معرفی
Dr. Alioune Ngom is a Professor and Graduate Program Chair at the School of Computer Science, University of Windsor. He holds a Ph.D. in Computer Science from the University of Ottawa with additional graduate degrees in the field. Dr. Ngom founded Genesis Genomics Inc. and maintains affiliations with this organization.
His research spans multiple interdisciplinary domains with primary focus areas including:
- Bioinformatics and computational biology (DNA microarray analysis, mitochondrial genomics)
- Machine learning applications (clustering, classification, neural networks)
- Network optimization (wireless mobile networks, scheduling)
- Computational methods in biomedicine (protein structure prediction, drug discovery)
Recent publications demonstrate strong focus on AI integration in life sciences, particularly graph neural networks for drug discovery and multi-modal learning frameworks. Publication trends show increasing emphasis on transformer architectures, trustworthy AI systems, and clinical applications of deep learning. Dr. Ngom mentors graduate students as evidenced by his role as Graduate Program Chair.
