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Proceedings of the 11th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2019)

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Ajith Abraham

    1. Scientific Network for Innovation and Research Excellence, Machine Intelligence Research Labs (MIR), Auburn, USA

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  2. M. A. Jabbar

    1. Department of Computer Science and Engineering, Vardhaman College of Engineering, Hyderabad, India

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  3. Sanju Tiwari

    1. Departamento de Inteligencia Artificial, Universidad Politécnica de Madrid, Madrid, Spain

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  4. Isabel M. S. Jesus

    1. ISEP - Instituto Superior de Engenharia do Porto, Porto, Portugal

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  • Presents the latest research on soft computing and pattern recognition
  • Gathers the proceedings of the 11th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2019), held in Hyderabad, India, December 13–15, 2019
  • Written by respected experts in the field

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1182)

Included in the following conference series:

Conference proceedings info: SoCPaR 2019.

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Table of contents (31 papers)

  1. Front Matter

    Pages i-xv
    Download chapter PDF

  2. Generalized Fuzzy Rough Sets Based on New Fuzzy Similarity Relation

    • Avatharam Ganivada
    Pages 1-9

  3. SV-NET: A Deep Learning Approach to Video Based Human Activity Recognition

    • Sukrit Bhattacharya, Vaibhav Shaw, Pawan Kumar Singh, Ram Sarkar, Debotosh Bhattacharjee
    Pages 10-20

  4. Machine Learning Based Framework for Recognizing Traffic Signs on Road Surfaces

    • Any Gupta, Ayesha Choudhary
    Pages 21-30

  5. Cursor Control Using Face Gestures

    • Arihant Gaur, Akshata Kinage, Nilakshi Rekhawar, Shubhan Rukmangad, Rohit Lal, Shital Chiddarwar
    Pages 31-40

  6. A Smart Discussion Forum Website

    • Rohit Beniwal, Mohd. Danish, Arpit Goel
    Pages 41-49

  7. Certificate Management System Using Blockchain

    • Anjaneyulu Endurthi, Akhil Khare
    Pages 50-57

  8. Reality Check in Virtual Space for Privacy Behavior of Indian Users of Social Networking Sites

    • Sandeep Mittal, Priyanka Sharma
    Pages 58-70

  9. Application of Artificial Electric Field Algorithm for Economic Load Dispatch Problem

    • Anita, Anupam Yadav, Nitin Kumar
    Pages 71-79

  10. Intelligent Data Compression Policy for Hadoop Performance Optimization

    • A. Ashu, Mir Wajahat Hussain, Diptendu Sinha Roy, Hemant Kumar Reddy
    Pages 80-89

  11. Using 3D Hahn Moments as A Computational Representation of ATS Drugs Molecular Structure

    • Satrya Fajri Pratama, Azah Kamilah Muda, Yun-Huoy Choo, Ramon Carbó-Dorca, Ajith Abraham
    Pages 90-101

  12. Anomaly Detection Using Modified Differential Evolution: An Application to Banking and Insurance

    • Gutha Jaya Krishna, Vadlamani Ravi
    Pages 102-111

  13. Deep Quantile Regression Based Wind Generation and Demand Forecasts

    • N. Kirthika, K. I. Ramachandran, Sasi K. Kottayil
    Pages 112-122

  14. Recommendation System for E-Commerce by Memory Based and Model Based Collaborative Filtering

    • K. RaviKanth, K. ChandraShekar, K. Sreekanth, P. Santhosh Kumar
    Pages 123-129

  15. Malware Behavior Profiling from Unstructured Data

    • Yoong Jien Chiam, Mohd Aizaini Maarof, Mohamad Nizam Kassim, Anazida Zainal
    Pages 130-140

  16. Customized Hidden Layered ANN Based Pattern Recognition Technique for Differential Protection of Power Transformer

    • Harish Balaga, Deepthi Marrapu
    Pages 141-149

  17. Gaussian Naïve Bayes Based Intrusion Detection System

    • Akhil Jabbar Meerja, A. Ashu, Aluvalu Rajani Kanth
    Pages 150-156

  18. Traveler Behavior Cognitive Reasoning Mechanism

    • Ahmed Tlili, Salim Chikhi, Ajith Abraham
    Pages 157-167

  19. Grading Retinopathy of Prematurity with Feedforward Network

    • Shantala Giraddi, Satyadhyan Chickerur, Nirmala Annigeri
    Pages 168-176

  20. Fraudulent e-Commerce Website Detection Model Using HTML, Text and Image Features

    • Eric Khoo, Anazida Zainal, Nurfadilah Ariffin, Mohd Nizam Kassim, Mohd Aizaini Maarof, Majid Bakhtiari
    Pages 177-186
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Other volumes

  1. Proceedings of the 11th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2019)

Keywords

About this book

This book highlights recent research on soft computing, pattern recognition and biologically inspired computing. It presents 24 selected papers from the 11th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2019) and 5 papers from the 11th World Congress on Nature and Biologically Inspired Computing (NaBIC 2019), held at Vardhaman College of Engineering, Hyderabad, India, on December 13–15, 2019. SoCPaR–NaBIC is a premier conference and brings together researchers, engineers and practitioners whose work involves soft computing and bio-inspired computing, as well as their industrial and real-world applications. Including contributions by authors from 15 countries, the book offers a valuable reference guide for all researchers, students and practitioners in the fields of Computer Science and Engineering.

Editors and Affiliations

  • Scientific Network for Innovation and Research Excellence, Machine Intelligence Research Labs (MIR), Auburn, USA

    Ajith Abraham

  • Department of Computer Science and Engineering, Vardhaman College of Engineering, Hyderabad, India

    M. A. Jabbar

  • Departamento de Inteligencia Artificial, Universidad Politécnica de Madrid, Madrid, Spain

    Sanju Tiwari

  • ISEP - Instituto Superior de Engenharia do Porto, Porto, Portugal

    Isabel M. S. Jesus

Bibliographic Information

  • Book Title: Proceedings of the 11th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2019)

  • Editors: Ajith Abraham, M. A. Jabbar, Sanju Tiwari, Isabel M. S. Jesus

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-030-49345-5

  • Publisher: Springer Cham

  • eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2021

  • Softcover ISBN: 978-3-030-49344-8Published: 01 August 2020

  • eBook ISBN: 978-3-030-49345-5Published: 31 July 2020

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XV, 308

  • Number of Illustrations: 29 b/w illustrations, 88 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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