Abstract. Internet traffic prediction plays a fundamental role in network design, management, control, and optimization. The self-similar and non-linear nature of network traffic m...
Hanghang Tong, Chongrong Li, Jingrui He, Yang Chen
An important problem in intelligent environments is how the system can identify and model usersā activities. This paper describes a new technique for identifying correlations be...
Two Dimensional Linear Discriminant Analysis (2DLDA) has received much interest in recent years. However, 2DLDA could make pairwise distances between any two classes become signiļ...
Abstractā This paper presents a novel support vector regression (SVR) network for ļ¬nancial time series prediction. The SVR network consists of two layers of SVR: transformation...
Virtual avatars in many applications are constructed manually or by a single speech-driven model which needs a lot of training data and long training time. Itās an essential pro...