Classification, (Big) Data Analysis and Statistical Learning

£99.50

Classification, (Big) Data Analysis and Statistical Learning

Economics, Finance, Business and Management Probability and statistics Mathematical and statistical software Databases Data mining Expert systems / knowledge-based systems

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Collection: Studies in Classification, Data Analysis, and Knowledge Organization

Language: English

Published by: Springer

Published on: 21st February 2018

Format: LCP-protected ePub

Size: 2 Mb

ISBN: 9783319557083


Overview

This edited book focuses on the latest developments in classification, statistical learning, data analysis and related areas of data science, including statistical analysis of large datasets, big data analytics, time series clustering, integration of data from different sources, as well as social networks. It covers both methodological aspects as well as applications to a wide range of areas such as economics, marketing, education, social sciences, medicine, environmental sciences and the pharmaceutical industry. In addition, it describes the basic features of the software behind the data analysis results, and provides links to the corresponding codes and data sets where necessary. This book is intended for researchers and practitioners who are interested in the latest developments and applications in the field. The peer-reviewed contributions were presented at the 10th Scientific Meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society, held in Santa Margherita di Pula (Cagliari), Italy, October 8–10, 2015.

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