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Innovations in Bio-Inspired Computing and Applications

Proceedings of the 11th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2020) held during December 16-18, 2020

  • Conference proceedings
  • © 2021

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. Hideyasu Sasaki

    1. National Institute of Information and Communications Technology (NICT), Koganei, Japan

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  3. Ricardo Rios

    1. Universidade Federal da Bahia, Salvador, Brazil

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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. Umang Singh

    1. Institute of Technology and Science, Ghaziabad, India

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  6. Kun Ma

    1. School of Information Science and Engineering, University of Jinan, Jinan, China

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  • Presents Innovations in Bio-Inspired Computing and Applications
  • Includes the Proceedings of the 11th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2020), held online from December 16 to 18, 2020
  • Written by prominent experts in the field

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1372)

Included in the following conference series:

Conference proceedings info: IBICA 2020.

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About this book

This book highlights recent research on bio-inspired computing and its various innovative applications in information and communication technologies. It presents 51 high-quality papers from the 11th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2020) and 10th World Congress on Information and Communication Technologies (WICT 2020), which was held online during December 16–18, 2019. 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.

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Keywords

Table of contents (51 papers)

  1. Front Matter

    Pages i-xv
    Download chapter PDF

  2. A Comparative Analysis of DNA Protein Synthesis for Solving Optimization Problems: A Novel Nature-Inspired Algorithm

    • Samaher Al-Janabi, Ayad F. Alkaim
    Pages 1-22

  3. An Evolutionary Approach for Solving the Minimum Volume Ellipsoid Estimator Problem

    • Rewayda Abo-Alsabeh, Hajem Ati Daham, Abdellah Salhi
    Pages 23-31

  4. A Novel Clustering Based Undersampling Algorithm for Imbalanced Data Sets Using Artificial Bee Colony Algorithm

    • O. A. Ajilisa, V. P. Jagathyraj, M. K. Sabu
    Pages 32-42

  5. Flower Pollination Algorithm in Optimization of Interval Type-2 Fuzzy for Telemedical Problem

    • Uduak Umoh, Abdultaofeek Abayomi, Samuel Udoh, Alimot Abdulazeez
    Pages 43-54

  6. A Hybrid Trust Probability Based C-ACO Model for Large Software Defined Networks

    • Divya Lanka, Selvaradjou Kandasamy
    Pages 55-65

  7. Novel Routing-Scheduling Problem for Home Health Care Network

    • Alireza Ferdowsi, Roghaye Bahrami Taghanaki, Ajith Abraham
    Pages 66-75

  8. A Data-Driven Dynamic Discretization Framework to Solve Combinatorial Problems Using Continuous Metaheuristics

    • Felipe Cisternas-Caneo, Broderick Crawford, Ricardo Soto, Hanns de la Fuente-Mella, Diego Tapia, José Lemus-Romani et al.
    Pages 76-85

  9. Minimizing Tardiness in Stochastic Flexible Job Shop Problem

    • Mahsa Nekouei-Shahraki, Ajith Abraham, Mohammd Mehdi Lotfi
    Pages 86-96

  10. Classification of Metabolic Pathways Using Machine Learning Techniques

    • Jyotshna Dongardive, Suruchi Jamkhedkar
    Pages 97-110

  11. Cooperative Slotted ALOHA with ZigZag Decoding and a Pricing Mechanism

    • Ahmed Boujnoui, Abdellah Zaaloul, Abdelkrim Haqiq
    Pages 111-119

  12. Grey Wolf Optimization Model for the Best Mean-Variance Based Stock Portfolio Selection

    • Dalia Kriksciuniene, Virgilijus Sakalauskas, Audrius Imbrazas
    Pages 120-130

  13. Modelling and Performance Evaluation of IoT Network During the COVID-19 Pandemic

    • Abdessamad Bellouch, Ahmed Boujnoui, Abdellah Zaaloul, Abdelkrim Haqiq
    Pages 131-140

  14. Meta-heuristic Based Multi Objective Supply Chain Model for the Oil Industry in Conditions of Uncertainty

    • Omid Abdolazimi, Ajith Abraham
    Pages 141-153

  15. Effective Machine Learning Approaches for Credit Card Fraud Detection

    • Md. Noor Alam, Prajoy Podder, Subrato Bharati, M. Rubaiyat Hossain Mondal
    Pages 154-163

  16. Scheduling Activities of Smart Phone and Smart Watch Based on Optimal Pattern Model (SA-OPM)

    • Ali Hamza Salman, Samaher Al-Janabi
    Pages 164-178

  17. Literature Survey: Application of Machine Learning Techniques on Static Sign Language Recognition

    • Yael Robert, Yashshree Nigudkar, Anagha Kulkarni, Namita Mutha, Pranjali Barve
    Pages 179-186

  18. EECT: Energy Efficient Clustering Technique Using Node Probability in Ad-Hoc Network

    • Virendra Dani, Nisha Bhati, Deepesh Bhati
    Pages 187-195

  19. A System to Detect the Faces in Unconstrained Environment

    • D. N. Bhavya, H. K. Chethan
    Pages 196-205

  20. Machine Learning for Intrusion Detection: Design and Implementation of an IDS Based on Artificial Neural Network

    • Younes Wadiai, Yousef El Mourabit, Mohammed Baslam
    Pages 206-216
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Other volumes

  1. Innovations in Bio-Inspired Computing and Applications

Editors and Affiliations

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

    Ajith Abraham, Niketa Gandhi

  • National Institute of Information and Communications Technology (NICT), Koganei, Japan

    Hideyasu Sasaki

  • Universidade Federal da Bahia, Salvador, Brazil

    Ricardo Rios

  • Institute of Technology and Science, Ghaziabad, India

    Umang Singh

  • School of Information Science and Engineering, University of Jinan, Jinan, China

    Kun Ma

Bibliographic Information

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

  • Book Subtitle: Proceedings of the 11th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2020) held during December 16-18, 2020

  • Editors: Ajith Abraham, Hideyasu Sasaki, Ricardo Rios, Niketa Gandhi, Umang Singh, Kun Ma

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-030-73603-3

  • 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: 978-3-030-73602-6Published: 10 April 2021

  • eBook ISBN: 978-3-030-73603-3Published: 09 April 2021

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XV, 559

  • Number of Illustrations: 80 b/w illustrations, 153 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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