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  • Conference proceedings
  • © 2022

Soft Computing and Signal Processing

Proceedings of 4th ICSCSP 2021

Editors:

(view affiliations)
  • Presents research works in the field of soft computing and signal processing

  • Gather the outcomes of the ICSCSP 2021, held in Hyderabad, India in June 2021

  • Offers a reference guide for researchers and practitioners in academia and industry

Conference proceedings info: ICSCSP 2021.

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  • ISBN: 978-981-16-7088-6
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Table of contents (73 papers)

  1. Front Matter

    Pages i-xxii
  2. Data Preprocessing and Finding Optimal Value of K for KNN Model

    • Roopashri Shetty, M. Geetha, Dinesh U. Acharya, G. Shyamala
    Pages 1-9
  3. Prediction of Cardiac Diseases Using Machine Learning Algorithms

    • J. Suneetha, Husna Tabassum, Pundalik Chavan, N. R. Deepak
    Pages 11-22
  4. A Comprehensive Approach to Misinformation Analysis and Detection of Low-Credibility News

    • Meghana Mukunda Joshi, Niyathi Srinivasan Kumbale, Nikhil S. Shastry, Mohammed Omar Khan, N. Nagarathna
    Pages 23-33
  5. Heart Disease Prediction Using Deep Learning Algorithm

    • Gouthami Velakanti, Shivani Jarathi, Malladi Harshini, Praveen Ankam, Shankar Vuppu
    Pages 83-96
  6. Tracking Misleading News of COVID-19 Within Social Media

    • Mahboob Massoudi, Rahul Katarya
    Pages 97-105
  7. Energy aware Multi-chain PEGASIS in WSN: A Q-Learning Approach

    • Ranadeep Dey, Parag Kumar, Guha Thakurta
    Pages 107-118
  8. Textlytic: Automatic Project Report Summarization Using NLP Techniques

    • Riya Menon, Namrata Tolani, Gauravi Tolamatti, Akansha Ahuja, R. L. Priya
    Pages 119-132
  9. Management of Digital Evidence for Cybercrime Investigation—A Review

    • Chougule Harshwardhan, Dhadiwal Sunny, Lokhande Mehul, Naikade Rohit, Rachana Patil
    Pages 133-143
  10. Real-Time Human Pose Detection and Recognition Using MediaPipe

    • Amritanshu Kumar Singh, Vedant Arvind Kumbhare, K. Arthi
    Pages 145-154
  11. Charge the Missing Data with Synthesized Data by Using SN-Sync Technique

    • Yeswanth Surya Srikar Nuchu, Srinivasa Rao Narisetty
    Pages 155-164
  12. Discovery of Popular Languages from GitHub Repository: A Data Mining Approach

    • K. Jyothi Upadhya, B. Dinesh Rao, M. Geetha
    Pages 165-173
  13. Counterfactual Causal Analysis on Structured Data

    • Swarna Kamal Paul, Tauseef Jamal Firdausi, Saikat Jana, Arunava Das, Piyush Nandi
    Pages 187-195
  14. Crime Analysis Using Machine Learning

    • Sree Rama Chandra Murthy Akuri, Manikanta Tikkisetty, Nandini Dimmita, Lokesh Aathukuri, Shivani Rayapudi
    Pages 197-203
  15. Multi-model Neural Style Transfer (MMNST) for Audio and Image

    • B. Vishal, K. G. Sriram, T. Sujithra
    Pages 205-217
  16. Forecasting of COVID-19 Using Supervised Machine Learning Models

    • Y. Vijay Bhaskar Reddy, Vyshnavi Adusumalli, Venkata Bharath Krishna Boggavarapu, Mahesh Babu Bale, Archana Challa
    Pages 219-237

Other Volumes

  1. Soft Computing and Signal Processing

    Proceedings of 4th ICSCSP 2021

About this book

This book presents selected research papers on current developments in the fields of soft computing and signal processing from the Fourth International Conference on Soft Computing and Signal Processing (ICSCSP 2021). The book covers topics such as soft sets, rough sets, fuzzy logic, neural networks, genetic algorithms and machine learning and discusses various aspects of these topics, e.g., technological considerations, product implementation and application issues.

