mining, Sequence mining, Graph mining
• Natural Language Processing
  • Information extraction
• Software Engineering
  • Debugging

Research Projects

• Current projects
  • FUI project REUs
  • ANR project PEGASE
• Past projects
  • ANR project IDFRAud
  • ANR project Hybride
  • ANR project BINGO2

Other

• SDMC: http://tal.lipn.univ-paris13.fr/sdmc/
  • Extraction of sequential patterns (in particular from texts)
  • Presentation “Journée Motifs” (in French) [presentation]

Dissimination

• Organization commitee member of several conferences: TALN 2018, EGC 2014
• Co-organization chair of ICFCA 2017
• Co-organizer of workshop DMNLP (2014, 2015, 2016, 2017)
• Program chair of ICFCA 2013, RJC 2018
• Reviewer for journals (.., DA), PC member (..,ICFCA, CLA, ECML/PKDD, IJCAI, EKAW), senior PC for EGC
• Member of editorial board of ICFCA
• [2019] Workshop and tutorial co-chairs for ECML/PKDD 2019 (with Kurt Driessens)
• [2014-..] Member of “Conseil de laboratoire” at IRISA
• [2011-..] Member of “Composante IRISA” at INSA
• [2018-..] In charge of the Irisa Ph.D. students in the committee in charge of all temporary recruitments (“Commission Personnel”) at Inria Rennes-Bretagne Atlentique/IRISA
  • In french: Chargée de mission “Doctorants et Doctorantes” pour l’IRISA
• [2019-..] Secrétaire de la revue TAL

Collaborations with Postdoct/Engineer

• [2018-2019] Ludovic Jean-Baptiste (FUI project REUs)
• [2017-2018] Pegah Alizadeh (FUI project REUs)
• [2015-2017] Pierre Maillot (ANR project IDFRAud)
• [2011-2012] Nicolas Béchet (ANR project Hybride)
• [2011-2012] Solen Quiniou

Students

• Phd
  • [2021-] Julie Boudebs
    • Animal welfare : characterizing the diversity between and within livestock farming situations with data mining methods used on information from dairy herd sensors
    • Co-advised with Sébastien Ferré
  • [2020-] Josie Signe
    • Animal welfare : characterizing the diversity between and within livestock farming situations with data mining methods used on information from dairy herd sensors
    • Co-advised with Christine Largouet, Yannick Lecozler, Véronique Masson, Alexandre Termier
  • [2020-] Hugo Ayats
    • De la prédiction à l’automatisation avec une IA explicable et centrée-utilisateur – application à la construction de graphes de connaissances à partir de textes
    • Co-advised with Sébastien Ferré
  • [2018-2021] Francesco Bariatti
    • Semantic Lifting of Complex Data by Hypergraph Compression – Stylistics in the usage of computer languages
    • Co-advised with Sébastien Ferré
  • [2015-2018] Clément Gautrais
    • Détection et caractérisation de comportements utilisateurs : application à l’étude de rythmes complexes dans la grande distribution
    • Co-advised with Thomas Guyet, René Quiniou and Alexandre Termier
• Master 2
  • [2021] Antoine Cellier
  • [2021] Aymen Bazouzi
  • [2021] Vanessa Fokou
  • [2020] Josie Signe
  • [2020] Thibaud Balem
  • [2020] Hugo Ayats
  • [2018] Erwan Bourrand
  • [2016] Aurélien Fleuriot
  • [2015] Clément Gautrais
• Master 1
  • [2021] Adrien Paillé
  • [2019] Josie Signe
  • [2019] Sophie Bouvry
  • [2017] Hedi-Théo Sahraoui
  • [2016] Djiby Diallo
  • [2014] Vlad Alexandru Vasile
  • [2010] Jonathan Liaboeuf
• Licence 3
  • [2019] Naima Mazari
  • [2019] Nicolas Fouqué
  • [2018] Grégoire Pacreau
  • [2017] Melaine Boué
  • [2016] Hedi-Théo Sahraoui
  • [2011] Adrian Bona