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Innovations in Bio-Inspired Computing and Applications

Proceedings of the 12th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2021) Held During December 16–18, 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. Ana Maria Madureira

    1. Departamento de Engenharia Informática, Instituto Superior de Engenharia do Port, Porto, Portugal

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  3. Arturas Kaklauskas

    1. Department of Construction Management and Real Estate, Vilnius Gediminas Technical University, Vilnius, Lithuania

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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. Anu Bajaj

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

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  6. Azah Kamilah Muda

    1. Faculty of Information Communication Technology, Universiti Teknikal Malaysia Melaka, Durian Tunggal, Malaysia

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  7. Dalia Kriksciuniene

    1. Vilnius University, Kaunas, Lithuania

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  8. João Carlos Ferreira

    1. Lisbon University Institute, Lisbon, Portugal

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  • Presents Innovations in Bio-Inspired Computing and Applications
  • Covers proceedings of the 12th 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 419)

Included in the following conference series:

Conference proceedings info: IBICA 2021.

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Table of contents (80 papers)

  1. Front Matter

    Pages i-xviii
    Download chapter PDF

  2. Bio-inspired Computing and Applications

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. BIC Algorithm for Heineken Brand Awareness in Vietnam Market

      • Nguyen Thi Ngan, Bui Huy Khoi
      Pages 3-14

    3. Comparison of Ant Colony Optimization Algorithms for Small-Sized Travelling Salesman Problems

      • Arcsuta Subaskaran, Marc Krähemann, Thomas Hanne, Rolf Dornberger
      Pages 15-23

    4. Tamilnadu Omnibus Travels Evaluation Using TOPSIS and Fuzzy TOPSIS Methods

      • S. M. Vadivel, A. H. Sequeira, Sunil Kumar Jauhar, V. Chandana
      Pages 24-31

    5. A Hybrid Feature Extraction Method Using SeaLion Optimization for Meningioma Detection from MRI Brain Image

      • S. U. Aswathy, Divya Stephen, Bibin Vincent, P. Prajoon
      Pages 32-41

    6. An Effective Integrity Verification Scheme for Ensuring Data Integrity in Cloud Computing

      • Minakshi Kamboj, Sanjeev Rana
      Pages 42-54

    7. A Survey on Arrhythmia Disease Detection Using Deep Learning Methods

      • George C. Lufiya, Jyothi Thomas, S. U. Aswathy
      Pages 55-64

    8. Comparison of Different Machine Learning Methods to Detect Fake News

      • Tanishka Badhe, Janhavi Borde, Vaishnavi Thakur, Bhagyashree Waghmare, Anagha Chaudhari
      Pages 65-77

    9. A Tool for Air Cargo Planning and Distribution

      • Diana Costa, André S. Santos, João A. Bastos, Ana M. Madureira, Marlene F. Brito
      Pages 78-87

    10. A Markov Model for Improving the Performance of COVID-19 Contact Tracing App

      • Abdessamad Bellouch, Ahmed Boujnoui, Abdellah Zaaloul, Abdelkrim Haqiq, Aboul Ella Hassanien
      Pages 88-97

    11. NLP and Logic Reasoning for Fully Automating Test

      • Nesrine Bnouni Rhim, Mouna Ben Mabrouk
      Pages 98-109

    12. A Comparative Study of Three LoRa Collision Resolution Schemes: A Markov Model-Based Approach

      • Abdellah Amzil, Abdessamad Bellouch, Ahmed Boujnoui, Mohamed Hanini, Abdellah Zaaloul
      Pages 110-119

    13. Production Scheduling Using Multi-objective Optimization and Cluster Approaches

      • Beatriz Flamia Azevedo, Maria Leonilde R. Varela, Ana I. Pereira
      Pages 120-129

    14. Data Prediction Model in Wireless Sensor Networks: A Machine Learning Approach

      • Khushboo Jain, Manali Gupta, Ajith Abraham
      Pages 130-140

    15. A Study of Version Control System in Software Development Management Concerning PLC Environments

      • Domingos Costa, Senhorinha Teixeira, Leonilde R. Varela
      Pages 141-149

    16. REGION: Relevant Entropy Graph spatIO-temporal convolutional Network for Pedestrian Trajectory Prediction

      • Naiyao Wang, Yukun Wang, Changdong Zhou, Ajith Abraham, Hongbo Liu
      Pages 150-159

    17. An Analysis of Multipath TCP for Improving Network Performance

      • Virendra Dani, Sneha Nagar, Vishal Pawar
      Pages 160-169

    18. Improving 3D Plankton Image Classification with C3D2 Architecture and Context Metadata

      • Nassima Benammar, Haithem Kahil, Anas Titah, Facundo M. Calcagno, Amna Abidi, Mouna Ben Mabrouk
      Pages 170-182

    19. Livestock Application: Naïve Bayes for Diseases Forecast in a Bovine Production Application

      • Aline Neto, Susana Nicola, Joaquim Moreira, Bruno Fonte
      Pages 183-192
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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 80 high-quality papers from the 12th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2021) and 11th World Congress on Information and Communication Technologies (WICT 2021), which was held online during December 16–18, 2021. 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

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

    Ajith Abraham, Niketa Gandhi, Anu Bajaj

  • Departamento de Engenharia Informática, Instituto Superior de Engenharia do Port, Porto, Portugal

    Ana Maria Madureira

  • Department of Construction Management and Real Estate, Vilnius Gediminas Technical University, Vilnius, Lithuania

    Arturas Kaklauskas

  • Faculty of Information Communication Technology, Universiti Teknikal Malaysia Melaka, Durian Tunggal, Malaysia

    Azah Kamilah Muda

  • Vilnius University, Kaunas, Lithuania

    Dalia Kriksciuniene

  • Lisbon University Institute, Lisbon, Portugal

    João Carlos Ferreira

Bibliographic Information

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

  • Book Subtitle: Proceedings of the 12th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2021) Held During December 16–18, 2021

  • Editors: Ajith Abraham, Ana Maria Madureira, Arturas Kaklauskas, Niketa Gandhi, Anu Bajaj, Azah Kamilah Muda, Dalia Kriksciuniene, … João Carlos Ferreira

  • Series Title: Lecture Notes in Networks and Systems

  • DOI: https://doi.org/10.1007/978-3-030-96299-9

  • 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: 978-3-030-96298-2Published: 22 February 2022

  • eBook ISBN: 978-3-030-96299-9Published: 21 February 2022

  • Series ISSN: 2367-3370

  • Series E-ISSN: 2367-3389

  • Edition Number: 1

  • Number of Pages: XVIII, 866

  • Number of Illustrations: 104 b/w illustrations, 281 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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