Xiu-cai Ye received her Ph.D. degree from the Graduate School of Systems and Information Engineering, University of Tsukuba, Japan. She is now an associate professor in the Department of Computer Science at the University of Tsukuba, Japan. Her research interests include machine learning and data analysis.