Big data analyses, services, and smart data

by Lee, Wookey Leung, Carson K. Nasridinov, Aziz

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Title Statements

Full title :Big data analyses, services, and smart data / Wookey Lee, Carson K. Leung, Aziz Nasridinov, editors.

Edition Statements

Publication Date:©2021

Publication Statements

Publisher(s):Springer
Place of Publication:Singapore
Language:eng
Publication Date:©2021

The Physical Object

Description:1 online resource (117 pages).

Edition Identifiers

ISBN:9789811587313, 9811587310
oclc:on1230565297
Dewey Decimal:005.7

Intro -- Preface -- Contents -- Analysis of the Effects of Nature and Facility Environmental Attributes on the Cause of Death from Disease -- 1 Introduction -- 2 Previous Research -- 2.1 Analysis of Causes of Illness and Death -- 2.2 MLRA (Multiple Linear Regression Analysis) -- 2.3 CART (Classification and Regression Tree) -- 3 Research Design and Results -- 3.1 Research Design -- 3.2 Research Results -- 4 Conclusion -- References -- Big Data Computing and Mining in a Smart World -- 1 Introduction and Related Works

2 Interconnection Between the Physical World and the Cyber World via Frequent Pattern Mining -- 2.1 Serial Algorithms -- 2.2 Parallel, Distributed, and High Performance Computing Algorithms -- 2.3 Fog and Edge Computing Algorithms -- 3 Interconnection Between the Physical-Cyber Worlds and the Thinking World via Cognitive Mining -- 3.1 Frequent Pattern Mining-as-a-Service -- 3.2 Constrained Frequent Pattern Mining via Crowdsourcing -- 4 Interconnection Between the Physical-Cyber-Thinking Worlds and the Social World via Social Network Analysis

5 Discussion: Mining COVID-19 Data in a Smart World Environment -- 6 Conclusions -- References -- Data Science for Big Data App…

Subjects

artificial intelligence Artificial intelligence -- Congresses Big data Big data -- Congresses Conference papers and proceedings Données volumineuses -- Congrès Electronic books Intelligence artificielle -- Congrès