Lecture Notes on Data Engineering and Communications Technologies

Data Science and Intelligent Applications

Proceedings of ICDSIA 2020

Editors: Kotecha, K., Piuri, V., Shah, H.N., Patel, R. (Eds.)

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  • Presents selected papers from the International Conference on Data Science and Intelligent Applications (ICDSIA 2020)
  • Offers a range of perspectives to help readers deepen their knowledge and motivate them to explore new areas
  • Addresses intelligent applications and systems, intelligence with IoT and cloud computing, big data and data science, artificial intelligence, and deep and machine learning
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About this book

This book includes selected papers from the International Conference on Data Science and Intelligent Applications (ICDSIA 2020), hosted by Gandhinagar Institute of Technology (GIT), Gujarat, India, on January 24–25, 2020. The proceedings present original and high-quality contributions on theory and practice concerning emerging technologies in the areas of data science and intelligent applications. The conference provides a forum for researchers from academia and industry to present and share their ideas, views and results, while also helping them approach the challenges of technological advancements from different viewpoints.

The contributions cover a broad range of topics, including: collective intelligence, intelligent systems, IoT, fuzzy systems, Bayesian networks, ant colony optimization, data privacy and security, data mining, data warehousing, big data analytics, cloud computing, natural language processing, swarm intelligence, speech processing, machine learning and deep learning, and intelligent applications and systems. Helping strengthen the links between academia and industry, the book offers a valuable resource for instructors, students, industry practitioners, engineers, managers, researchers, and scientists alike.            

 

About the authors

Dr. Ketan Kotecha is a Director at Symbiosis Institute of Technology, Pune. In the course of a 25-year career, he has served in technical education leadership positions at some of the finest engineering institutions in India. Holding a Ph.D. (CE) from the IIT, Bombay, he has published more than 100 papers and filed three patents. He is a member of the Governing Council or Academic Council at various universities.

Dr. Vincenzo Piuri is a Professor at the University of Milan, Italy. He has published innovative results in more than 400 papers in international journals and conference proceedings. He has acted as IEEE Director, IEEE Fellow, IEEE-HNK member, ACM Scientist and INNS member. In the course of 20 years, he has served on the technical program committees of various international conferences and organized more than 100 conferences and workshops. He is an Honorary Professor at Obuda University, Budapest, Hungary, Guangdong University of Petrochemical Technology, China, Muroran Institute of Technology, Japan, and Amity University, India.

Dr. Hetalkumar N. Shah is a Director of Gandhinagar Institute of Technology, India. With more than 22 years of academic, administrative and industry experience, he has published more than 40 research papers in prominent national and international journals and conference proceedings. A member of e.g. the ISTE, AMM, IIPE and IEI, he is a recipient of a three-year Research Scholar Fellowship Award from the AICTE, New Delhi, and an International Travel Grant from the DST to Taiwan and Hong Kong. 

Dr. Rajan Patel is an Associate Professor at Gandhinagar Institute of Technology, Gandhinagar. He has more than 15 years of teaching experience in the field of Computer Engineering. A member of e.g. the CSI, ISTE and UACEE, he has authored more than 40 publications. He has also received numerous awards, honors and certificate of excellence.

 

Table of contents (60 chapters)

Table of contents (60 chapters)
  • Archive System Using Big Data for Health care: Analysis, Architecture, and Implementation

    Pages 1-11

    Tekchandani, Suraj (et al.)

  • Data Science Team Roles and Need of Data Science: A Review of Different Cases

    Pages 13-22

    Patil, Tejashri (et al.)

  • Performance Analysis of Indian Stock Market via Sentiment Analysis and Historical Data

    Pages 23-31

    Bardhan, Amit (et al.)

  • D-Lotto: The Lottery DApp with Verifiable Randomness

    Pages 33-41

    Sahitya, Kunal (et al.)

  • Review of Machine Learning and Data Mining Methods to Predict Different Cyberattacks

    Pages 43-51

    Chayal, Narendrakumar Mangilal (et al.)

Buy this book

eBook $219.00
price for USA in USD
  • ISBN 978-981-15-4474-3
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
  • Institutional customers should get in touch with their account manager
Softcover $279.99
price for USA in USD
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Bibliographic Information

Bibliographic Information
Book Title
Data Science and Intelligent Applications
Book Subtitle
Proceedings of ICDSIA 2020
Editors
  • Ketan Kotecha
  • Vincenzo Piuri
  • Hetalkumar N. Shah
  • Rajan Patel
Series Title
Lecture Notes on Data Engineering and Communications Technologies
Series Volume
52
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
978-981-15-4474-3
DOI
10.1007/978-981-15-4474-3
Softcover ISBN
978-981-15-4473-6
Series ISSN
2367-4512
Edition Number
1
Number of Pages
XIII, 576
Number of Illustrations
62 b/w illustrations, 160 illustrations in colour
Topics