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SAB
2010
Springer
187views Optimization» more  SAB 2010»
15 years 2 months ago
Learning Robot-Environment Interaction Using Echo State Networks
Learning robot-environment interaction with echo state networks (ESNs) is presented in this paper. ESNs are asked to bootstrap a robot’s control policy from human teacher’s dem...
Mohamed Oubbati, Bahram Kord, Günther Palm
IJCNN
2006
IEEE
15 years 10 months ago
Local Support Vector Regression for Financial Time Series Prediction
— We consider the regression problem for financial time series. Typically, financial time series are non-stationary and volatile in nature. Because of its good generalization p...
Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. ...
CCGRID
2005
IEEE
15 years 10 months ago
Supporting the dynamic grid service lifecycle
This paper presents an architecture and implementation for a dynamic OGSA-based Grid service architecture that extends GT3 to support dynamic service hosting - where to host and r...
Jon B. Weissman, Seonho Kim, Darin England
TON
1998
107views more  TON 1998»
15 years 4 months ago
Migrating sockets--end system support for networking with quality of service guarantees
—We present an end system architecture designed to support networking with quality of service (QoS) guarantees. The protocol processing component of the architecture, called Migr...
David K. Y. Yau, Simon S. Lam
CVPR
2004
IEEE
16 years 6 months ago
Bayesian Face Recognition Using Support Vector Machine and Face Clustering
In this paper, we first develop a direct Bayesian based Support Vector Machine by combining the Bayesian analysis with the SVM. Unlike traditional SVM-based face recognition metho...
Zhifeng Li, Xiaoou Tang