rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Chemometrics
    sub title: from basics to wavelet transform
  name:
    name part: Chau, Foo-tim.
  type of resource: text
  genre: bibliography
  origin info:
    place:
      place term: nju
    place:
      place term: Hoboken, N.J
    publisher: Wiley-Interscience
    date issued: ©2004
    date issued: 2004
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (xiv, 316 pages) : illustrations
  abstract: 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.
  table of contents: 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.
  note: Foo-tim Chau [and others].
  note: Includes bibliographical references and index.
  note: English.
  subject:
    topic: Instrumental analysis
    topic: Data processing
  subject:
    topic: Instrumental analysis
    topic: Automation
  subject:
    topic: Wavelets (Mathematics)
  classification: QD79.I5 C44 2004eb
  classification: 543/.07/0285
  classification: O657
  related item:
    title info:
      title: Chemometrics
    origin info:
      publisher: Hoboken, N.J. : Wiley-Interscience, ©2004
    identifier: (DLC) 2003002429
  related item:
    title info:
      title: Chemical analysis ; v. 164
  identifier: 0471454737
  identifier: 9780471454731
  identifier: 0471202428
  identifier: 9780471202424
  identifier: 0471454745
  identifier: 9780471454748
  identifier: 1280365757
  identifier: 9781280365751
  identifier: 9786610365753
  identifier: 661036575X
  identifier: 0470234679
  identifier: 9780470234679
  identifier: OverDrive, Inc.
  identifier: 5FAC8497-7A84-48F3-86FF-A2E381F487A2 OverDrive, Inc.
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: NhCcYBP
    record creation date: 040412
    record change date: 20260214201608.1
    record identifier: in00004678798
    language of cataloging:
      language term: eng