Josiane Mothe Professeur - Système d'information, Big Data, Recherche d'information, Exploration d'information et Apprentissage automatique Téléphone : +33(0)5 61 55 64 44 |
Propositions de thèses, stages et post-doc Post-doc : recherche d'information, data mining et machine learning. Thèse : apprentissage profond, apprentissage automatique, appliqué aux domaines médical et agriculture, sécurité, fouille de réseaux sociaux. Stages (bac+2, L, M) : Stages en lien ou non avec des entreprises dans les thèmes de la recherche d'information, la fouille de données, l'apprentissage automatique, réseaux de neurones, intelligence artificielle, machine learning appliqués. Intéressé-e par ces thèmes ? |
Doctoral supervision: Supervision of 21 theses, of which 20 defended (1 per year on average).
Master's theses: Supervision of 2 students per year on average.
Among the many Master students I have supervised, I would like to underline the attractiveness of the research I carry out by the application of scholarship students:
Past Post-Doc |
IR/IC: International peer Reviewed/Conference ; NR/NC: National peer Reviewed/Conference; O: Other
Thi Bich Ngoc Hoang (since 2016):
Information dissemination in social networks.
Publications: 2 IC, 2 IR, 1 NC.
Md Zia Ullah (2019-2022):
Applied machine learning and deep learning to solve problems in Information retrieval and Natural language processing.
Publications: 6 IC, 4 IR.
PhD theses in progress |
IR/IC: International peer Reviewed/Conference ; NR/NC: National peer Reviewed/Conference; O: Other
Tianyi Li (since 2020):
In-flight turbulence prediction.
Supervision ratio: 50%.
Publications: 1 IC.
Defended PhD theses |
IR/IC: International peer Reviewed/Conference ; NR/NC: National peer Reviewed/Conference; O: Other
Md Siddiqur Rahman (2019-2022):
Deep learning for conflict resolution between aircraft en route - two complementary approaches.
Supervision ratio: 70%.
Publications: 4 IC, 2 IR.
=> Engineer at Sogeti Toulouse.
Oihana Coustié (2018-2021):
Anomaly detection model in application connection logs.
Supervision ratio: 50%.
Publications: 2 IC, 2 NC.
=> Engineer at Airbus.
Clément Lejeune (2018-2021):
Functional anomaly detection model.
Supervision ratio: 50%.
Publications: 1 IR, 1 NC.
Ismat Ara Reshma (2018-2021):
CNN image segmentation model for cancer detection.
Supervision ratio: 50%.
Publications: 2 IC, 3 IR, 1 NC.
Nathalie Neptune (2017-2022):
Monitoring deforestation from satellite images.
Supervision ratio: 70%.
Publications: 1 NR, 4 NC.
=> ATER at University of Toulouse.
Faneva Ramiandrisoa (2017-2020):
Detection of depressed people from social networks.
Supervision ratio: 100%.
Publications: 3 IC, 7 NC.
Sonia Mejbri (2016-2019):
Deep neural networks for image-based cancer detection.
Supervision ratio: 50%.
Publications: 2 IC.
Thi Bich Ngoc Hoang (2015-2018):
Information dissemination, information and knowledge extraction in social networks.
Supervision ratio: 100%.
Publications: 3 IR, 3 IC, 3 NC.
Jonathan Louëdec (2013-2016):
Recommendation systems and incremental learning.
Supervision ratio: 33%.
Publications: 2 NR, 1 IC, 4 NC.
=> Engineer at CDiscount.
Liana Ermakova (2012-2016):
Contextualisation of short texts.
Supervision ratio: 100%.
Publications: 1 IR, 1 NR, 14 IC, 2 NC.
=> Lecturer at University of Brest.
Adrian Chifu (2011-2015):
Disambiguation of queries in an information retrieval system.
Supervision ratio: 100%.
Publications: 3 IR, 4 IC, 7 NC.
=> Assistant professor at University of Marseille.
Anthony Bigot (2011-2014):
Adapting search engines to queries.
Supervision ratio: 50%.
Publications: 2 IR, 1 NR, 2 NC, 3 O.
Damien Dudognon (2010-2014):
Recommendation systems.
Supervision ratio: 50%.
Publications: 1 IR, 4 IC, 2 NC, 3 O.
=> Research engineer at OverBlog.
Léa Laporte (2010-2013):
Document Scheduling in IR and Machine Learning.
Supervision ratio: 50%.
Publications: 2 IR, 2 NR, 3 IC, 7 NC, 3 O.
=> Senior lecturer at INSA Lyon.
Joelson Randriamparany (2008-2012):
Contextual information retrieval: adapting search engines.
Supervision ratio: 100%.
Publications: 1 IC, 2 NC.
=> University assisant in Madagascar.
Bachelin Ralalason (2006-2010):
Using ontologies for context representation in information retrieval.
Supervision ratio: 50 %.
Publications: 2 IR, 1 NR, 4 IC, 2 IN.
=> University research engineer.
Yael Champclaux (2005-2009):
Definition of a graph-based model in information retrieval.
Supervision ratio: 30%.
Publications: 2 IC, 2 NC.
Désiré Kompaoré (2004-2008):
Contextual information retrieval: difficult queries and system fusion.
Supervision ratio: 100%.
Publications: 1 NR, 4 IC, 5 NC, 1 O.
=> Independant consultant.
Nathalie Hernandez (2002-2005):
Using ontology-based domain representation for information retrieval.
Publications: 1 IR, 3 NR, 2 O, 4 IC, 3 NC.
=> Senior lecturer at University of Toulouse.
Anis Ben Ammar (1999-2003):
Combining information mining and information retrieval techniques for query reformulation and user profiling.
Supervision ratio: 80%.
Publications: 1 IR,3 IC, 2 NC.
=> Associate professor at University of Sfax.