Chemometrics for Pattern Recognition

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9780470987254: Chemometrics for Pattern Recognition

Over the past decade, pattern recognition has been one of the fastest growth points in chemometrics. This has been catalysed by the increase in capabilities of automated instruments such as LCMS, GCMS, and NMR, to name a few, to obtain large quantities of data, and, in parallel, the significant growth in applications especially in biomedical analytical chemical measurements of extracts from humans and animals, together with the increased capabilities of desktop computing. The interpretation of such multivariate datasets has required the application and development of new chemometric techniques such as pattern recognition, the focus of this work.

Included within the text are:

  • ‘Real world’ pattern recognition case studies from a wide variety of sources including biology, medicine, materials, pharmaceuticals, food, forensics and environmental science;
  • Discussions of methods, many of which are also common in biology, biological analytical chemistry and machine learning;
  • Common tools such as Partial Least Squares and Principal Components Analysis, as well as those that are  rarely used in chemometrics such as Self Organising Maps and Support Vector Machines;
  • Representation in full colour;
  • Validation of models and hypothesis testing, and the underlying motivation of the methods, including how to avoid some common pitfalls.

Relevant to active chemometricians and analytical scientists in industry, academia and government establishments as well as those involved in applying statistics and computational pattern recognition.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

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1.

Brereton, Richard
Editore: Somerset, New Jersey, U.S.A.: John Wiley & Sons Inc (2009)
ISBN 10: 0470987251 ISBN 13: 9780470987254
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Descrizione libro Somerset, New Jersey, U.S.A.: John Wiley & Sons Inc, 2009. Hardcover. Condizione libro: New. Ship out 1-2 business day,Brand new,US edition, Free tracking number usually 2-4 biz days delivery to worldwide Same shipping fee with US, Canada,Europe country, Australia, item will ship out from either LA or Asia,t. Codice libro della libreria ABE-5465896111

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Richard G. Brereton
Editore: Wileyand#8211;Blackwell (2009)
ISBN 10: 0470987251 ISBN 13: 9780470987254
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Descrizione libro Wileyand#8211;Blackwell, 2009. HRD. Condizione libro: New. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Codice libro della libreria FW-9780470987254

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Richard Brereton
Editore: John Wiley and Sons Ltd, United States (2009)
ISBN 10: 0470987251 ISBN 13: 9780470987254
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Descrizione libro John Wiley and Sons Ltd, United States, 2009. Hardback. Condizione libro: New. New.. Language: English . Brand New Book. Over the past decade, pattern recognition has been one of the fastest growth points in chemometrics. This has been catalysed by the increase in capabilities of automated instruments such as LCMS, GCMS, and NMR, to name a few, to obtain large quantities of data, and, in parallel, the significant growth in applications especially in biomedical analytical chemical measurements of extracts from humans and animals, together with the increased capabilities of desktop computing. The interpretation of such multivariate datasets has required the application and development of new chemometric techniques such as pattern recognition, the focus of this work. Included within the text are:* Real world pattern recognition case studies from a wide variety of sources including biology, medicine, materials, pharmaceuticals, food, forensics and environmental science;* Discussions of methods, many of which are also common in biology, biological analytical chemistry and machine learning;* Common tools such as Partial Least Squares and Principal Components Analysis, as well as those that are rarely used in chemometrics such as Self Organising Maps and Support Vector Machines;* Representation in full colour;* Validation of models and hypothesis testing, and the underlying motivation of the methods, including how to avoid some common pitfalls. Relevant to active chemometricians and analytical scientists in industry, academia and government establishments as well as those involved in applying statistics and computational pattern recognition. Codice libro della libreria AAH9780470987254

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Richard Brereton
Editore: John Wiley and Sons Ltd, United States (2009)
ISBN 10: 0470987251 ISBN 13: 9780470987254
Nuovi Rilegato Quantità: 10
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Descrizione libro John Wiley and Sons Ltd, United States, 2009. Hardback. Condizione libro: New. New.. Language: English . Brand New Book. Over the past decade, pattern recognition has been one of the fastest growth points in chemometrics. This has been catalysed by the increase in capabilities of automated instruments such as LCMS, GCMS, and NMR, to name a few, to obtain large quantities of data, and, in parallel, the significant growth in applications especially in biomedical analytical chemical measurements of extracts from humans and animals, together with the increased capabilities of desktop computing. The interpretation of such multivariate datasets has required the application and development of new chemometric techniques such as pattern recognition, the focus of this work. Included within the text are:* Real world pattern recognition case studies from a wide variety of sources including biology, medicine, materials, pharmaceuticals, food, forensics and environmental science;* Discussions of methods, many of which are also common in biology, biological analytical chemistry and machine learning;* Common tools such as Partial Least Squares and Principal Components Analysis, as well as those that are rarely used in chemometrics such as Self Organising Maps and Support Vector Machines;* Representation in full colour;* Validation of models and hypothesis testing, and the underlying motivation of the methods, including how to avoid some common pitfalls. Relevant to active chemometricians and analytical scientists in industry, academia and government establishments as well as those involved in applying statistics and computational pattern recognition. Codice libro della libreria AAH9780470987254

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Richard Brereton
Editore: John Wiley and Sons Ltd
ISBN 10: 0470987251 ISBN 13: 9780470987254
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Descrizione libro John Wiley and Sons Ltd. Hardback. Condizione libro: new. BRAND NEW, Chemometrics for Pattern Recognition, Richard Brereton, Over the past decade, pattern recognition has been one of the fastest growth points in chemometrics. This has been catalysed by the increase in capabilities of automated instruments such as LCMS, GCMS, and NMR, to name a few, to obtain large quantities of data, and, in parallel, the significant growth in applications especially in biomedical analytical chemical measurements of extracts from humans and animals, together with the increased capabilities of desktop computing. The interpretation of such multivariate datasets has required the application and development of new chemometric techniques such as pattern recognition, the focus of this work. Included within the text are:*'Real world' pattern recognition case studies from a wide variety of sources including biology, medicine, materials, pharmaceuticals, food, forensics and environmental science;* Discussions of methods, many of which are also common in biology, biological analytical chemistry and machine learning;* Common tools such as Partial Least Squares and Principal Components Analysis, as well as those that are rarely used in chemometrics such as Self Organising Maps and Support Vector Machines;* Representation in full colour;* Validation of models and hypothesis testing, and the underlying motivation of the methods, including how to avoid some common pitfalls. Relevant to active chemometricians and analytical scientists in industry, academia and government establishments as well as those involved in applying statistics and computational pattern recognition. Codice libro della libreria B9780470987254

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Richard Brereton (Bristol University)
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Descrizione libro John Wiley and Sons. Condizione libro: New. Brand New. Codice libro della libreria 0470987251

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Richard G. Brereton
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Descrizione libro Condizione libro: Brand New. Book Condition: Brand New. Codice libro della libreria 97804709872541.0

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Richard Brereton
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Descrizione libro Wiley, 2009. Hardcover. Condizione libro: New. 1. Codice libro della libreria DADAX0470987251

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Richard G. Brereton
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Descrizione libro Wiley, 2009. Hardcover. Condizione libro: New. book. Codice libro della libreria 0470987251

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RICHARD BRERETON
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Descrizione libro 2009. Hardback. Condizione libro: NEW. 9780470987254 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. Codice libro della libreria HTANDREE0772900

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