Elisa Fromont Centre de recherche IRISA/INRIA ba D152 Orange 263 Avenue du Général Leclerc Bâtiment 12 F, Campus de Beaulieu 35042 Rennes, FRANCE Tel : +33 (0)2 99 84 73 14 Fax : +33 (0)2 99 84 71 71 Mail :  elisa.fromont AT irisa.fr

History:

Since September 2017, I am a professor at Rennes 1 University in Rennes, France. I work at the IRISA lab in the INRIA LACODAM team.
From 2008 until 2017, I was associate professor at Jean Monnet University in Saint-Etienne, France. I worked at the Hubert-Curien Lab in the Data Intelligence team.
In 2016-2017, I was in charge of the "Culture Scientifique Technique and Industrielle" (Industrial, Technical and Scientific Culture) for the University Jean Monnet of Saint-Etienne.
I received my Research Habilitation (HDR) in December 2015 from the University of Saint-Etienne.
From 2006 until 2008 I was a postdoctoral researcher in the Machine Learning group of the Katholieke Universteit Leuven, Belgium.
I received my PhD in December 2005 from Rennes 1 University.

Research domains :

• Machine Learning for Fraud and Anomaly Detection
• Semantic Scene Labeling with Deep Learning

Results by Damien Fourure on the Cityscape dataset for BMVC 2017 (Gridnet)



• Graph Mining for object tracking in videos (with RAG), celular automata analysis and image classification (with grids)

Some of the results/datasets obtained/used in this project are available HERE.



• Inductive Databases
• Inductive Logic Programming

Projects:

• FUI project MIVAO "Montagne Innovante, Vision et Apprentissage par Ordinateur" (2017-2020): member
• ANR project LIVES "Leaning with Interacting Views" (2015-2019): member
• ANR project SoLSTiCe "Similarity of locally structured data in computer vision" (2014-2018): coordinator until 2017 (then member)
• EU FP7 PASCAL2 European Network of Excellence (2008-2013): member
• ANR project SATTIC "Strings and Trees for Thumbnail Images Classification" (2008-2011): member
• ANR project Bingo 2 "Knowledge Discovery For and By Inductive Queries in post-genomic applications" (2008-2011): member
• EU/IST: Project IQ: Inductive Queries for Mining Patterns and Models (2005-2008): member (post-doc)

Student Co-supervisions:

• Kevin Bascol (PhD, CIFRE) 2016-? on deep learning for anomaly detection in ski-lift videos.
• Guillaume Metzler (PhD, CIFRE) 2016-? on fraud detection in highly unbalanced data.
• Romain Deville (PhD, ANR) 2014-? on grid mining for image and video analysis.
• Damien Fourure (PhD, UJM), 2014-2017 on semantic scene labeling with deep learning.
• Fabien Diot (PhD, CIFRE) 2011-2014 on graph mining for object tracking in videos.
• Hoang-Tung Tran (PhD, USTH), 2010-2014 on pattern mining to generate visual features for automatic tag correction in videos.
• Taygun Kekec (PhD, UJM), 2013-2014 on semantic scene labeling with deep learning.
• Master 2: Gregory Martin (INSA 2018), Kevin Bascol (WI 2016), Yimei Liu (WI/TSE 2015), Romain Deville (INSA, 2014), Imtiaz Ziko (CIMET 2014), Shihong Zhang (CIMET 2013), Adrien Martins (WI 2012), Basura Fernando (CIMET 2011), Fabien Diot (WI 2010).
• Master 1: Muaz Twaty (MLDM 2018), Emin Avci (MLDM, 2016), Dawood Al Chanti (MLDM 2015), Oriel Frigo (CIMET 2012), Michaël Perrot (WI 2012), Basura Fernando (CIMET 2010), Mathias Gybels (WI 2010), Floriant Ballas (WI 2009), Christopher Grand (WI 2009).

