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Core Concepts in Data Analysis: Summarization, Correlation and Visualization
Language: en
Pages: 402
Authors: Boris Mirkin
Categories: Computers
Type: BOOK - Published: 2011-04-05 - Publisher: Springer Science & Business Media

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Core Concepts in Data Analysis: Summarization, Correlation and Visualization provides in-depth descriptions of those data analysis approaches that either summar
Core Data Analysis: Summarization, Correlation, and Visualization
Language: en
Pages: 536
Authors: Boris Mirkin
Categories: Computers
Type: BOOK - Published: 2019-04-15 - Publisher: Springer

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This text examines the goals of data analysis with respect to enhancing knowledge, and identifies data summarization and correlation analysis as the core issues
Clusters, Orders, and Trees: Methods and Applications
Language: en
Pages: 404
Authors: Fuad Aleskerov
Categories: Mathematics
Type: BOOK - Published: 2014-06-11 - Publisher: Springer

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The volume is dedicated to Boris Mirkin on the occasion of his 70th birthday. In addition to his startling PhD results in abstract automata theory, Mirkin’s g
Interactive Knowledge Discovery and Data Mining in Biomedical Informatics
Language: en
Pages: 373
Authors: Andreas Holzinger
Categories: Computers
Type: BOOK - Published: 2014-06-17 - Publisher: Springer

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One of the grand challenges in our digital world are the large, complex and often weakly structured data sets, and massive amounts of unstructured information.
Braverman Readings in Machine Learning. Key Ideas from Inception to Current State
Language: en
Pages: 361
Authors: Lev Rozonoer
Categories: Computers
Type: BOOK - Published: 2018-08-30 - Publisher: Springer

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This state-of-the-art survey is dedicated to the memory of Emmanuil Markovich Braverman (1931-1977), a pioneer in developing machine learning theory. The 12 rev