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Chemometrics for Pattern Recognition by Richard G. Brereton (English) Hardcover
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所在地：Melbourne, 澳洲
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- ISBN-13
- 9780470987254
- UPC
- Does not apply
- Publication Year
- 2009
- Type
- Textbook
- Format
- Hardcover
- Language
- English
- Book Title
- Chemometrics for Pattern Recognition
- Item Height
- 250mm
- Publisher
- John Wiley & Sons Inc
- Topic
- Chemistry, Mathematics
- Item Width
- 175mm
- Item Weight
- 1286g
- Number of Pages
- 522 Pages
關於產品
Product Information
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.
Product Identifiers
Publisher
John Wiley & Sons Inc
ISBN-13
9780470987254
eBay Product ID (ePID)
95504631
Product Key Features
Book Title
Chemometrics for Pattern Recognition
Format
Hardcover
Language
English
Topic
Chemistry, Mathematics
Publication Year
2009
Type
Textbook
Number of Pages
522 Pages
Dimensions
Item Height
250mm
Item Width
175mm
Item Weight
1286g
Additional Product Features
Country/Region of Manufacture
United States
賣家提供的物品說明
商業賣家資料
增值稅識別編號：
- AU 82107909133
- GB 293967539
運費與處理費
物品所在地：
Melbourne, 澳洲
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全球
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