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ICIC
2005
Springer
16 years 8 days ago
Orthogonal Forward Selection for Constructing the Radial Basis Function Network with Tunable Nodes
Abstract. An orthogonal forward selection (OFS) algorithm based on the leaveone-out (LOO) criterion is proposed for the construction of radial basis function (RBF) networks with tu...
Sheng Chen, Xia Hong, Chris J. Harris
ICML
1996
IEEE
16 years 7 months ago
Toward Optimal Feature Selection
In this paper, we examine a method for feature subset selection based on Information Theory. Initially, a framework for de ning the theoretically optimal, but computationally intr...
Daphne Koller, Mehran Sahami
ICANN
2007
Springer
16 years 28 days ago
Input Selection for Radial Basis Function Networks by Constrained Optimization
Input selection in the nonlinear function approximation is important and difficult problem. Neural networks provide good generalization in many cases, but their interpretability is...
Jarkko Tikka
COCOON
2007
Springer
16 years 28 days ago
Online Interval Scheduling: Randomized and Multiprocessor Cases
We consider the problem of scheduling a set of equal-length intervals arriving online, where each interval is associated with a weight and the objective is to maximize the total we...
Stanley P. Y. Fung, Chung Keung Poon, Feifeng Zhen...
ISQED
2010
IEEE
103views Hardware» more  ISQED 2010»
16 years 2 days ago
Thermal-aware job allocation and scheduling for three dimensional chip multiprocessor
- In this paper, we propose a thermal-aware job allocation and scheduling algorithm for three-dimensional (3D) chip multiprocessor (CMP). The proposed algorithm assigns hot jobs to...
Shaobo Liu, Jingyi Zhang, Qing Wu, Qinru Qiu