Conference Organisations:

• Journal track chair of ECML/PKDD 2018 (The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases)
• Co-Demo chair of ECML/PKDD 2016
• Co-Program chair and local organizer of IDA 2015
• Co-Proceedings chair of ECML/PKDD 2014
• Poster and Video Chair of IDA 2014
• Co-Local organizer of CAP 2014
• Co-Publicity Chair of ECML/PKDD 2013
• Co-Chair Workshop "Bases de donnÈes inductives", AFIA 2007

PhD Committees:

• Romain Deville, Lyon le 30/05/2018 (co-directrice)
• Bastien Moysset, Lyon, le 28/05/2018 (rapportrice)
• Géraud Le Falher, Lille, le 16/04/2018 (examinatrice)
• Quentin Bateux, Rennes, le 12/02/2018 (examinatrice, présidente)
• Ouadie Gharroudi, Lyon, le 21/12/2017 (examinatrice, présidente)
• Damien Fourure, Saint-Etienne le 12/12/2017 (co-encadrante)
• Van-Tinh TRAN, Lyon, le 11/07/2017 (examinatrice)
• Pauline Wauquier, Lille, le 29/05/2017 (examinatrice)
• Maxime Gasse, Lyon le 13/01/2017 (examinatrice)
• Binod Bhattarai, Caen le 16/12/2016 (rapportrice)
• Michaël Perrot, Saint-Etienne le 13/12/2016 (examinatrice)
• Thomas Janssens, Leuven (Belgium) le 20/11/2015 (rapportrice)
• Behrooz Omidvar-Tehrani, Grenoble le 06/11/2015 (examinatrice)
• Hoang-Tung Tran, Saint-Etienne le 17/07/2014 (co-encadrante)
• Fabien Diot, Saint-Etienne le 3/06/2014 (co-encadrante)
• Jean-Philippe Peyrache, Saint-Etienne le 11/07/2014 (examinatrice)
• Winn Voravuthikunchai, Caen le 11/12/2013 (examinatrice)
• Amani Boumaiza, Nancy le 20/05/2013 (examinatrice)
• Adriana Prado, Antwerpen (Belgium) le 14/12/2009 (examinatrice)

PhD Monitoring Committees: Jérémie Sublime (Paris) les 14/11/2014 et 20/10/2015, Yann Dauxais (Rennes) le 21/10/2016, Mohamed Ali Hammal (Lyon) le 30/04/2017, Maxime CHABERT (Lyon) les 11/04/2017 et 2/06/2017, Tuan Nguyen (Annecy) le 21/06/2017, Jean-Jacques Ponciano (Saint-Etienne) le 17/05 2017, Julien Tissier, Jordan Fréry, Carlos Arango, Dennis Diefenbach (Saint-Etienne) le 12/07/2017.

Reviews:

• Guest Editorial Board for the Machine Learning Journal (MLJ) and
  Data Mining Journals (DMKD) (2013, 2014, 2015, 2016, 2017)
• ECML/PKDD '08, '09, '10, '11, '12, '13, '14 '15 '16 '17 ("European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases")
• KDD 2015 & 2016 ("ACM SIGKDD Conference on Knowledge Discovery and Data Mining")
• NIPS 2016 ("Conference on Neural Information Processing Systems")
• CVPR 2015 ("IEEE Conference on Computer Vision and Pattern Recognition.")
• ICDM 2014 ("IEEE International Conference on Data Mining")
• IDA '07,'08 '09, '10, '12, '13, '14 '16 '17 (senior PC) ("Intelligent Data Analysis"),
• TIP ("IEEE Transactions on Image Processing") (2014 et 2016)
• TMM ("IEEE Transactions on Multimedia") (2014)
• IJCAI 2016 ("International Joint Conference on Artificial Intelligence") & IJCAI 2013 (senior reviewer)
• ICDE 2013 ("IEEE International Conference on Data Engineering")
• PAAA (" Pattern Analysis and Applications Journal ") (2011 et 2012)
• TKDE ("IEEE Transactions on Knowledge and Data Engineering")
• DKE ("Data & Knowledge Engineering")
• KAIS ("Knowledge and Information Systems")
• ICPRAM '11, '12 ("International Conference on Pattern Recognition Applications and Methods").
• ASONAM '10 et '12 ("International Conference on Advances in Social Networks Analysis and Mining")
• LML Workshop 2013 ("Languages for Data Mining and Machine Learning")
• SIAM DM '09, 10 ("SIAM International Conference on Data Mining")