Soft Computing and its Engineering Applications

1. Front Matter

   Pages I-XIII

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2. Theory and Methods

   1. Front Matter

      Pages 1-1

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   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

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

      • Siva Shanmugam, Isha Padmanaban

      Pages 199-211

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.

• artificial intelligence
• computer hardware
• computer networks
• computer systems
• computer vision
• correlation analysis
• image analysis
• image processing
• image segmentation
• machine learning
• network protocols
• neural networks
• pattern recognition
• signal processing
• software design
• software engineering
• telecommunication systems

• 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

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