Statistical Learning of Complex Data
Language: en
Pages: 201
Authors: Francesca Greselin
Categories: Mathematics
Type: BOOK - Published: 2019-09-06 - Publisher: Springer Nature

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This book of peer-reviewed contributions presents the latest findings in classification, statistical learning, data analysis and related areas, including superv
Statistical Learning and Data Science
Language: en
Pages: 242
Authors: Mireille Gettler Summa
Categories: Business & Economics
Type: BOOK - Published: 2011-12-19 - Publisher: CRC Press

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Data analysis is changing fast. Driven by a vast range of application domains and affordable tools, machine learning has become mainstream. Unsupervised data an
An Introduction to Statistical Learning
Language: en
Pages: 617
Authors: Gareth James
Categories: Mathematics
Type: BOOK - Published: 2023-08-01 - Publisher: Springer Nature

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An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast
Big and Complex Data Analysis
Language: en
Pages: 390
Authors: S. Ejaz Ahmed
Categories: Mathematics
Type: BOOK - Published: 2017-03-21 - Publisher: Springer

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This volume conveys some of the surprises, puzzles and success stories in high-dimensional and complex data analysis and related fields. Its peer-reviewed contr
Machine Learning in Complex Networks
Language: en
Pages: 345
Authors: Thiago Christiano Silva
Categories: Computers
Type: BOOK - Published: 2016-01-28 - Publisher: Springer

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This book presents the features and advantages offered by complex networks in the machine learning domain. In the first part, an overview on complex networks an