Dr. Ouiem Bchir obtained her Ph.D. from the University of Louisville, KY, USA. Her research interests are spectral and kernel clustering, pattern recognition, hyperspectral image analysis, local distance measure learning, and unsupervised and semi-supervised machine learning techniques. She received the University of Louisville Dean’s Citation, the University of Louisville CSE Doctoral Award, and the Tunisian presidential award for the electrical engineering diploma.