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ISNN
2005
Springer
14 years 3 months ago
Internet Traffic Prediction by W-Boost: Classification and Regression
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
EUSAI
2003
Springer
14 years 3 months ago
Correlating Sensors and Activities in an Intelligent Environment: A Logistic Regression Approach
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...
Fahd Al-Bin-Ali, Prasad Boddupalli, Nigel Davies, ...
ICPR
2008
IEEE
14 years 4 months ago
Boosting performance for 2D Linear Discriminant Analysis via regression
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...
Nam Nguyen, Wanquan Liu, Svetha Venkatesh
IJCNN
2008
IEEE
14 years 4 months ago
Financial time series prediction using a support vector regression network
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...
Boyang Li, Jinglu Hu, Kotaro Hirasawa
ICMCS
2005
IEEE
78views Multimedia» more  ICMCS 2005»
14 years 3 months ago
Partial Linear Regression for Audio-Driven Talking Head Application
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. Itā€™s an essential pro...
Chao-Kuei Hsieh, Yung-Chang Chen