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  • Conference proceedings
  • © 2021

Soft Computing Techniques and Applications

Proceeding of the International Conference on Computing and Communication (IC3 2020)

  • Presents research works in the field of soft computing techniques and applications in solving problems from various engineering domains

  • Gathers the outcomes of the IC3 2020, held at SMIT, Sikkim, India

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

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1248)

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  • ISBN: 978-981-15-7394-1
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Table of contents (62 papers)

  1. Front Matter

    Pages i-xvi
  2. Scene Character Recognition with Morphological Filtering and HOG Features

    • Payel Sengupta, Ayatullah Faruk Mollah
    Pages 1-9
  3. Rice Disease Detection and Monitoring Using CNN and Naive Bayes Classification

    • Debaniranjan Mohapatra, Jogeswar Tripathy, Tapas Kumar Patra
    Pages 11-29
  4. Air Quality Prediction Using Artificial Neural Network

    • Limali Sahoo, Bani Bhusan Praharaj, Manoj Kumar Sahoo
    Pages 31-37
  5. Crime Rate Prediction Using Machine Learning and Data Mining

    • Sakib Mahmud, Musfika Nuha, Abdus Sattar
    Pages 59-69
  6. Novel User Preference Recommender System Based on Twitter Profile Analysis

    • Narasimha Rao Vajjhala, Sandip Rakshit, Michael Oshogbunu, Shafiu Salisu
    Pages 85-93
  7. Cycloconverter Fed Capacitor Start Capacitor Run Induction Motor Drive: Simulation Analysis

    • Pragada Niharika, Vinnakota Vineetha, K. Durgendra Kumar
    Pages 95-101
  8. Control Scheme to Minimize Torque Ripple of SRM

    • M. Venkatesh, Vijayasri Varshikha Joshi, K. L. Mounika, B. Veeranarayana
    Pages 103-109
  9. Simulation and Analysis of Seven-Level Voltage Source Inverter

    • L. Sri Hansitha Priya, K. Rajesh, U. Satya Sai Polaraju, N. Rajesh
    Pages 111-120
  10. Study of Protection, Fault and Condition Monitoring of Induction Motor

    • Ch. Seshu Mohan, E. V. Madhav Kumar, K. Harikrishna, Petta Sridhar
    Pages 121-130
  11. Analysis of Inverter Topologies and Controller Schemes in Grid-Connected Photovoltaic Module

    • Dammala Naveena, A. S. S. V. Lakshmi, S. Reddy Ramesh
    Pages 131-137
  12. Aerodynamic Modelling and Analysis of Wind Turbine

    • K. Giridhar, S. J. Venkata Aravind, Sana Vani
    Pages 139-145
  13. Suicidal Intent Prediction Using Natural Language Processing (Bag of Words) Approach

    • Ononuju Adaihuoma Chidinma, Samarjeet Borah, Ranjit Panigrahi
    Pages 147-153
  14. Analyzing Performance of Virtualization and Green Computation Applying Firefly Approach

    • Jyoti Prakash Mishra, Zdzislaw Polkowski, Sambit Kumar Mishra
    Pages 155-163
  15. Model-Order Reduction and Reduced Controller Design Using Routh Approximation and Factor Division Method

    • Karri Sudheswari, Rayadu Veera Ganesh, Ch. Manoj, Adireddy Ramesh, K. Manoz Kumar Reddy
    Pages 165-170
  16. Community Detection in a Patient-Centric Social Network

    • Swarupananda Bissoyi, Manas Ranjan Patra
    Pages 171-182
  17. Performance Analysis of Single-Phase VSI Using Variable and Multi-pulse-Width Modulation Techniques

    • Kurumalla Saithulasi, Panniru Raj kumar, Koppisetti Chandra Mukesh kumar, K. RamBabu
    Pages 183-193
  18. Design of Power Conditioning Unit for Wind Energy Conversion System Using Resonant Converter

