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Innovations in Bio-Inspired Computing and Applications

Proceedings of the 13th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2022) Held During December 15-17, 2022

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Ajith Abraham

    1. Faculty of Computing and Data Science, Flame University, Pune, India

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  2. Anu Bajaj

    1. Computer Science and Engineering Department, Thapar Institute of Engineering and Technology, Patiala, India

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  3. Niketa Gandhi

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

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  4. Ana Maria Madureira

    1. Interdisciplinary Studies Research Center (ISRC), Institute of Engineering, Polytechnique of Porto (ISEP/P.PORTO), INOV (Institute for Systems and Computer Engineering, Technology and Science), Porto, Portugal

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  5. Cengiz Kahraman

    1. Department of Industrial Engineering, Istanbul Technical University, Istanbul, Türkiye

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  • Presents Innovations in Bio-Inspired Computing and Applications
  • Offers proceedings of the 13th International Conference on Innovations in Bio-Inspired Computing and Applications
  • Written by prominent experts in the field

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 649)

Included in the following conference series:

Conference proceedings info: IBICA 2022.

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Table of contents (86 papers)

  1. Front Matter

    Pages i-xix
    Download chapter PDF

  2. Bioinspired Computing and Applications

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Bayesian Consideration for Intention to Purchase Safe Vegetables: Evidence from Vietnam

      • Bui Huy Khoi
      Pages 3-15

    3. Evolution of Configuration Data in CGP Format Using Parallel GA on Embryonic Fabric

      • Gayatri Malhotra, Punithavathi Duraiswamy, J. K. Kishore
      Pages 16-23

    4. Cross Synergetic Mobilenet-VGG16 for UML Multiclass Diagrams Classification

      • Nesrine Bnouni Rhim, Salim Cheballah, Mouna Ben Mabrouk
      Pages 24-30

    5. Solar Irradiation and Wind Speed Forecasting Based on Regression Machine Learning Models

      • Yahia Amoura, Santiago Torres, José Lima, Ana I. Pereira
      Pages 31-51

    6. Transfer Learning Based Pediatric Pneumonia Diagnosis Using Residual Attention Learning

      • Arun Prakash Jayakanthan, S. Shiva Rupan, V. Sowmya, Moez Krichen, Vinayakumar Ravi
      Pages 52-61

    7. Fuzzy Systems in Bio-inspired Computing: State-of-the-Art Literature Review

      • Cengiz Kahraman, Basar Oztaysi, Sezi Cevik Onar, Selcuk Cebi
      Pages 62-74

    8. Anomaly Detection Framework

      • Nazgul Seralina, Assel Akzhalova
      Pages 75-85

    9. Speech Emotion Recognition Using CNN-LSTM and Vision Transformer

      • C S Ayush Kumar, Advaith Das Maharana, Srinath Murali Krishnan, Sannidhi Sri Sai Hanuma, G. Jyothish Lal, Vinayakumar Ravi
      Pages 86-97

    10. Investigating Digital Addiction in the Context of Machine Learning Based System Design

      • Geetika Johar, Ravindra Patel
      Pages 98-108

    11. Multiobjective Optimization of Airline Crew Management with a Genetic Algorithm

      • Alfredo Crego, Thomas Hanne, Rolf Dornberger
      Pages 109-119

    12. A Novel Approach to the Two-Dimensional Cargo Load Problem

      • Francisco Mateus, André S. Santos, Marlene F. Brito, Ana M. Madureira
      Pages 120-128

    13. Vehicle Detection from Aerial Imagery Using Principal Component Analysis and Deep Learning

      • C. S. Ayush Kumar, Advaith Das Maharana, Srinath Murali Krishnan, Sannidhi Sri Sai Hanuma, V. Sowmya, Vinayakumar Ravi
      Pages 129-140

    14. Bio-inspired Heterogeneity in Swarm Robots

      • Hideyasu Sasaki
      Pages 141-145

    15. Software Defect Prediction Using Cellular Automata as an Ensemble Strategy to Combine Classification Techniques

      • Flávio M. Tavares, Eduardo F. Franco
      Pages 146-154

    16. A Systematic Literature Review on Home Health Care Management

      • Filipe Alves, Ana Maria A. C. Rocha, Ana I. Pereira, Paulo Leitão
      Pages 155-164

    17. The Impact of the Size of the Partition in the Performance of Bat Algorithm

      • Bruno Sousa, André S. Santos, Ana M. Madureira
      Pages 165-175

    18. Automatic Diagnosis Framework for Catheters and Tubes Semantic Segmentation and Placement Errors Detection

      • Abdelfettah Elaanba, Mohammed Ridouani, Larbi Hassouni
      Pages 176-188

    19. How Artificial Intelligence Can Revolutionize Software Testing Techniques

      • Moez Krichen
      Pages 189-198
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  1. Innovations in Bio-Inspired Computing and Applications

Keywords

About this book

This book highlights recent research on bio-inspired computing and its various innovative applications in information and communication technologies. It presents 85 high-quality papers from the 13th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2022) and 12th World Congress on Information and Communication Technologies (WICT 2022), which was held online during 15–17 December 2022. As a premier conference, IBICA–WICT brings together researchers, engineers and practitioners whose work involves bio-inspired computing, computational intelligence and their applications in information security, real-world contexts, etc. Including contributions by authors from 25 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

  • Faculty of Computing and Data Science, Flame University, Pune, India

    Ajith Abraham

  • Computer Science and Engineering Department, Thapar Institute of Engineering and Technology, Patiala, India

    Anu Bajaj

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

    Niketa Gandhi

  • Interdisciplinary Studies Research Center (ISRC), Institute of Engineering, Polytechnique of Porto (ISEP/P.PORTO), INOV (Institute for Systems and Computer Engineering, Technology and Science), Porto, Portugal

    Ana Maria Madureira

  • Department of Industrial Engineering, Istanbul Technical University, Istanbul, Türkiye

    Cengiz Kahraman

Bibliographic Information

  • Book Title: Innovations in Bio-Inspired Computing and Applications

  • Book Subtitle: Proceedings of the 13th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2022) Held During December 15-17, 2022

  • Editors: Ajith Abraham, Anu Bajaj, Niketa Gandhi, Ana Maria Madureira, Cengiz Kahraman

  • Series Title: Lecture Notes in Networks and Systems

  • DOI: https://doi.org/10.1007/978-3-031-27499-2

  • 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 2023

  • Softcover ISBN: 978-3-031-27498-5Published: 28 March 2023

  • eBook ISBN: 978-3-031-27499-2Published: 27 March 2023

  • Series ISSN: 2367-3370

  • Series E-ISSN: 2367-3389

  • Edition Number: 1

  • Number of Pages: XIX, 936

  • Number of Illustrations: 86 b/w illustrations, 311 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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