معرفی
Shengrui Wang is a Full Professor in the Department of Computer Science at the University of Sherbrooke, specializing in data mining, pattern recognition, and machine learning with applications spanning bioinformatics, business intelligence, and image analysis.
His academic credentials include:
- D.E.A. from Université Joseph Fourier (1986)
- Ph.D. in Sciences from Institut National Polytechnique de Grenoble (1989)
Professor Wang develops statistical and structural approaches for clustering/classification of high-dimensional and complex data (sequences, trees, graphs), addressing challenges in similarity measures, cluster number determination, outlier identification, and graph comparison. His work integrates fuzzy logic, neural networks, and statistical analysis for symbolic processing like hypothetical reasoning.
Applied research includes the CLUSS server for global protein sequence analysis, web community identification systems, business intelligence through socio-economic data mining, radar target detection (boats/oil spills), road extraction in satellite imagery, and intelligent environment activity recognition.
