Studies in Computational Intelligence

Trends of Data Science and Applications

Theory and Practices

Editors: Rautaray, Siddharth Swarup, Pemmaraju, Phani, Mohanty, Hrushikesha (Eds.)

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  • Provides an insight to the practical applications and theoretical foundations of data science
  • Details the shortfalls of current tools and techniques used and generating the blueprint of the new technologies
  • Includes contributions from academia and industry experts
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eBook 93,08 €
price for Spain (gross)
  • ISBN 978-981-336-815-6
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Hardcover 114,39 €
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  • ISBN 978-981-336-814-9
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About this book

This book includes an extended version of selected papers presented at the 11th Industry Symposium 2021 held during January 7–10, 2021. The book covers contributions ranging from theoretical and foundation research, platforms, methods, applications, and tools in all areas. It provides theory and practices in the area of data science, which add a social, geographical, and temporal dimension to data science research. It also includes application-oriented papers that prepare and use data in discovery research. This book contains chapters from academia as well as practitioners on big data technologies, artificial intelligence, machine learning, deep learning, data representation and visualization, business analytics, healthcare analytics, bioinformatics, etc. This book is helpful for the students, practitioners, researchers as well as industry professional.

About the authors

Siddharth Swarup Rautaray is an Associate Professor at the School of Computer Engineering, KIIT-Deemed to be University, Bhubaneswar, India. He received his Ph.D. in Information Technology from the Indian Institute of Information Technology, Allahabad, U.P., India. He has over 9 years of teaching and research experience. His research interest areas are big data analytics, image processing, intelligent systems, human-computer interaction, and similar innovative areas. His research contribution includes 05 co-edited proceedings/books, over 75 research publications in reputed conferences, book chapters, and journals. As an organizing chair, he has organized 05 international conferences and has been part of different core committees of other conferences and workshops. He has delivered invited talks in several workshops and conferences.

 

Phani Pemmaraju is Director of Consulting Services at Infor India. He received his MCA degree from the School of Computer and Information Sciences, University of Hyderabad, Hyderabad. He has over 22 years of experience in the field of software development. He has got certifications in APICS – CPIM Certified in basics of supply chain management and Microsoft certified professional. He has been a member of the advisory board, e-governance implementation at the University of Hyderabad. He has published several research articles and delivered invited lectures in different institutes.

 

Hrushikesha Mohanty, Professor at the School of Computer and Information Sciences, University of Hyderabad, Hyderabad is currently on lien to serve as the Vice-Chancellor of KIIT, Deemed to be University, Bhubaneswar. His research interests include distributed computing, software engineering, and computational social science. Before joining the University of Hyderabad, he worked at Electronics Corporation of India Limited, Hyderabad for developing strategic real-time systems. Other than computer science research publications, he regularly writes Odia poems, stories, and a weekly Odia column MoKatha. 

Table of contents (16 chapters)

Table of contents (16 chapters)
  • NLP for Sentiment Computation

    Pages 1-21

    Mohanty, Hrushikesha

  • Productizing an Artificial Intelligence Solution for Intelligent Detail Extraction—Synergy of Symbolic and Sub-Symbolic Artificial Intelligence Techniques

    Pages 23-32

    Balakrishnan, Arunkumar

  • Digital Consumption Pattern and Impacts of Social Media: Descriptive Statistical Analysis

    Pages 33-47

    Subudhi, Rabi N.

  • Applicational Statistics in Data Science and Machine Learning

    Pages 49-90

    Das, Indrashis (et al.)

  • Evolutionary Algorithms-Based Machine Learning Models

    Pages 91-111

    Jena, Junali Jasmine (et al.)

Buy this book

eBook 93,08 €
price for Spain (gross)
  • ISBN 978-981-336-815-6
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 114,39 €
price for Spain (gross)
  • ISBN 978-981-336-814-9
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Trends of Data Science and Applications
Book Subtitle
Theory and Practices
Editors
  • Siddharth Swarup Rautaray
  • Phani Pemmaraju
  • Hrushikesha Mohanty
Series Title
Studies in Computational Intelligence
Series Volume
954
Copyright
2021
Publisher
Springer Singapore
Copyright Holder
The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.
eBook ISBN
978-981-336-815-6
DOI
10.1007/978-981-33-6815-6
Hardcover ISBN
978-981-336-814-9
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XIII, 341
Number of Illustrations
31 b/w illustrations, 140 illustrations in colour
Topics