Chemometrics

From Basics to Wavelet Transform

Foo-Tim Chau, Yi-Zeng Liang, Junbin Gao, Xue-Guang Shao

316 pages, parution le 30/04/2004

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Résumé

Wavelet Transformations and Their Applications in Chemistry pioneers a new approach to classifying existing chemometric techniques for data analysis in one and two dimensions, using a practical applications approach to illustrating chemical examples and problems. Written in a simple, balanced, applications-based style, the book is geared to both theorists and non-mathematicians.

This text emphasizes practical applications in chemistry. It employs straightforward language and examples to show the power of wavelet transforms without overwhelming mathematics, reviews other methods, and compares wavelets with other techniques that provide similar capabilities. It uses examples illustrated in MATLAB codes to assist chemists in developing applications, and includes access to a supplementary Web site providing code and data sets for work examples. Wavelet Transformations and Their Applications in Chemistry will prove essential to professionals and students working in analytical chemistry and process chemistry, as well as physical chemistry, spectroscopy, and statistics.

L'auteur - Foo-Tim Chau

Foo-Tim Chau, PhD, is a Professor in the Department of Applied Biology and Chemical Technology at Hong Kong Polytechnic University.

L'auteur - Yi-Zeng Liang

Yi-Zeng Liang, PhD, is a Professor in the College of Chemistry and Chemical Engineering at Central South University, China.

L'auteur - Junbin Gao

Junbin Gao, PhD, is a Professor in the Department of Mathematics at Huazhong University of Science and Technology. He is currently visiting the University of Southhampton.

L'auteur - Xue-Guang Shao

Xue-Guang Shao, PhD, is a Professor at the University of Science and Technology in China.

Sommaire

Introduction
One-dimensional signal processing techniques in chemistry
Two-dimensional signal processing techniques in chemistry
Fundamentals of wavelet transform
Application of wavelet transform in chemistry
Appendix vector and matrix operations and elementary matlab

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Caractéristiques techniques

	PAPIER
Éditeur(s)	Wiley
Auteur(s)	Foo-Tim Chau, Yi-Zeng Liang, Junbin Gao, Xue-Guang Shao
Parution	30/04/2004
Nb. de pages	316
Format	16 x 24
Couverture	Relié
Poids	600g
Intérieur	Noir et Blanc
EAN13	9780471202424
ISBN13	978-0-471-20242-4