معرفی
Catherine COMBES is an Assistant Professor at the University Jean Monnet Saint-Etienne, affiliated with the Laboratoire Hubert Curien UMR CNRS 5516 and its Machine Learning Team. Her research bridges Artificial Intelligence and Healthcare Systems through applications of Data Mining, Complex Data Analysis, and Probabilistic Modeling.
- PhD in Computer Science (1994, University of Clermont-Ferrand)
- Specializes in Amoroso family distributions for financial and healthcare data
Her work spans Deep Learning for elderly autonomy modeling, Network-on-Chip optimization, and Operational Research in surgical scheduling. Publications include 15+ journal and conference contributions since 2000, with a 2006 best paper award in healthcare engineering.
Scientific Contributions:
- Developed Generalized Extreme Value models for surgical durations
- Created UML-statechart tools for dialysis unit simulation
- Integrated constraint programming for endoscopy scheduling
- Advanced Markov Chain applications in geriatric care
Current affiliations include Laboratoire Hubert Curien, where she applies 4th-parameter Generalized Gamma Distributions to stock returns and medical data.
