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kaliraj p. (curatore); devi t. (curatore) - big data applications in industry 4.0

Big Data Applications in Industry 4.0


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Lingua: Inglese
Pubblicazione: 02/2022
Edizione: 1° edizione

Note Editore

Industry 4.0 is the latest technological innovation in manufacturing with the goal to increase productivity in a flexible and efficient manner. Changing the way in which manufacturers operate, this revolutionary transformation is powered by various technology advances including Big Data analytics, Internet of Things (IoT), Artificial Intelligence (AI), and cloud computing. Big Data analytics has been identified as one of the significant components of Industry 4.0, as it provides valuable insights for smart factory management. Big Data and Industry 4.0 have the potential to reduce resource consumption and optimize processes, thereby playing a key role in achieving sustainable development. Big Data Applications in Industry 4.0 covers the recent advancements that have emerged in the field of Big Data and its applications. The book introduces the concepts and advanced tools and technologies for representing and processing Big Data. It also covers applications of Big Data in such domains as financial services, education, healthcare, biomedical research, logistics, and warehouse management. Researchers, students, scientists, engineers, and statisticians can turn to this book to learn about concepts, technologies, and applications that solve real-world problems. Features An introduction to data science and the types of data analytics methods accessible today An overview of data integration concepts, methodologies, and solutions A general framework of forecasting principles and applications, as well as basic forecasting models including naïve, moving average, and exponential smoothing models A detailed roadmap of the Big Data evolution and its related technological transformation in computing, along with a brief description of related terminologies The application of Industry 4.0 and Big Data in the field of education The features, prospects, and significant role of Big Data in the banking industry, as well as various use cases of Big Data in banking, finance services, and insurance Implementing a Data Lake (DL) in the cloud and the significance of a data lake in decision making


Preface Acknowledgments Editors Contributors 1 Data Science and Its Applications PAUL ABRAHAM AND LAKSHMINARAYANAN S 2 Industry 4.0: Data and Data Integration PAVAN GUNDARAPU 3 Forecasting Principles and Models: An Overview R. VIJAYARAGHAVAN 4 Breaking Technology Barriers in Diabetes and Industry 4.0 KRISHNAN SWAMINATHAN AND THAVAMANI D. PALANISWAMI 5 Role of Big Data Analytics in Industrial Revolution 4.0 V. BHUVANESWARI 6 Big Data Infrastructure and Analytics for Education 4.0 CHANDRA ESWARAN AND RATHINARAJA JEYARAJ 7 Text Analytics in Big Data Environments R. JANANI AND S. VIJAYARANI 8 Business Data Analytics: Applications and Research Trends S. SHARMILA AND S. VIJAYARANI 9 Role of Big Data Analytics in the Financial Service Sector V. RAMANUJAM AND D. NAPOLEON 10 Role of Big Data Analytics in the Education Domain C. SIVAMATHI AND S. VIJAYARANI 11 Social Media Analytics E. SUGANYA AND S. VIJAYARANI 12 Robust Statistics: Methods and Applications R. MUTHUKRISHNAN 13 Big Data in Tribal Healthcare and Biomedical Research DHIVYA VENKATESAN, ABILASH VALSALA GOPALAKRISHNAN, NARAYANASAMY ARUL, CHHAKCHHUAK LALCHHANDAMA, BALACHANDAR VELLINGIRI AND N. SENTHIL KUMAR 14 PySpark towards Data Analytics J. RAMSINGH 15 How to Implement Data Lake for Large Enterprises RAGAVENDRAN CHANDRASEKARAN 16 A Novel Application of Data Mining Techniques for Satellite Performance Analysis S.A. KANNAN AND T. DEVI 17 Big Data Analytics: A Text Mining Perspective and Applications in Biomedicine and Healthcare JEYAKUMAR NATARAJAN, BALU BHASURAN, AND GURUSAMY MURUGESAN Index


Prof. P. Kaliraj is the Vice-Chancellor of Bharathiar University, Coimbatore, India. Prof. T. Devi is the dean of faculty of research at the Department of Computer Applications, Bharathiar University, Coimbatore, India

Altre Informazioni



Condizione: Nuovo
Dimensioni: 9.25 x 6.25 in Ø 2.17 lb
Formato: Copertina rigida
Illustration Notes:130 b/w images, 85 halftones and 45 line drawings
Pagine Arabe: 422
Pagine Romane: xxiv

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