TY  - BOOK
AU  - Chow,Tommy W.S.
AU  - Cho,Siu-Yeung
TI  - Neural networks and computing: learning algorithms and applications 
T2  - Series in electrical and computer engineering
SN  - 9781860949692
AV  - QA76.87 .C48 2007eb
U1  - 006.3/2 22
PY  - 2007///
CY  - London, Singapore, Hackensack, NJ
PB  - Imperial College Press, Distributed by World Scientific
KW  - Neural networks (Computer science)
KW  - Machine learning
KW  - Computer programming
KW  - Neural Networks, Computer
KW  - Algorithms
KW  - Réseaux neuronaux (Informatique)
KW  - Programmation (Informatique)
KW  - Algorithmes
KW  - Apprentissage automatique
KW  - computer programming
KW  - aat
KW  - algorithms
KW  - COMPUTERS
KW  - Neural Networks
KW  - bisacsh
KW  - fast
KW  - Electronic books
N1  - Some online versions lack accompanying media packaged with the printed version; Includes bibliographical references (pages 291-304) and index; Introduction -- Learning performance and enhancement -- Generalization and performance enhancement -- Basis function networks for classification -- Self-organizing maps -- Classification and feature selection -- Engineering applications
N2  - This book covers neural networks with special emphasis on advanced learning methodologies and applications. It includes practical issues of weight initializations, stalling of learning, and escape from a local minima, which have not been covered by many existing books in this area. Additionally, the book highlights the important feature selection problem, which baffles many neural networks practitioners because of the difficulties handling large datasets. It also contains several interesting IT, engineering and bioinformatics applications
UR  - https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=516737
ER  -