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Proceedings of the 13th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2021)

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Ajith Abraham

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

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  2. Andries Engelbrecht

    1. Department of Industrial Engineering and Computer Science, Stellenbosch University, Matieland, South Africa

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  3. Fabio Scotti

    1. Department of Computer Science, Università degli Studi di Milano, Milan, Italy

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  4. Niketa Gandhi

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

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  5. Pooja Manghirmalani Mishra

    1. University of Mumbai, Mumbai, India

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  6. Giancarlo Fortino

    1. University of Calabria (Unical), Rende, Italy

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  7. Virgilijus Sakalauskas

    1. Department of Informatics, Vilnius University, Kaunas, Lithuania

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  8. Sabri Pllana

    1. Center for Smart Computing Continuum, Forschung Burgenland, Eisenstadt, Austria

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  • Presents the latest research on soft computing and pattern recognition
  • Proceedings of the 13th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020)
  • Offers a valuable reference guide for all researchers, students, and practitioners

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 417)

Included in the following conference series:

Conference proceedings info: SoCPaR 2021.

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Table of contents (65 papers)

  1. Front Matter

    Pages i-xvi
    Download chapter PDF

  2. Soft Computing and Pattern Recognition

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Performance Enhancement of Action Recognition System Using Inception V3 Model

      • Jessica Sarah, Amisha Michael Danny, Juan Mark Deen
      Pages 3-22

    3. Synchronized Conceptual Representations in Unsupervised Generative Learning

      • Serge Dolgikh
      Pages 23-32

    4. The Xoshiro+ Pseudorandom Number Generator in a Computer Chess Program

      • Tim Schären, Thomas Hanne, Rolf Dornberger
      Pages 33-42

    5. IISCAN: Index-Based Incremental Structural Clustering Technique for Billion-Edge Graphs

      • D. K. Santhosh Kumar, Demian Antony D’Mello
      Pages 43-54

    6. Using a Data Mining Approach to Detect Automobile Insurance Fraud

      • Mabrouka Salmi, Dalia Atif
      Pages 55-66

    7. Arabic Fricative Consonants Characterization According to Places of Articulation

      • Youssef Elfahm, Badia Mounir, Ilham Mounir, Laila Elmaazouzi, Abdelmajid Farchi
      Pages 67-74

    8. Stance Detection on Vietnamese Social Media

      • Oanh Thi Tran, Trang Thanh Dao, Yen Ngoc Dang
      Pages 75-85

    9. Perception of Autonomous Vehicle for Localization Using Camera and GPS

      • Nalini C. Iyer, P. C. Nissimagoudar, Preeti Pillai, H. M. Gireesha, Akash Kulkarni, Aditya Okade
      Pages 86-96

    10. EMG-CapsNet: Elu Multiplication Gate Capsule Network for Complex Images Classification

      • Omaima El Alaoui-Elfels, Taoufiq Gadi
      Pages 97-108

    11. Privacy-Preserving kNN Spatial Query Using Voronoi Diagram

      • Eva Habeeb, Abdullah Al Amodi Ibrahim Kamel, Zaher Al Aghbari
      Pages 109-117

    12. Analysis of Feature Selection Method for 3D Molecular Structure of Amphetamine-Type Stimulants (ATS) Drugs

      • Phoebe E. Knight, Azah Kamilah Muda, Satrya Fajri Pratama
      Pages 118-135

    13. An Efficient Deep Self-learning Artificial Orca Algorithm for Solving Ambulance Dispatching and Calls Covering Problem

      • Lydia Sonia Bendimerad, Habiba Drias
      Pages 136-145

    14. Knee Abnormality Diagnosis Based on Electromyography Signals

      • Sali Issa, Abdel Rohman Khaled
      Pages 146-155

    15. Enhanced LPQ Based Two Novel Blur Invariant Face Descriptors in Light Variations

      • Shekhar Karanwal, Manoj Diwakar
      Pages 156-169

    16. Classification of Fungi Infected Annona Squamosa Plant Using CNN Architectures

      • Sukanya S. Gaikwad, Shivanand S. Rumma, Mallikarjun Hangarge
      Pages 170-177

    17. Multi-pedestrian Tracking and Person Re-identification

      • P. C. Nissimagoudar, Nalini C. Iyer, H. M. Gireesha, Preeti Pillai, Sneha Mallapur
      Pages 178-185

    18. Prediction of Violence Against Adolescent Girls Using Machine Learning Techniques

      • Pooja Manghirmalani Mishra, Sushil Kulkarni
      Pages 186-194

    19. Automated Diagnosis of Diseases Using Integrated Machine Learning Approaches

      • M. V. Sunena Rose, N. V. Sobhana
      Pages 195-204
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Other volumes

  1. Proceedings of the 13th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2021)

Keywords

About this book

This book highlights the recent research on soft computing, pattern recognition, nature-inspired computing and their various practical applications. It presents 53 selected papers from the 13th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2021) and 11 papers from the 13th World Congress on Nature and Biologically Inspired Computing (NaBIC 2021), which was held online, from December 15 to 17, 2021. A premier conference in the field of soft computing, artificial intelligence and machine learning applications, SoCPaR-NaBIC 2021 brought together researchers, engineers and practitioners whose work involves intelligent systems, network security and their applications in industry. Including contributions by authors from over 20 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 Labs), Auburn, USA

    Ajith Abraham, Niketa Gandhi

  • Department of Industrial Engineering and Computer Science, Stellenbosch University, Matieland, South Africa

    Andries Engelbrecht

  • Department of Computer Science, Università degli Studi di Milano, Milan, Italy

    Fabio Scotti

  • University of Mumbai, Mumbai, India

    Pooja Manghirmalani Mishra

  • University of Calabria (Unical), Rende, Italy

    Giancarlo Fortino

  • Department of Informatics, Vilnius University, Kaunas, Lithuania

    Virgilijus Sakalauskas

  • Center for Smart Computing Continuum, Forschung Burgenland, Eisenstadt, Austria

    Sabri Pllana

Bibliographic Information

  • Book Title: Proceedings of the 13th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2021)

  • Editors: Ajith Abraham, Andries Engelbrecht, Fabio Scotti, Niketa Gandhi, Pooja Manghirmalani Mishra, Giancarlo Fortino, Virgilijus Sakalauskas, … Sabri Pllana

  • Series Title: Lecture Notes in Networks and Systems

  • DOI: https://doi.org/10.1007/978-3-030-96302-6

  • 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 2022

  • Softcover ISBN: 978-3-030-96301-9Published: 22 February 2022

  • eBook ISBN: 978-3-030-96302-6Published: 21 February 2022

  • Series ISSN: 2367-3370

  • Series E-ISSN: 2367-3389

  • Edition Number: 1

  • Number of Pages: XVI, 691

  • Number of Illustrations: 94 b/w illustrations, 204 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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