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Intelligent Systems Design and Applications

20th International Conference on Intelligent Systems Design and Applications (ISDA 2020) held December 12-15, 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

  2. Vincenzo Piuri

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

  3. Niketa Gandhi

    1. Machine Intelligence Research Labs (MIR Labs), Auburn, USA

  4. Patrick Siarry

    1. Campus Centre de Créteil, Université Paris-Est Créteil, Créteil, France

  5. Arturas Kaklauskas

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

  6. Ana Madureira

    1. School of Engineering, Instituto Superior de Engenharia do Porto, Porto, Portugal

  • Includes recent research on intelligent systems design and applications
  • Presents the proceedings of the 20th International Conference on Intelligent Systems Design and Applications (ISDA 2020), which was held from December 12 to 15, 2020
  • Written by leading experts in the field

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1351)

Included in the following conference series:

Conference proceedings info: ISDA 2020.

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About this book

This book highlights recent research on intelligent systems and nature-inspired computing. It presents 130 selected papers from the 19th International Conference on Intelligent Systems Design and Applications (ISDA 2020), which was held online. The ISDA is a premier conference in the field of computational intelligence, and the latest installment brought together researchers, engineers and practitioners whose work involves intelligent systems and their applications in industry. Including contributions by authors from 40 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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Table of contents (130 papers)

  1. Front Matter

    Pages i-xxii
    Download chapter PDF

  2. Intelligent Automation Systems at the Core of Industry 4.0

    • Amit Kumar Tyagi, Terrance Frederick Fernandez, Shashvi Mishra, Shabnam Kumari
    Pages 1-18

  3. Hybrid Extreme Learning Machine and Backpropagation with Adaptive Activation Functions for Classification Problems

    • T. L. Fonseca, L. Goliatt
    Pages 19-29

  4. Assessing an Organization Security Culture Based on ENISA Approach

    • Wasnaa Kadhim Jawad
    Pages 30-38

  5. Evaluation of Information Security Policy for Small Company

    • Wasnaa Kadhim Jawad
    Pages 39-48

  6. English-Hindi Cross Language Query Translation and Disambiguation Using Most Salient Seed Word

    • Pratibha Maurya
    Pages 49-58

  7. Relay UAV-Based FSO Communications over Log-Normal Channels with Pointing Errors

    • Ha Duyen Trung, Nguyen Huu Trung
    Pages 59-68

  8. A Novel Generalized Form of Cure Rate Model for an Infectious Disease with Co-infection

    • Oluwafemi Samson Balogun, Sunday Adewale Olaleye, Xiao-Zhi Gao, Pekka Toivanen
    Pages 69-79

  9. A2PF: An Automatic Protein Production Framework

    • Mohamed Hachem Kermani, Zizette Boufaida
    Pages 80-91

  10. Open Vocabulary Recognition of Offline Arabic Handwriting Text Based on Deep Learning

    • Zouhaira Noubigh, Anis Mezghani, Monji Kherallah
    Pages 92-106

  11. Formal Verification of Safety-Critical Systems: A Case-Study in Airbag System Design

    • Susmita Guha, Akash Nag, Rahul Karmakar
    Pages 107-116

  12. Classification of Musical Preference in Generation Z Through EEG Signal Processing and Machine Learning

    • Billy Ward, Chandresh Pravin, Alec Chetcuti, Yoshikatsu Hayashi, Varun Ojha
    Pages 117-127

  13. A Locally Weighted Metric for Measuring the Perceptual Quality of 3D Objects

    • Nessrine Elloumi, Johan Debayle, Habiba Loukil, Med Salim Bouhlel
    Pages 128-139

  14. Transfer Learning for Instance Segmentation of Waste Bottles Using Mask R-CNN Algorithm

    • Punitha Jaikumar, Remy Vandaele, Varun Ojha
    Pages 140-149

  15. ImageFuse: A Multi-view Image Featurization Framework for Visual Question Answering

    • Sruthy Manmadhan, Binsu C. Kovoor
    Pages 150-159

  16. Cooperative Advanced Driver Assistance Systems: A Survey and Recent Trends

    • Islam Elleuch, Achraf Makni, Rafik Bouaziz
    Pages 160-170

  17. Amended Convolutional Neural Network with Global Average Pooling for Image Classification

    • Aiman Al-Sabaawi, Hassan M. Ibrahim, Zinah Mohsin Arkah, Muthana Al-Amidie, Laith Alzubaidi
    Pages 171-180

  18. Employment of Pre-trained Deep Learning Models for Date Classification: A Comparative Study

    • Aiman Al-Sabaawi, Reem Ibrahim Hasan, Mohammed A. Fadhel, Omran Al-Shamma, Laith Alzubaidi
    Pages 181-189

  19. A Study on Evolutionary Algorithms to Reopen Organizations Safely During COVID-19

    • Ashi Gala, Nilakshi Jain, Srikanth Kodeboyina, Ramesh Menon
    Pages 190-199

  20. Learning Spherical Word Vectors for Opinion Mining and Applying on Hotel Reviews

    • Sandra Rizkallah, Amir F. Atiya, Samir Shaheen
    Pages 200-211
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Other volumes

  1. Intelligent Systems Design and Applications

Editors and Affiliations

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

    Ajith Abraham

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

    Vincenzo Piuri

  • Machine Intelligence Research Labs (MIR Labs), Auburn, USA

    Niketa Gandhi

  • Campus Centre de Créteil, Université Paris-Est Créteil, Créteil, France

    Patrick Siarry

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

    Arturas Kaklauskas

  • School of Engineering, Instituto Superior de Engenharia do Porto, Porto, Portugal

    Ana Madureira

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Bibliographic Information

  • Book Title: Intelligent Systems Design and Applications

  • Book Subtitle: 20th International Conference on Intelligent Systems Design and Applications (ISDA 2020) held December 12-15, 2020

  • Editors: Ajith Abraham, Vincenzo Piuri, Niketa Gandhi, Patrick Siarry, Arturas Kaklauskas, Ana Madureira

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-030-71187-0

  • 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: 978-3-030-71186-3Published: 03 June 2021

  • eBook ISBN: 978-3-030-71187-0Published: 02 June 2021

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XXII, 1419

  • Number of Illustrations: 159 b/w illustrations, 430 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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