Time Series Clustering and Classification

1st Edition

Elizabeth Ann Maharaj, Pierpaolo D'Urso, Jorge Caiado

Chapman and Hall/CRC
March 7, 2019 Forthcoming
Reference - 240 Pages - 46 B/W Illustrations
ISBN 9781498773218 - CAT# K29548
Series: Chapman & Hall/CRC Computer Science & Data Analysis

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Summary

Research in pattern recognition of time series has expanded in recent years, and there is a real need for a book that synthesizes this research in a unified framework. This book provides an overview of the methods and applications of pattern recognition of time series. It covers a range of methods, including discriminant analysis, k-nearest neighbours, hypothesis testing, and cluster analysis.