Keywords

  • ICSCSP 2021
  • ICSCSP Proceedings
  • Soft Computing
  • Artificial Intelligence and Neural Networks
  • Data Mining and Data Warehousing
  • Big Data Analytics
  • Internet of Things (IoT)
  • Image and Video Processing

Editors and Affiliations

  • Department of Electronics and Communication Engineering, Malla Reddy College of Engineering and Technology, Hyderabad, India

    V. Sivakumar Reddy

  • Department of Computer Science and Engineering, Jawaharlal Nehru Technological University Hyderabad, Hyderabad, India

    V. Kamakshi Prasad

  • Department of Computer Science and Software Engineering, Monmouth University, New Jersey, USA

    Jiacun Wang

  • Department of Electronics and Communication Engineering, Sir Visvesvaraya Institute of Technology, Nashik, India

    K.T.V. Reddy

About the editors

V. Sivakumar Reddy is Professor at the Department of Electronics and Communication Engineering, Malla Reddy College of Engineering and Technology, and has more than 20 years of teaching and research experience. He completed his B.E. in Electronics and Communication Engineering from S.V. University, his M.Tech. in Digital Systems at JNT University and his Ph.D. in Electronics and Communication Engineering at IIT Kharagpur. His areas of research interest include multi-media signal processing and communication protocols. He has published more than 120 papers in peer-reviewed journals and reputed conferences. He is a member of several academic bodies, such as IETE, IEEE, ISTE and CSI. He is also a reviewer for several IEEE journals. He was awarded as “Best Teacher” in three consecutive academic years with citation and cash award. He is the recipient of “India Jewel Award” for outstanding contribution to the research in the field of Engineering and Technology.

V. Kamakshi Prasad is Professor in the Department of Computer Science and Engineering in JNTU Hyderabad; he completed his Ph.D. in speech recognition at the Indian Institute of Technology Madras and his M.Tech. in Computer Science and Technology at Andhra University in 1992. He has more than 21 years of teaching and research experience. His areas of research and teaching interest include speech recognition and processing, image processing, pattern recognition, ad hoc networks and computer graphics. He has published several books, chapters and research papers in peer-reviewed journals and conference proceedings. He is also an editorial board member of the International Journal of Wireless Networks and Communications and a member of several academic committees. 

Jiacun Wang received a Ph.D. in Computer Engineering from Nanjing University of Science and Technology (NJUST), China, in 1991. He is currently Professor at the Computer Science and Software Engineering Department at Monmouth University, West Long Branch, New Jersey. From 2001 to 2004, he was a member of scientific staff at Nortel Networks in Richardson, Texas. Prior to joining Nortel, he was a research associate at the School of Computer Science, Florida International University (FIU) at Miami and Associate Professor at NJUST. He has published numerous books and research papers and is Associate Editor of several international journals. He has also served as a program chair, a program co-chair, a special sessions chair and a program committee member for several international conferences. He is the secretary of the Organizing and Planning Committee of the IEEE SMC Society and has been a senior member of IEEE since 2000.

KTV Reddy, Alumni of IIT Bombay, is presently working as Campus Director and Principal, Pravara Technical Education Campus, Sir Visvesvaraya Institute of Technology (SVIT) Nashik. He was Former Director at PSIT Kanpur. During his teaching career at Fr C Rodrigues Institute of Technology (FCRIT), Vashi, he cultivated, promoted and developed the Department of ET to the extent that it started being considered as one of the best institutes under the University of Mumbai. He published over 100 papers in the national and international journals and conferences, delivered over 200 invited talks and organized over 150 conferences/workshops. He is a fellow member of IETE, a senior member of IEEE and a life member of ISTE, ACM and CSI. He has organized several international and national conferences/workshops.

Bibliographic Information

Buying options

eBook
USD 189.00
Price excludes VAT (USA)
  • ISBN: 978-981-16-7088-6
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book
USD 249.99
Price excludes VAT (USA)