She gained a B.Sc. Degree in Computation from UMIST in 1993, and a PhD from the Manchester Metropolitan University in 1998. She is currently a senior lecturer and researcher in computing department in Manchester Metropolitan University, UK. Her research interests: fuzzy decision trees, Dialogue systems, rule induction, biologically inspired algorithms, and data mining