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Thesis topic Data science (storage, security, measurement, analysis)

Leveraging Domain Adaptation in Unsupervised Federated Learning

University of Rouen Normandy Thesis

Rouen , Normandie , France

Context Federated learning (FL) enables models to learn from distributed datasets across diverse clients (e.g., edge devices, hospitals, or industrial sites) while maintaining privacy [1]. A major challenge in supervised FL is statistical variabili ...

Scientific expertises : Data science (storage, security, measurement, analysis) - Computer science - Mathematics

Keywords : Federated Learning, Source-Free Domain Adaptation, Class Imbalance, Unsupervised Learning

Ref. ABG-135132

2026-01-15

Thesis topic

Public/private mixed funding

Decision Support, Territorial Resilience & Multi-Criteria Analysis (CONTOURA)

Centre Génie Industriel / IMT Mines Albi Thesis

, Occitanie , France

Scientific expertises : Engineering sciences - Computer science - Data science (storage, security, measurement, analysis)

Keywords : Multi-criteria decision-making, Utility, Preferences, Multi-actor systems, Situational awareness

Ref. ABG-135108

2026-01-14

Thesis topic

Other public funding

Biomechanical impact of menopausal transition on pelvic soft tissues: characterizing and modelling tissue fragility

IMT mines Alès, Mines Saint Etienne (50%/50%) Thesis

Alès , Occitanie , France

Scientific context: Menopause is associated with major changes in soft tissues due to estrogen decline, leading to frequent disorders such as pelvic organ prolapse, urinary incontinence and tissue fragility. Despite t ...

Scientific expertises : Health, human and veterinary medicine - Data science (storage, security, measurement, analysis) - Engineering sciences

Keywords : Menopause, Biomechanics, Soft tissues, Damage, Fracture

Ref. ABG-134924

2026-01-08

Thesis topic

Public/private mixed funding

Optimisation des modèles génératifs augmentés par la recherche pour des applications inclusives

JUNIA Thesis

Lille , Les Hauts de France , France

Le développement de Small Language Models (SLMs) adaptés à l’assistance au service de l’inclusion représente un enjeu majeur pour garantir la confidentialité, la souveraineté des données et ...

Scientific expertises : Computer science - Digital - Data science (storage, security, measurement, analysis)

Keywords : Large Language Models, Small Language Models, LLM, SLM, IA générative, Analyse multimodale, Inclusion

Ref. ABG-134678

2025-12-04

Thesis topic

Public funding alone (i.e. government, region, European, international organization research grant)

Exploitation des modèles vision-langage pour l’analyse du comportement utilisateur dans un contexte inclusif

JUNIA Thesis

, Les Hauts de France , France

Les modèles vision-langage ont démontré leur capacité de description sémantique des contenus image et vidéo. Les avancées récentes permettent à ces modèles de résoudre des pr ...

Scientific expertises : Computer science - Digital - Data science (storage, security, measurement, analysis)

Keywords : Vision par ordinateur, IA générative, Analyse multimodale, Inclusion

Ref. ABG-134623

2025-12-01

Thesis topic

Public funding alone (i.e. government, region, European, international organization research grant)

How to ensure sufficient data richness for the estimation of stochastic dynamical systems in finite time?

Centre de Recherche en Automatique de Nancy ( CRAN ) Thesis

, Grand Est , France

For most real-world dynamical systems, input–output models are developed for control, optimization, prediction, or diagnosis. However, the system dynamics are often unknown. Data-driven modeling, combining system identification and machine learn ...

Scientific expertises : Data science (storage, security, measurement, analysis) - Engineering sciences

Keywords : Data, Modeling, System identification, Machine Learning, Data informativity, Linear time invariant system, Linear parameter varying system

Ref. ABG-134446

2025-11-18

Thesis topic

Public funding alone (i.e. government, region, European, international organization research grant)