Skip to main content
Springer Nature Link
Log in

Intelligent Systems Design and Applications

22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022 - Volume 4

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Ajith Abraham

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

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Sabri Pllana

    1. Center for Smart Computing Continuum, Burgenland, Austria

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Gabriella Casalino

    1. University of Bari, Bari, Italy

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. Kun Ma

    1. University of Jinan, Jinan, China

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  5. Anu Bajaj

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

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  • Includes recent research on intelligent systems design and applications
  • Presents the proceedings of the 22nd International Conference on Intelligent Systems Design and Applications ISDA 2022
  • Written by leading experts in the field

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 717)

Included in the following conference series:

Conference proceedings info: ISDA 2022.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

eBook USD 229.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

About this book

This book highlights recent research on intelligent systems and nature-inspired computing. It presents 223 selected papers from the 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022), 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 65 countries, the book offers a valuable reference guide for all researchers, students, and practitioners in the fields of computer science and engineering.

 

 


Similar content being viewed by others

Keywords

Table of contents (56 papers)

  1. Front Matter

    Pages i-xv
    Download chapter PDF

  2. Machine Learning Approach for Detection of Mental Health

    • Rani Pacharane, Mahendra Kanojia, Keshav Mishra
    Pages 1-7

  3. U-Net as a Tool for Adjusting the Velocity Distributions of Rheomagnetic Fluids

    • Elena Kornaeva, Alexey Kornaev, Alexander Fetisov, Ivan Stebakov, Leonid Savin
    Pages 8-16

  4. Detection of Similarity Between Business Process Models with the Integration of Semantics in Similarity Measures

    • Wiem Kbaier, Sonia Ayachi Ghannouchi
    Pages 17-29

  5. Efficient Twitter Sentiment Analysis System Using Deep Learning Algorithm

    • R. Devi Priya, Boggala Thulasi Reddy, M. Sarvanan, P. Hariharan, S. Albert Alexander, Geno Peter
    Pages 30-38

  6. An Efficient Deep Learning-Based Breast Cancer Detection Scheme with Small Datasets

    • Adyasha Sahu, Pradeep Kumar Das, Sukadev Meher, Rutuparna Panda, Ajith Abraham
    Pages 39-48

  7. Comparative Analysis of Machine Learning Models for Customer Segmentation

    • Parmeshwara Joga, B. Harshini, Rashmi Sahay
    Pages 49-61

  8. An Intelligent Approach to Identify the Eggs of the Insect Bemisia Tabaci

    • Siwar Mahmoudi, Wiem Nhidi, Chaker Bennour, Ali Ben Belgacem, Ridha Ejbali
    Pages 62-70

  9. Overview of Blockchain-Based Seafood Supply Chain Management

    • Nesrine Ouled Abdallah, Fairouz Fakhfakh, Faten Fakhfakh
    Pages 71-80

  10. Synthesis of a DQN-Based Controller for Improving Performance of Rotor System with Tribotronic Magnetorheological Bearing

    • Alexander Fetisov, Yuri Kazakov, Leonid Savin, Denis Shutin
    Pages 81-91

  11. Card-Not-Present Fraud Detection: Merchant Category Code Prediction of the Next Purchase

    • Marouane Ait Said, Abdelmajid Hajami
    Pages 92-98

  12. Fast Stroke Lesions Segmentation Based on Parzen Estimation and Non-uniform Bit Allocation in Skull CT Images

    • Aldísio Gonçalves Medeiros, Lucas de Oliveira Santos, Pedro Pedrosa Rebouças Filho
    Pages 99-109

  13. Methods for Improving the Fault Diagnosis Accuracy of Rotating Machines

    • Yuri Kazakov, Ivan Stebakov, Alexander Fetisov, Alexey Kornaev, Roman Polyakov
    Pages 110-119

  14. Heuristics Assisted by Machine Learning for the Integrated Production Planning and Distribution Problem

    • Matheus de Freitas Araujo, José Elias Claudio Arroyo, Thiago Henrique Nogueira
    Pages 120-131

  15. LSTM-Based Congestion Detection in Named Data Networks

    • Salwa Abdelwahed, Haifa Touati
    Pages 132-142

  16. Detection of COVID-19 in Computed Tomography Images Using Deep Learning

    • Júlio Vitor Monteiro Marques, Clésio de Araújo Gonçalves, José Fernando de Carvalho Ferreira, Rodrigo de Melo Souza Veras, Ricardo de Andrade Lira Rabelo, Romuere Rodrigues Veloso e Silva
    Pages 143-152

  17. Abnormal Event Detection Method Based on Spatiotemporal CNN Hashing Model

    • Mariem Gnouma, Ridha Ejbali, Mourad Zaied
    Pages 153-165

  18. A Multi-objective Iterated Local Search Heuristic for Energy-Efficient No-Wait Permutation Flowshop Scheduling Problem

    • Gabriel de Paula Félix, José Elias C. Arroyo, Matheus de Freitas Araujo
    Pages 166-176

  19. An Elastic Model for Virtual Computing Labs Using Timed Petri Nets

    • Walid Louhichi, Sana Ben Hamida, Mouhebeddine Berrima
    Pages 177-193

  20. A Decision Support System Based Vehicle Ontology for Solving VRPs

    • Syrine Belguith, Soulef Khalfallah, Ouajdi Korbaa
    Pages 194-203
Back to top

Other volumes

  1. Intelligent Systems Design and Applications

  2. Intelligent Systems Design and Applications

  3. Intelligent Systems Design and Applications

  4. Intelligent Systems Design and Applications

Editors and Affiliations

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

    Ajith Abraham

  • Center for Smart Computing Continuum, Burgenland, Austria

    Sabri Pllana

  • University of Bari, Bari, Italy

    Gabriella Casalino

  • University of Jinan, Jinan, China

    Kun Ma

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

    Anu Bajaj

Bibliographic Information

  • Book Title: Intelligent Systems Design and Applications

  • Book Subtitle: 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022 - Volume 4

  • Editors: Ajith Abraham, Sabri Pllana, Gabriella Casalino, Kun Ma, Anu Bajaj

  • Series Title: Lecture Notes in Networks and Systems

  • DOI: https://doi.org/10.1007/978-3-031-35510-3

  • 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 2023

  • Softcover ISBN: 978-3-031-35509-7Published: 01 June 2023

  • eBook ISBN: 978-3-031-35510-3Published: 31 May 2023

  • Series ISSN: 2367-3370

  • Series E-ISSN: 2367-3389

  • Edition Number: 1

  • Number of Pages: XV, 617

  • Number of Illustrations: 52 b/w illustrations, 188 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

Publish with us

Policies and ethics

Back to top