Handbook of Research on Automated Feature Engineering and Advanced Applications in Data Science

Panda, Mrutyunjaya (EDT); Misra, Harekrishna (EDT)

ISBN 10: 1799866599 / ISBN 13: 9781799866596

Published by Engineering Science Reference, 2021

About this Item

Seller Inventory # 42100899-n

Bibliographic Details

• Title: Handbook of Research on Automated Feature Engineering and Advanced Applications in Data Science
• Publisher: Engineering Science Reference
• Publication Date: 2021
• Language: English
• ISBN 10: 1799866599
• ISBN 13: 9781799866596
• Binding: Hardcover
• Condition: New

About this title

Synopsis

"This edited book will start with an introduction to feature engineering and then move onto recent concepts, methods and applications with the use of various data types that includes : text, image, streaming data, social network data, financial data, biomedical data, bioinformatics etc. to help readers gain insight into how features can be extracted and transformed from raw data"--

About the Authors

Mrutyunjaya Panda is currently working as Reader in the P.G. Department of Computer Science and Applications, Utkal University, Vani Vihar, Bhubaneswar, Odisha, India. He has published about 75 papers in international and national journals and conferences. He has also published 10 book chapters, edited books in Springer and authored text books on: soft computing techniques and modern approaches of data mining; to his credit. His active areas of research include data mining, intrusion detection, social networking, wireless sensor networks, image processing, information retrieval and sentiment analysis.

Harekrishna Misra is a professor in the area of IT & Information Systems Group at the Institute of Rural Management Anand, India. He is an Electronics and Communication Engineer, has Post-graduate Diploma in Business Management degree in Systems and Operations Management from XIM-Bhubaneswar, India and has Masters Degree in Software Systems from BITS-Pilani, India. He also holds a doctorate degree from Utkal University, Bhubaneswar, India in the area of Information Systems Management. He has around 28 years of experience in industry and academia in the fields of IT infrastructure management, communication, and networks. His current research interests include software engineering (process modelling), e-governance, information systems management in development organisations, e-Business for rural enterprises and ICT enabled value chain in rural enterprises. His current interests include information systems modelling related to business and development processes with citizen participation. He is a life member of Institution of Engineers (India), member of IEEE, Association of Computing Machinery (ACM) and Association of Information Systems, USA. He is in the reviewers' panel of the Computing Reviews-ACM. He has widely published in national and international reputed and refereed Journals. He has also participated in technical as well as programme committees and presented papers in national and international refereed academic conferences.