Time Series Clustering and Classification baixar livro de graça

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.

Features

• Provides an overview of the methods and applications of pattern recognition of time series

• Covers a wide range of techniques, including unsupervised and supervised approaches

• Includes a range of real examples from medicine, finance, environmental science, and more

• R and MATLAB code, and relevant data sets are available on a supplementary website

Procurando Time Series Clustering and Classification? Aqui você encontra tudo sobre este livro de Elizabeth Ann Maharaj em 30 de junho de 2021. Nesta página estão a descrição da obra, os detalhes da edição (246 páginas) e os formatos disponíveis para baixar: epub, pdf, lit, odf. O livro está escrito em Inglês. Se você gosta de Livros Internacionais, Ciências Tecnológicas, Matemática, Aplicada, Probabilidade e Estatística, explore também outros títulos da mesma categoria no Leitura em português. Veja ainda as outras obras de Elizabeth Ann Maharaj em nosso catálogo.