Frédéric Flouvat

Associate professor in computer science and data scientist, Ph.D., Habilitation thesis (HDR)

Phd Students Supervision

  • Etienne Tack (2021-): "Development of hybrid multi-agent systems guided by data science, and applications in environmental monitoring". Financed by: ANRT and Insight company (CIFRE, Industrial Agreements for Training through Research). Supervision: co-supervision with Jean-Marie Fotsing and Gilles Enée (University of New Caledonia)
  • Jannai Tokotoko (2017-): "Big data and data science for environmental ressources monitoring". Financed by: Caledonian government. Supervision: co-supervision (15%) with Nazha Selmaoui-Folcher (University of New Caledonia), Hugues Lemonnier (IFREMER) and Benoit Soulard (IFREMER).
  • Cyril François (2018-2019): "Multivariate time series analysis for a better management of renewable energy production". Financed by: French Ministry of Higher Education and Research. Supervision: co-supervision (25%) with Nazha Selmaoui-Folcher (University of New Caledonia), Dominique Gay (University of Reunion Island) and Jean Diatta (University of Reunion Island).
  • Zhi Cheng (2014-2018): "Mining recurrent patterns in a dynamic attributed graph: Application on aquaculture pond monitoring by satellite images". Financed by: French Ministry of Higher Education and Research. Supervision: co-supervision (30%) with Nazha Selmaoui-Folcher (University of New Caledonia).
  • Jérémy Sanhes (2011-2014): "Contribution to spatio-temporal data mining: application to the study of erosion". Financed by: project FO.S.T.ER.. Supervision: co-supervision (40%) with Nazha Selmaoui-Folcher (University of New Caledonia) and Jean-François Boulicaut (INSA Lyon - LIRIS).
  • Hugo Alatrista Salas (2009-2012): "Extraction of spatio-temporal relationships from environmental and health data". Financed by: Languedoc-Roussillon Region and University of New Caledonia. Supervision: co-supervision (20%) with Sandra Bringay (University of Montpellier), Nazha Selmaoui-Folcher (University of New Caledonia) and Maguelonne Teisseire (IRSTEA - Tetis)

Conference and Workshop Organization

  • 1st International Workshop on Agricultural and Environmental Information and Decision Support Systems. In conjunction with the International Conference on Computational Science and its Applications (ICCSA 2013), June 24-27, 2013, in Ho Chi Minh City, Vietnam.
  • Workshop FOSTA (Spatio-temporal data mining and applications). In conjuction with the french-speaking conference on knowledge extraction (Extraction et Gestion des Connaissance, EGC), 19 january 2013, Toulouse, France.
  • Workshop Data Analysis and Health Care. 23 may 2010, Noumea, New Caledonia.
  • Workshop ILO (Integration, interrogation and analysis of LOgs). In conjuction with the french-speaking conference Inforsid, 27 may 2008, Fontainebleau, France.
  • SPECIF 2005 : Licences and Masters in Computer Science. 20-21 january 2005, Clermont-Ferrand, France.
  • French-speaking conference on knowledge extraction (Extraction et Gestion des Connaissance, EGC). 20-23 january 2004, Clermont-Ferrand, France.

Editorial Board Member

  • Special issue on Information and Decision Support Systems for Agriculture and Environment, Ecological Informatics journal (Elsevier, impact factor: 1.961), 2014.

    Sandro Bimonte (Irstea, Clermont-Ferrand, France), François Pinet (Irstea, Clermont-Ferrand, France), Andre Miralles (Irstea, Montpellier, France) and Frederic Flouvat (University of New Caledonia, New Caledonia).

Reviewer for

  • Journal Knowledge-Based Systems, Journal on Knowledge and Information Systems, WIREs Data Mining and Knowledge Discovery, International Journal of Agricultural and Environmental Information Systems, Ecological Informatics journal, Geoinformatica, Journal of Digital Earth, Journal of Intelligent Information Systems, and Journal Studia Informatica Universalis.
  • IJCAI, PAKDD, IEEE ICDM, DEXA, ISMIS, DS, PRICAI, ADMA, SIMBig, ICCSA, EGC, BDA, SAGEO, EFITA, and COSI.