TY  - BOOK
AU  - Lam,H.K..
AU  - Ling,S.H
AU  - Nguyen,H.T..
TI  - Computational intelligence and its applications: evolutionary computation, fuzzy logic, neural network and support vector machine techniques
SN  - 1848166915
PY  - 2012///
PB  - World Scientific Publishing Co. Pte. Ltd.
KW  - Computer science
KW  - Artificial Intelligence/Machine Learning
N1  - Chapter, Lesson, Part; Part 1: Evolutionary computation and its applications; Chapter, Lesson, Part; Chapter 1: Maximal margin algorithms for pose estimation; Chapter, Lesson, Part; Chapter 2: Polynomial modeling in a dynamic environment based on a particle swarm optimization; Chapter, Lesson, Part; Chapter 3: Restoration of half-toned color-quantized images using particle swarm optimization with multi-wavelet mutation; Chapter, Lesson, Part; Part 2: Fuzzy logics and their applications; Chapter, Lesson, Part; Chapter 4: Hypoglycemia detection for insulin-dependent diabetes mellitus: Evolved fuzzy inference system approach; Chapter, Lesson, Part; Part 3: Neural networks and their applications; Chapter, Lesson, Part; Chapter 5: Study of limit cycle behavior of weights of perceptron; Chapter, Lesson, Part; Chapter 6: Artificial neural network modeling with application to nonlinear dynamics; Chapter, Lesson, Part; Chapter 7: Solving eigen-problems of matrices by neural networks; Chapter, Lesson, Part; Chapter 8: Automated screw insertion monitoring using neural networks: A computational intelligence approach to assembly in manufacturing; Chapter, Lesson, Part; Part 4: Support vector machines and their applications; Chapter, Lesson, Part; Chapter 9: On the applications of heart disease risk classification and hand-written character recognition using support vector machines; Chapter, Lesson, Part; Chapter 10: Nonlinear modeling using support vector machine for heart rate response to exercise; Chapter, Lesson, Part; Chapter 11: Machine learning-based nonlinear model predictive control for heart rate response to exercise; Chapter, Lesson, Part; Chapter 12: Intelligent fault detection and isolation of HVAC system based on online support vector machine; Cover, Title,Computational intelligence and its applications: evolutionary computation, fuzzy logic, neural network and support vector machine techniques--Preface, Introduction, TOC,Preface--Preface, Introduction, TOC,Contents--References, Appendix, Index,Index
UR  - http://portal.igpublish.com/iglibrary/search/WSPCB0002641.html
ER  -