Product Description
The beginning of the age of artificial intelligence and machine learning has created new challenges and opportunities for data analysts statisticians mathematicians econometricians computer scientists and many others. At the root of these techniques are algorithms and methods for clustering and classifying different types of large datasets including time series data. Time Series Clustering and Classification includes relevant developments on observation-based feature-based and model-based traditional and fuzzy clustering methods feature-based and model-based classification methods and machine learning methods. It presents a broad and self-contained overview of techniques for both researchers and students. FeaturesProvides an overview of the methods and applications of pattern recognition of time seriesCovers a wide range of techniques including unsupervised and supervised approachesIncludes a range of real examples from medicine finance environmental science and moreR and MATLAB code and relevant data sets are available on a supplementary website
Chapman & Hall Time Series Clustering And Classification Large 09781032093499
The beginning of the age of artificial intelligence and machine learning has created new challenges and opportunities for data analysts statisticians mathematicians econometricians computer scientists and many others. At the root of these techniques are algorithms and methods for clustering and classifying different types of large datasets including time series data. Time Series Clustering and Classification includes relevant developments on observation-based feature-based and model-based traditional and fuzzy clustering methods feature-based and model-based classification methods and machine learning methods. It presents a broad and self-contained overview of techniques for both researchers and students. FeaturesProvides an overview of the methods and applications of pattern recognition of time seriesCovers a wide range of techniques including unsupervised and supervised approachesIncludes a range of real examples from medicine finance environmental science and moreR and MATLAB code and relevant data sets are available on a supplementary website
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