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Intelligent Systems Design and Applications

21st International Conference on Intelligent Systems Design and Applications (ISDA 2021) Held During December 13–15, 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. Niketa Gandhi

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

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  3. Thomas Hanne

    1. Institut für Wirtschaftsinformatik, Fachhochschule Nordwestschweiz, Olten, Switzerland

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  4. Tzung-Pei Hong

    1. Department of Computer Science and information Engineering, National University of Kaohsiung, Kaohsiung, Taiwan

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  5. Tatiane Nogueira Rios

    1. Federal University of Bahia, Ondina, Brazil

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  6. Weiping Ding

    1. Nantong University, Nantong Shi, China

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  • Includes recent research on intelligent systems design and applications
  • Presents the proceedings of the 21st International Conference on Intelligent Systems Design and Applications ISDA 2021
  • Written by leading experts in the field

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 418)

Included in the following conference series:

Conference proceedings info: ISDA 2021.

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Table of contents (132 papers)

  1. Front Matter

    Pages i-xxii
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  2. Open-Ended Automatic Programming Through Combinatorial Evolution

    • Sebastian Fix, Thomas Probst, Oliver Ruggli, Thomas Hanne, Patrik Christen
    Pages 1-12

  3. Deep Face Mask Detection: Prevention and Mitigation of COVID-19

    • Sahar Dammak, Hazar Mliki, Emna Fendri
    Pages 13-22

  4. Extracting Emotion and Sentiment Quotient of Viral Information Over Twitter

    • Pawan Kumar, Reiben Eappen Reji, Vikram Singh
    Pages 23-33

  5. Maintaining Scalability in Blockchain

    • Anova Ajay Pandey, Terrance Frederick Fernandez, Rohit Bansal, Amit Kumar Tyagi
    Pages 34-45

  6. Thoracic Disease Chest Radiographic Image Dataset: A Comprehensive Review

    • Priyanka Malhotra, Sheifali Gupta, Atef Zaguia, Deepika Koundal
    Pages 46-56

  7. Batch Normalization and Dropout Regularization in Training Deep Neural Networks with Label Noise

    • Andrzej Rusiecki
    Pages 57-66

  8. Intelligent Software Engineering: The Significance of Artificial Intelligence Techniques in Enhancing Software Development Lifecycle Processes

    • Vaishnavi Kulkarni, Anurag Kolhe, Jay Kulkarni
    Pages 67-82

  9. Honey Bee Queen Presence Detection from Audio Field Recordings Using Summarized Spectrogram and Convolutional Neural Networks

    • Agnieszka Orlowska, Dominique Fourer, Jean-Paul Gavini, Dominique Cassou-Ribehart
    Pages 83-92

  10. Formal Verification Techniques: A Comparative Analysis for Critical System Design

    • Rahul Karmakar
    Pages 93-102

  11. Investigating Drug Peddling in Nigeria Using a Machine Learning Approach

    • Oluwafemi Samson Balogun, Sunday Adewale Olaleye, Mazhar Moshin, Keijo Haataja, Xiao-Zhi Gao, Pekka Toivanen
    Pages 103-120

  12. Selective Information Control and Layer-Wise Partial Collective Compression for Multi-Layered Neural Networks

    • Ryotaro Kamimura
    Pages 121-131

  13. Semantic Representation Driven by a Musculoskeletal Ontology for Bone Tumors Diagnosis

    • Mayssa Bensalah, Atef Boujelben, Yosr Hentati, Mouna Baklouti, Mohamed Abid
    Pages 132-144

  14. Centrifugal Pump Fault Diagnosis Using Discriminative Factor-Based Features Selection and K-Nearest Neighbors

    • Zahoor Ahmad, Md. Junayed Hasan, Jong-Myon Kim
    Pages 145-153

  15. Transfer Learning with 2D Vibration Images for Fault Diagnosis of Bearings Under Variable Speed

    • Zahoor Ahmad, Md Junayed Hasan, Jong-Myon Kim
    Pages 154-164

  16. Performance Evaluation of Microservices Featuring Different Implementation Patterns

    • Leandro Costa, António Nestor Ribeiro
    Pages 165-176

  17. Lifetime Optimization of Sensor Networks with Mobile Sink and Solar Energy Supply

    • Mehdi Achour, Amine Boufaied
    Pages 177-187

  18. Counting Vehicle by Axes with High-Precision in Brazilian Roads with Deep Learning Methods

    • Adson M. Santos, Carmelo J. A. Bastos-Filho, Alexandre M. A. Maciel
    Pages 188-198

  19. Imbalanced Learning for Robust Moving Object Classification in Video Surveillance Applications

    • Rania Rebai Boukhriss, Ikram Chaabane, Radhouane Guermazi, Emna Fendri, Mohamed Hammami
    Pages 199-209

  20. Mining Frequently Traveled Routes During COVID-19

    • George Obaido, Kehinde Aruleba, Oluwaseun Alexander Dada, Ibomoiye Domor Mienye
    Pages 210-219
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Other volumes

  1. Intelligent Systems Design and Applications

Keywords

About this book

This book highlights recent research on intelligent systems and nature-inspired computing. It presents 132 selected papers from the 21st International Conference on Intelligent Systems Design and Applications (ISDA 2021), 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 34 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

  • Institut für Wirtschaftsinformatik, Fachhochschule Nordwestschweiz, Olten, Switzerland

    Thomas Hanne

  • Department of Computer Science and information Engineering, National University of Kaohsiung, Kaohsiung, Taiwan

    Tzung-Pei Hong

  • Federal University of Bahia, Ondina, Brazil

    Tatiane Nogueira Rios

  • Nantong University, Nantong Shi, China

    Weiping Ding

Bibliographic Information

  • Book Title: Intelligent Systems Design and Applications

  • Book Subtitle: 21st International Conference on Intelligent Systems Design and Applications (ISDA 2021) Held During December 13–15, 2021

  • Editors: Ajith Abraham, Niketa Gandhi, Thomas Hanne, Tzung-Pei Hong, Tatiane Nogueira Rios, Weiping Ding

  • Series Title: Lecture Notes in Networks and Systems

  • DOI: https://doi.org/10.1007/978-3-030-96308-8

  • 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: 978-3-030-96307-1Published: 29 March 2022

  • eBook ISBN: 978-3-030-96308-8Published: 26 March 2022

  • Series ISSN: 2367-3370

  • Series E-ISSN: 2367-3389

  • Edition Number: 1

  • Number of Pages: XXII, 1439

  • Number of Illustrations: 171 b/w illustrations, 443 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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