Skip to main content
SpringerLink
Log in

Soft Computing and its Engineering Applications

Second International Conference, icSoftComp 2020, Changa, Anand, India, December 11–12, 2020, Proceedings

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Kanubhai K. Patel

    1. Charotar University of Science and Technology, Changa, Anand, India

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Deepak Garg

    1. Bennett University, Greater Noida, India

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Atul Patel

    1. Charotar University of Science and Technology, Changa, Anand, India

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. Pawan Lingras

    1. Saint Mary's University, Halifax, Canada

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Communications in Computer and Information Science (CCIS, volume 1374)

Included in the following conference series:

Conference proceedings info: icSoftComp 2020.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (28 papers)

  1. Front Matter

    Pages I-XIII
    Download chapter PDF

  2. Theory and Methods

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. On the Performance Analysis of Efficient Path-Planning Algorithms for Fire-Fighting Robots

      • Sreesruthi Ramasubramanian, Senthil Arumugam Muthukumaraswamy
      Pages 3-14

    3. Automatic Image Colorization Using GANs

      • Rashi Dhir, Meghna Ashok, Shilpa Gite, Ketan Kotecha
      Pages 15-26

    4. Gujarati Task Oriented Dialogue Slot Tagging Using Deep Neural Network Models

      • Rachana Parikh, Hiren Joshi
      Pages 27-37

    5. Energy Efficient Aspects of Federated Learning – Mechanisms and Opportunities

      • Shajulin Benedict
      Pages 38-51

    6. Classification of UrbanSound8k: A Study Using Convolutional Neural Network and Multiple Data Augmentation Techniques

      • Aamer Abdul Rahman, J. Angel Arul Jothi
      Pages 52-64

    7. Quantile Regression Support Vector Machine (QRSVM) Model for Time Series Data Analysis

      • Dharmendra Patel
      Pages 65-74

    8. Selection of Characteristics by Hybrid Method: RFE, Ridge, Lasso, and Bayesian for the Power Forecast for a Photovoltaic System

      • Jose Cruz, Wilson Mamani, Christian Romero, Ferdinand Pineda
      Pages 75-87

    9. Parameter Optimization of Reaching Law Based Sliding Mode Control by Computational Intelligence Techniques

      • Vishal Mehra, Dipesh Shah
      Pages 88-100

    10. Efficiency of Parallelization Using GPU in Discrete Dynamic Models Construction Process

      • Iryna Strubytska, Pavlo Strubytskyi
      Pages 101-110

    11. On the Performance Analyses of a Modified Force Field Algorithm for Obstacle Avoidance in Swarm Robotics

      • Girish Balasubramanian, Senthil Arumugam Muthukumaraswamy, Xianwen Kong
      Pages 111-122

    12. Rethinking the Limits of Optimization Economic Order Quantity (EOQ) Using Self Generating Training Model by Adaptive-Neuro Fuzzy Inference System

      • A. Stanley Raj, H. Mary Henrietta, K. Kalaiarasi, M. Sumathi
      Pages 123-133

    13. Hybrid POS Tagger for Gujarati Text

      • Chetana Tailor, Bankim Patel
      Pages 134-144

    14. Optimization of ICT Street Infrastructure in Smart Cities

      • Gayatri Doctor, Shamik Joshi, Axay Gandhi
      Pages 145-156

    15. Transfer Learning-Based Image Tagging Using Word Embedding Technique for Image Retrieval Applications

      • M. Poonkodi, J. Arunnehru, K. S. Anand
      Pages 157-168

    16. Comparison of Deep Learning Models for Cancer Metastases Detection: An Experimental Study

      • Vijaya Gajanan Buddhavarapu, J. Angel Arul Jothi
      Pages 169-181

    17. A Lightweight Hybrid Majority Vote Classifier Using Top-k Dataset

      • Moses L. Gadebe, Okuthe P. Kogeda
      Pages 182-196

  3. Systems and Applications

    1. Front Matter

      Pages 197-197
      Download chapter PDF

    2. Twitter Emotion Analysis for Brand Comparison Using Naive Bayes Classifier

      • Siva Shanmugam, Isha Padmanaban
      Pages 199-211
Back to top

Other volumes

  1. Soft Computing and its Engineering Applications

Keywords

About this book

This book constitutes the refereed proceedings of the Second International Conference on Soft Computing and its Engineering Applications, icSoftComp 2020, held in Changa, India, in December 2020. Due to the COVID-19 pandemic the conference was held online. 

The 24 full papers and 4 short papers presented were carefully reviewed and selected from 252 submissions. The papers present recent research on theory and applications in fuzzy computing, neuro computing, and evolutionary computing.

Editors and Affiliations

  • Charotar University of Science and Technology, Changa, Anand, India

    Kanubhai K. Patel, Atul Patel

  • Bennett University, Greater Noida, India

    Deepak Garg

  • Saint Mary's University, Halifax, Canada

    Pawan Lingras

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation