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Data Analytics
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Data Analytics

DOI link for Data Analytics

Data Analytics book

Concepts, Techniques, and Applications

Data Analytics

DOI link for Data Analytics

Data Analytics book

Concepts, Techniques, and Applications
Edited ByMohiuddin Ahmed, Al-Sakib Khan Pathan
Edition 1st Edition
First Published 2018
eBook Published 21 September 2018
Pub. location Boca Raton
Imprint CRC Press
DOI https://doi.org/10.1201/9780429446177
Pages 450 pages
eBook ISBN 9780429446177
SubjectsComputer Science, Engineering & Technology
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Ahmed, M. (Ed.), Pathan, A.S. (Ed.). (2019). Data Analytics. Boca Raton: CRC Press, https://doi.org/10.1201/9780429446177

Large data sets arriving at every increasing speeds require a new set of efficient data analysis techniques. Data analytics are becoming an essential component for every organization and technologies such as health care, financial trading, Internet of Things, Smart Cities or Cyber Physical Systems. However, these diverse application domains give rise to new research challenges. In this context, the book provides a broad picture on the concepts, techniques, applications, and open research directions in this area. In addition, it serves as a single source of reference for acquiring the knowledge on emerging Big Data Analytics technologies.

TABLE OF CONTENTS

section Section I|128 pages

Data Analytics Concepts

chapter 1|13 pages

An Introduction to Machine Learning

WithMark A. Norrie

chapter 2|2 pages

Regression for Data Analytics

WithM. Saiful Bari

chapter 3|18 pages

Big Data-Appropriate Clustering via Stochastic Approximation and Gaussian Mixture Models

WithHien D. Nguyen, Andrew Thomas Jones

chapter 4|18 pages

Information Retrieval Methods for Big Data Analytics on Text

WithAbhay Kumar Bhadani, Ankur Narang

chapter 5|8 pages

Big Graph Analytics

WithAhsanur Rahman, Tamanna Motahar

section Section II|166 pages

Data Analytics Techniques

chapter 6|33 pages

Transition from Relational Database to Big Data and Analytics

WithSantoshi Kumari, C. Narendra Babu

chapter 7|27 pages

Big Graph Analytics: Techniques, Tools, Challenges, and Applications

WithDhananjay Kumar Singh, Pijush Kanti Dutta Pramanik, Prasenjit Choudhury

chapter 8|12 pages

Application of Game Theory for Big Data Analytics

WithMohammad Muhtady Muhaisin, Taseef Rahman

chapter 9|16 pages

Project Management for Effective Data Analytics

ByMunir Ahmad Saeed, Mohiuddin Ahmed

chapter 10|33 pages

Blockchain in the Era of Industry 4.0

ByMd. Mehedi Hassan Onik, Mohiuddin Ahmed

chapter 11|19 pages

Dark Data for Analytics

WithAbid Hasan

section III|122 pages

Data Analytics Techniques

chapter 12|2 pages

Big Data: Prospects and Applications in the Technical and Vocational Education and Training Sector

WithMutwalibi Nambobi, Md. Shahadat Hossain Khan, Adam A. Alli

chapter 13|4 pages

Sports Analytics: Visualizing Basketball Records in Graphical Form

WithMuye Jiang, Gerry Chan, Robert Biddle

chapter 14|27 pages

Analysis of Traffic Offenses in Transportation: Application of Big Data Analysis

WithCharitha Subhashi Jayasekara, Malka N. Halgamuge, Asma Noor, Ather Saeed

chapter 15|28 pages

Intrusion Detection for Big Data

ByBiozid Bostami, Mohiuddin Ahmed

chapter 16|14 pages

Health Care Security Analytics

ByMohiuddin Ahmed, Abu Saleh Shah Mohammad Barkat Ullah
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