Educational Background


Ph.D. 1992

Mention: Très honorable (First Class Honors)

Field: Computer Science

Place: Grenoble University, France

PhD Dissertation in Artificial Intelligence / Machine Learning

Topic: “Multivariate Sampling of Corpora for Markovian Models and Introduction to Uncertain Reasoning in Natural Language Processing”.


D.E.A. (Diplôme d’Études Approfondies) (M.Sc.)

Field: Computer Science and Applied Mathematics

Place: CRISS Laboratory, Grenoble University, France

Topic: “Representative Sampling and Prediction in Hidden Markov Models: Application to Part-of-Speech Tagging for NLP”


Bachelor of Science

Field: Mathematics, Option Operations Research

Place: University of Science and Technology, USTHB, Algiers, Algeria