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ESANN
2006
13 years 9 months ago
On the selection of hidden neurons with heuristic search strategies for approximation
Abstract. Feature Selection techniques usually follow some search strategy to select a suitable subset from a set of features. Most neural network growing algorithms perform a sear...
Ignacio Barrio, Enrique Romero, Lluís A. Be...
IJCNN
2006
IEEE
14 years 2 months ago
Leave-One-Out Cross-Validation Based Model Selection Criteria for Weighted LS-SVMs
Abstract— While the model parameters of many kernel learning methods are given by the solution of a convex optimisation problem, the selection of good values for the kernel and r...
Gavin C. Cawley
ICC
2008
IEEE
14 years 2 months ago
Serial Search Based Code Acquisition in the Cooperative MIMO Aided DS-CDMA Downlink
— In this paper we investigate a realistic code acquisition assisted cooperative Non-Coherent (NC) Multiple-Input Multiple-Output (MIMO) DS-CDMA downlink scenario, when communica...
Seung Hwan Won, Kyungchun Lee, Lajos Hanzo
ICC
2007
IEEE
115views Communications» more  ICC 2007»
14 years 2 months ago
Distortion Exponents for Different Source-Channel Diversity Achieving Schemes over Multi-Hop Channels
— The performance limits of multimedia systems combining source (multiple description) coding and channel coding with user cooperation diversity over multi-hop channels is studie...
Karim G. Seddik, Andres Kwasinski, K. J. Ray Liu
IPPS
2006
IEEE
14 years 2 months ago
On the probability distribution of busy virtual channels
A major issue in modelling the performance merits of interconnection network is dealing with virtual channels. Some analytical models chose not to deal with this issue at all i.e....
Nasser Alzeidi, Ahmad Khonsari, Mohamed Ould-Khaou...