Overview
- Focuses on the latest advances in the methods and applications of data science
- Provides an overview of intelligent systems, machine learning, and cyber-physical systems
- Presents the latest methodologies such as deep neural networks and augmented reality
- Outlines future research needs and suggests research agendas
Part of the book series: Intelligent Systems Reference Library (ISRL, volume 189)
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Table of contents (15 chapters)
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Front Matter
Keywords
About this book
Big data and data science are transforming our world today in ways we could not have imagined at the beginning of the twenty-first century. The accompanying wave of innovation has sparked advances in healthcare, engineering, business, science, and human perception, among others. The tremendous advances in computing power and intelligent techniques have opened many opportunities for managing data and investigating data in virtually every field, and the scope of data science is expected to grow over the next decade. These future research achievements will solve old challenges and create new opportunities for growth and development. Thus, the research presented in this book is interdisciplinary and covers themes embracing emotions, artificial intelligence, robotics applications, sentiment analysis, smart city problems, assistive technologies, speech melody, and fall and abnormal behavior detection. The book is directed to the researchers, practitioners, professors and students interested in recent advances in methodologies and applications of data science. An introduction to the topic is provided, and research challenges and future research opportunities are highlighted throughout.
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Editors and Affiliations
Bibliographic Information
Book Title: Advances in Data Science: Methodologies and Applications
Editors: Gloria Phillips-Wren, Anna Esposito, Lakhmi C. Jain
Series Title: Intelligent Systems Reference Library
DOI: https://doi.org/10.1007/978-3-030-51870-7
Publisher: Springer Cham
eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)
Copyright Information: Springer Nature Switzerland AG 2021
Hardcover ISBN: 978-3-030-51869-1Published: 27 August 2020
Softcover ISBN: 978-3-030-51872-1Published: 27 August 2021
eBook ISBN: 978-3-030-51870-7Published: 26 August 2020
Series ISSN: 1868-4394
Series E-ISSN: 1868-4408
Edition Number: 1
Number of Pages: XVII, 333
Number of Illustrations: 34 b/w illustrations, 93 illustrations in colour