Abstract: In this paper, we propose a recursive variant of the Parzen kernel density estimator (KDE) to track changes of dynamic density over data streams in a nonstationary environment. In stationary ...

School of Microelectronics, Northwestern Polytechnical University, 127 Youyi West Road, Xi’an, Shaanxi 710072, People’s Republic of China ...