Liang Ding received the M.S. degree from Nanjing Normal University, in 2008, majoring in cartography and geographical information system. He is currently pursuing the Ph.D. degree with the College of Computer and Information, Hohai University, Nanjing, China. His current research interests include machine learning and data mining.