http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
1 online resource (xiv, 316 pages) : illustrations
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 wa.
Introduction. Modern Analytical Chemistry -- Chemometrics -- Chemometrics-Based Signal Processing Techniques --Resources Available on Chemometrics and Wavelet Transform -- One-dimensional Signal Processing Techniques in Chemistry -- Digital smoothing and filtering methods -- Transformation methods of analytical signals -- Numerical Differentiation -- Two-dimensional Signal Processing Techniques in Chemistry -- General features of two-dimensional data -- Some basic concepts for two-dimensional data from hyphenated instrumentation -- Double centering technique for background correction -- Congruence Analysis and least Squares Fitting -- Differentiation methods for two-dimensional data -- Resolution methods for two-dimensional data -- Fundamentals of Wavelet Transform -- Introduction to wavelet transform and wavelet package transform -- Wavelet Function Examples -- Fast Wavelet Algorithm and Packet Algorithm -- Biorthogonal Wavelet Transform -- Two-Dimensional Wavelet Transform -- Application of Wavelet Transform in Chemistry -- Data Compression -- Data Denoising and Smoothing -- Baseline/Background Removal -- Resolution Enhancement -- Combined Techniques -- An Overview of the Applications in Chemistry.
Includes bibliographical references and index.
Hoboken, N.J. : Wiley-Interscience, ©2004