    • K. Ganesh Sai Reddy, K. Sai Babu, D. V. L. N. Murthy, K. Prabharani
    Pages 195-201

About this book

Focusing on soft computing techniques and application in various engineering research domains, this book presents the state-of-the-art outcomes from ongoing research works being conducted in various research laboratories and educational institutions. The included research works deal with estimated models and give resolutions to complex real-life issues. In the field of evolutionary computing and other domains of applications, such as, data mining and fuzzy logic, soft computing techniques play an incomparable role, where it successfully handles contemporary computationally intensive and complex problems that have usually appeared to be inflexible to traditional mathematical methods. Comprising the concepts and applications of soft computing with other emerging research domains, this book cherishes varieties of modern applications in the fields of natural language processing, image processing, biomedical engineering, communication, control systems, circuit design etc.    

 


Keywords

  • Machine Learning
  • Data Mining
  • Speech Processing
  • Image Processing
  • Computer Vision
  • Data Analytics

Editors and Affiliations

  • Sikkim Manipal Institute of Technology, Majhitar, India

    Samarjeet Borah, Ratika Pradhan

  • Department of Computer Science and Engineering, JIS University, Kolkata, India

    Nilanjan Dey

  • GLA University, Mathura, India

    Phalguni Gupta

About the editors

Dr. Samarjeet Borah is currently working as Professor in the Department of Computer Applications, Sikkim Manipal University (SMU), Sikkim, India. Dr. Borah handles various academics, research and administrative activities. He is also involved in curriculum development activities, board of studies, doctoral research committee, IT infrastructure management etc. along with various administrative activities under SMU. Dr. Borah is involved with three funded projects in the capacity of Principal Investigator/Co-principal Investigator. The projects are sponsored by, AICTE (Govt. of India), DST-CSRI (Govt. of India) and Dr. TMA Pai Endowment Fund. Dr. Borah is involved with various journals of repute and book volumes as Editor/Guest Editor.

Dr. Ratika Pradhan is working as Professor in the Department of Computer Science and Engineering, Sikkim Manipal Institute of Technology since July 1999. She received Ph.D. from Sikkim Manipal University (SMU) in 2011 and M.E. (CSE) from Jadavpur University, Jadavpur, in 2004. Her areas of research interest are digital image processing, remote sensing, and GIS. She has published 25 journal papers, and 5 conference papers. Dr. Pradhan also completed few research projects funded by All India Council for Technical Education, Govt. of India.

Nilanjan Dey is an Asst. Professor in the Deptt. of IT at Techno International New Town, India. He is a visiting fellow of the University of Reading, UK. He was awarded his PhD. from Jadavpur University in 2015. He is the Editor-in-Chief of the International Journal of Ambient Computing and Intelligence, IGI Global, and Series Co-Editor of Springer Tracts in Nature-Inspired Computing, SpringerNature. He is the Indian Ambassador of IFIP – Young ICT Group. 

Dr. Phalguni Gupta received his Doctoral degree from Indian Institute of Technology Kharagpur in 1986. He started his carrier in 1983 by joining in Space Applications Centre (ISRO) Ahmedabad, India as a Scientist. In 1987, he joined the Department of Computer Science and Engineering, Indian Institute of Technology Kanpur, India. He is a Professor in the department. Currently, he is the Vice Chancellor of GLA University, Mathura. He has published about 300 papers in International Journals and Conferences. He is also an author of 2 books and 14 book chapters. He has dealt with several sponsored and consultancy projects which are funded by the Government of India. Some of these projects are in the area of Biometrics, System Solver, Grid Computing, Image Processing, Mobile Computing, and Network Flow. He has established the Biometrics Lab at IIT Kanpur.

 


Bibliographic Information

Buying options

eBook USD 219.00
Price excludes VAT (USA)
  • ISBN: 978-981-15-7394-1
  • 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 279.99
Price excludes VAT (USA)