Multi-omic and Clinical Knowledge Graphs for Sepsis 2024-2030

Workpackage W6 Mathematical modelling, Intelligent health, data analytics, digital twin AnR IHU Sepsis

2 ongoing projects :

• Semantic-based graph neural networks learning from multiomics data for Sepsis.

  GNN-based Embedding, Explainability, Neuro-Symbolic Learning, Reasoning, Uncertainty, Infectious Disease
• Argumentative-based Reasoning for Patient Profiling.

  Formal Argumentation, Diagnosis, Large Language Models

Ontology Alignment Approaches for Energy Models Project in the context of RiseGrid Institute 2026-2029

Learning from Images 2023-2026

• Approaches for High-Fidelity Novel View Synthesis: Project Anrt Amadeus Sophia-Antipolis phd thesis
• Semantic and Explanation of Video Anomaly Detection: Project SystemX IRT Postdoc SMD

Machine Learning Approaches for Sub-surface Geological Heterogeneous Sources Anrt Schlumberger phd thesis 2019-2023

NER, Domain-Specific Language Model, Large Language Model

Graph Distribution 2017-2020 DBLP Link

Multimodal Learning from Multi-Relational Graphs 2014-2020 DBLP Link

• Social web integration in recommendation systems: Project Anrt Wepingo phd thesis DBLP Link
• Digital Identity Discovery and Reconciliation for Human Resources Management: Project Anrt MindMatcher phd thesis

  Reconciliation, Disambiguation, Entity Linking, Link Prediction, Multilingual Processing, Big Five personality traits

Automatic Composition of Semantic Web Services Handling User Constraints jointly supervised PhD project ENSI Tunis DBLP Link 2006-2009