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Chemometricsfrom basics to wavelet transform /

紀錄類型:	書目-電子資源 : 單行本
正題名/作者:	Chemometrics/ Foo-tim Chau ... [et al.].
其他題名:	from basics to wavelet transform /
其他作者:	Chau, Foo-tim.
出版者:	Hoboken, N.J. :Wiley-Interscience,c2004.
面頁冊數:	1 online resource (xiv, 316 p.) :ill.
標題:	Instrumental analysis - Data processing. -
電子資源:	Click here for online access to this book (查閱全文) (EBSCO eBook)
ISBN:	0471454737 (electronic bk.)
ISBN:	9780471454731 (electronic bk.)
ISBN:	0471202428 (alk. paper)
ISBN:	9780471202424 (alk. paper)
ISBN:	0471454745 (electronic bk.)
ISBN:	9780471454748 (electronic bk.)

Chemometricsfrom basics to wavelet transform /
Chemometricsfrom basics to wavelet transform /[electronic resource] :Foo-tim Chau ... [et al.]. - Hoboken, N.J. :Wiley-Interscience,c2004. - 1 online resource (xiv, 316 p.) :ill. - Chemical analysis ;v. 164..

Includes bibliographical references and index.

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.

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.

ISBN: 0471454737 (electronic bk.)

Standard No.: 10.1002/0471454745doi

OverDrive, Inc.http://www.overdrive.comSubjects--Topical Terms:

1000064034
Instrumental analysis
--Data processing.Subjects--Index Terms:

Analytical chemistryIndex Terms--Genre/Form:

172687
Electronic books.

LC Class. No.: QD79.I5 / C44 2004eb

Dewey Class. No.: 543/.07/0285

Chemometricsfrom basics to wavelet transform /
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