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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

Automatic quantification of Dry Eye Disease

Université de Bretagne Occidentale Thesis

, Bretagne , France

Quantification automatique de la sècheresse oculaire Automatic quantification of Dry Eye Disease As our environment and lifestyle evolve, more people are suffering from dry eye disease. According to a recent study, this syndrome affects a ...

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

Keywords : Deep Learning, Dry Eye,

Ref. ABG-134932

2026-01-08

Thesis topic

Cifre

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)

Communications D2D Mesh en 5G/6G pour environnements dégradés : optimisation de l’accès au canal, de la gestion des ressources et de la résilience réseau

Université Gustave Eiffel Thesis

Champs sur marne , Ile-de-France , France

Contexte et objectifs L’émergence des réseaux 5G et 6G ouvre la voie à des architectures de communication plus flexibles et résilientes, capables de fonctionner même en l’absence d’infrastructure ...

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

Ref. ABG-134482

2025-11-20

Thesis topic

Cifre

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)