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
Former PhD Students
- Corentin Lonjarret, Sequential recommendation and explanations, with Céline Robardet (2018-2021)
- Adnene Belfodil, Exceptionnel Model Mining for Behavioral Data Analysis, with Philippe Lamarre and Sylvie Cazalens (2016-2019)
- Anes Bendimerad, Mining Useful Patterns in Attributed Graphs with Céline Robardet (2016-2019)
- Elise Desmier, Co-evolution Patterns in Dynamic Graphs with Jean-François Boulicaut (2011-2014)
- Kim T. Ngan Nguyen, Generalizing association rules in n-ary relations : application to dynamic graph analysis with Jean-François Boulicaut (2010-2014)
Publications
Up-to-date publication lists available on: