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Soft Computing and Its Engineering Applications

4th International Conference, icSoftComp 2022, Changa, Anand, India, December 9–10, 2022, Proceedings

  • Conference proceedings
  • © 2023

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Editors:
  1. Kanubhai K. Patel

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

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  2. K. C. Santosh

    1. University of South Dakota, Vermillion, USA

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  3. Atul Patel

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

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  4. Ashish Ghosh

    1. Indian Statistical Institute, Kolkata, India

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1788)

Included in the following conference series:

Conference proceedings info: icSoftComp 2022.

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Table of contents (36 papers)

  1. Front Matter

    Pages i-xviii
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  2. Theory and Methods

    1. Front Matter

      Pages 1-1
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    2. NAARPreC: A Novel Approach for Adaptive Resource Prediction in Cloud

      • Riddhi Thakkar, Madhuri Bhavsar
      Pages 3-16

    3. One True Pairing: Evaluating Effective Language Pairings for Fake News Detection Employing Zero-Shot Cross-Lingual Transfer

      • Samra Kasim
      Pages 17-28

    4. FedCLUS: Federated Clustering from Distributed Homogeneous Data

      • Sargam Gupta, Shachi Sharma
      Pages 29-41

    5. On Language Clustering: Non-parametric Statistical Approach

      • Anagh Chattopadhyay, Soumya Sankar Ghosh, Samir Karmakar
      Pages 42-55

    6. Method Agnostic Model Class Reliance (MAMCR) Explanation of Multiple Machine Learning Models

      • Abirami Gunasekaran, Minsi Chen, Richard Hill, Keith McCabe
      Pages 56-71

    7. Association Rules Based Feature Extraction for Deep Learning Classification

      • Ruba Kharsa, Zaher Al Aghbari
      Pages 72-83

    8. Global Thresholding Technique for Basal Ganglia Segmentation from Positron Emission Tomography Images

      • Zainab Maalej, Fahmi Ben Rejab, Kaouther Nouira
      Pages 84-95

    9. Oversampling Methods to Handle the Class Imbalance Problem: A Review

      • Harsh Sharma, Anushika Gosain
      Pages 96-110

    10. Analog Implementation of Neural Network

      • Vraj Desai, Pallavi G. Darji
      Pages 111-122

    11. Designing Fog Device Network for Digitization of University Campus

      • Satveer Singh, Deo Prakash Vidyarthi
      Pages 123-134

    12. Word Sense Disambiguation from English to Indic Language: Approaches and Opportunities

      • Binod Kumar Mishra, Suresh Jain
      Pages 135-146

    13. Explainable AI for Predictive Analytics on Employee Attrition

      • Sandip Das, Sayan Chakraborty, Gairik Sajjan, Soumi Majumder, Nilanjan Dey, João Manuel R. S. Tavares
      Pages 147-157

    14. Graph Convolutional Neural Networks for Nuclei Segmentation from Histopathology Images

      • Karishma Damania, J. Angel Arul Jothi
      Pages 158-169

    15. Performance Analysis of Cache Memory in CPU

      • Viraj Mankad, Virag Shah, Sachin Gajjar, Dhaval Shah
      Pages 170-181

    16. Extraction of Single Chemical Structure from Handwritten Complex Chemical Structure with Junction Point Based Segmentation

      • Shrikant Mapari
      Pages 182-196

    17. Automatic Mapping of Deciduous and Evergreen Forest by Using Machine Learning and Satellite Imagery

      • Rashmi Saini, Suraj Singh, Shashi Kant Verma, Sanjeevakumar M. Hatture
      Pages 197-209

  3. Systems and Applications

    1. Front Matter

      Pages 211-211
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    2. RIN: Towards a Semantic Rigorous Interpretable Artificial Immune System for Intrusion Detection

      • Qianru Zhou, Rongzhen Li, Lei Xu, Anmin Fu, Jian Yang, Alasdair J. G. Gray et al.
      Pages 213-224
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About this book

This book constitutes the refereed proceedings of the 4th International Conference on Soft Computing and its Engineering Applications, icSoftComp 2022, held in Changa, Anand, India during December 9–10, 2022. 
The 33 full papers and 3 short papers included in this book were carefully reviewed and selected from 342 submissions. They were organized in topical sections as follows: Theory and Methods; Systems and Applications; and Hybrid Techniques.

Editors and Affiliations

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

    Kanubhai K. Patel, Atul Patel

  • University of South Dakota, Vermillion, USA

    K. C. Santosh

  • Indian Statistical Institute, Kolkata, India

    Ashish Ghosh

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