Chemometrics : from basics to wavelet transform /

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, appli...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Chau, Foo-tim
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Hoboken, N.J. : Wiley-Interscience, ©2004.
Colección:Chemical analysis ; v. 164.
Temas:
Instrumental analysis > Data processing.
Instrumental analysis > Automation.
Wavelets (Mathematics)
Analyse instrumentale > Informatique.
Analyse instrumentale > Automatisation.
Ondelettes.
SCIENCE > Chemistry > Analytic.
Instrumental analysis > Data processing
Analytical chemistry > Data analysis and management > Computational chemistry molecular modeling.
Electronic books.
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 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.

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