Machine Learning and Pattern Recognition Methods in Chemistry from Multivariate and Data Driven Modeling

Language: English

Published by Elsevier Inc, 2022

0323904084 / 9780323904087

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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nach der Bestellung gedruckt Neuware - Printed after ordering - Machine Learning and Pattern Recognition Methods in Chemistry from Multivariate and Data Driven Modeling outlines key knowledge in this area, combining critical introductory approaches with the latest advanced techniques. Beginning with an introduction of univariate and multivariate statistical analysis, the book then explores multivariate calibration and validation methods. Soft modeling in chemical data analysis, hyperspectral data analysis, and autoencoder applications in analytical chemistry are then discussed, providing useful examples of the techniques in chemistry applications. Drawing on the knowledge of a global team of researchers, this book will be a helpful guide for chemists interested in developing their skills in multivariate data and error analysis.

Seller Inventory # 9780323904087

Title
Machine Learning and Pattern Recognition Methods in Chemistry from Multivariate and Data Driven Modeling
Author
Jahan B. Ghasemi
Publisher
Elsevier Inc
Publication year
2022
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
0323904084
ISBN 13
9780323904087
Item weight
292 grams
Dimensions
229x152x11 mm

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

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