User

Marc Plantevit

From LRDE

Marc Plantevit


Short Bio

I have been a professor at EPITA and member of LRDE since January 2022. Before joining EPITA, I was an associate professor at University Claude Bernard Lyon 1 for twelve years, leading Data Mining & Machine Learning research group in LIRIS lab (UMR CNRS 5205) during 2 years. I received received the PhD degree in computer science in 2008 from the University of Montpellier, which I did under the supervision of Maguelonne Teisseire and Anne Laurent in LIRMM Lab. My research is mainly concerned with foundation of data mining, graph mining, subgroup discovery and explainable artificial intelligence. I am on the editorial board of Data Mining and Knowledge Discovery Journal.

News

Research Interests

Data Mining, Machine Learning, Artificial Intelligence, Data Science, knowledge Discovery in Databases

  • Explainable Artificial Intelligence (Explaining GNN decision, Explaining Recommendations, ...)
  • Foundation of data mining
  • Constraint-based pattern mining
  • (attributed|dynamic) graph mining
  • Sequences / Time Series
  • Subgroup Discovery / Exceptional Model Mining

Current Projects

Service

Program Committees

  • ECMLPKDD: 2022(JT), 2021, 2020, 2019, 2018, 2017, 2016, 2015, 2014, 2013, 2012
  • IDA: 2022, 2021, 2019, 2018, 2017, 2016, 2015
  • IEEE ICDM: 2021
  • DSAA: 2021
  • SIAM DM: 2022, 2021, 2020, 2019, 2018, 2017
  • IJCAI: 2022, 2021, 2020, 2017, 2015, 2013
  • EGC (French Conference): 2022 (SPC), 2021 (SPC), 2020 (SPC), 2019 (SPC), 2018, 2017, 2016, 2015, 2014, 2013, 2012, 2011

Software

Datasets

PhD Students

  • Luca Veyrin-Forrer, on GNN explainability with Céline Robardet (INSA Lyon) and Stefan Duffner (INSA Lyon) (since 2019)
  • Léonard Tschora, on Electricity price forecasting, with Céline Robardet (INSA Lyon) (since 2020)
  • Jean-Baptiste Guimbaud, Machine Learning and Exposome, with Rémy Cazabet (Univ. Lyon 1) and Léa Maitre (ISGlobal, Barcelona), since 2021

Former PhD Students

Publications

Up-to-date publication lists available on: