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Intelligent Systems Design and Applications

22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022 - Volume 2

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Ajith Abraham

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

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  2. Sabri Pllana

    1. Center for Smart Computing Continuum, Burgenland, Austria

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  3. Gabriella Casalino

    1. University of Bari, Bari, Italy

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  4. Kun Ma

    1. University of Jinan, Jinan, China

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  5. Anu Bajaj

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

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  • 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 715)

Included in the following conference series:

Conference proceedings info: ISDA 2022.

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Table of contents (57 papers)

  1. Front Matter

    Pages i-xvi
    Download chapter PDF

  2. Towards Automatic Forecasting: Evaluation of Time-Series Forecasting Models for Chickenpox Cases Estimation in Hungary

    • Wadie Skaf, Arzu Tosayeva, Dániel T. Várkonyi
    Pages 1-10

  3. Parameters Optimization in Hydraulically Driven Machines Using Swarm Intelligence

    • Zhanjun Tan, Qasim Khadim, Aki Mikkola, Xiao-Zhi Gao
    Pages 11-20

  4. A Machine Learning Framework for Cereal Yield Forecasting Using Heterogeneous Data

    • Noureddine Jarray, Ali Ben Abbes, Imed Riadh Farah
    Pages 21-30

  5. New Approach in LPR Systems Using Deep Learning to Classify Mercosur License Plates with Perspective Adjustment

    • Luís Fabrício de F. Souza, José Jerovane da Costa Nascimento, Cyro M. G. Sabóia, Adriell G. Marques, Guilherme Freire Brilhante, Lucas de Oliveira Santos et al.
    Pages 31-41

  6. Ensemble of Classifiers for Multilabel Clinical Text Categorization in Portuguese

    • Orrana Lhaynher Veloso Sousa, David Pereira da Silva, Victor Eulalio Sousa Campelo, Romuere Rodrigues Veloso e Silva, Deborah Maria Vieira Magalhães
    Pages 42-51

  7. Semantic Segmentation Using MSRF-NET for Ultrasound Breast Cancer

    • Hamza Hadri, Abderahhim Fail, Mohamed Sadik
    Pages 52-62

  8. A Hybrid Image Steganography Method Based on Spectral and Spatial Domain with High Hiding Ratio

    • D. Kumar, V. K. Sudha
    Pages 63-70

  9. PU Matrix Completion Based Multi-label Classification with Missing Labels

    • Zhidong Huang, Peipei Li, Xuegang Hu
    Pages 71-82

  10. SP2P-MAKA: Smart Contract Based Secure P2P Mutual Authentication Key Agreement Protocol for Intelligent Energy System

    • Pooja Verma, Daya Sagar Gupta
    Pages 83-92

  11. Automated Transformation of IoT Systems Models into Event-B Specifications

    • Abdessamad Saidi, Mohamed Hadj Kacem, Imen Tounsi, Ahmed Hadj Kacem
    Pages 93-104

  12. Prediction of Business Process Execution Time

    • Walid Ben Fradj, Mohamed Turki
    Pages 105-114

  13. Pre-processing and Pre-trained Word Embedding Techniques for Arabic Machine Translation

    • Mohamed Zouidine, Mohammed Khalil, Abdelhamid Ibn El Farouk
    Pages 115-125

  14. A Framework for Automated Abstraction Class Detection for Event Abstraction

    • Chiao-Yun Li, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
    Pages 126-136

  15. Using Clinical Data and Deep Features in Renal Pathologies Classification

    • Laiara Silva, Vinícius Machado, Rodrigo Veras, Keylla Aita, Semiramis do Monte, Nayze Aldeman et al.
    Pages 137-146

  16. An MDA Approach for Extending Functional Dimension for Sensitive Business Processes Execution

    • Zohra Alyani, Mohamed Turki
    Pages 147-155

  17. Double Deep Reinforcement Learning Techniques for Low Dimensional Sensing Mapless Navigation of Terrestrial Mobile Robots

    • Linda Dotto de Moraes, Victor Augusto Kich, Alisson Henrique Kolling, Jair Augusto Bottega, Raul Steinmetz, Emerson Cassiano da Silva et al.
    Pages 156-165

  18. Review on Sentiment Analysis Using Supervised Machine Learning Techniques

    • C. Nalini, B. Dharani, Tamilarasu Baskar, R. Shanthakumari
    Pages 166-177

  19. The Emotional Job-Stress of COVID-19 on Nurses Working in Isolation Centres: A Machine Learning Approach

    • Richard Osei Agjei, Sunday Adewale Olaleye, Frank Adusei-Mensah, Oluwafemi Samson Balogun
    Pages 178-187

  20. An Investigative Approach on the Prediction of Isocitrate Dehydrogenase (IDH1) Mutations and Co-deletion of 1p19q in Glioma Brain Tumors

    • Disha Sushant Wankhede, Chetan J. Shelke
    Pages 188-198
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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

Keywords

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.

 

 


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 2

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

  • Series Title: Lecture Notes in Networks and Systems

  • DOI: https://doi.org/10.1007/978-3-031-35507-3

  • 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: 978-3-031-35506-6Published: 04 June 2023

  • eBook ISBN: 978-3-031-35507-3Published: 02 June 2023

  • Series ISSN: 2367-3370

  • Series E-ISSN: 2367-3389

  • Edition Number: 1

  • Number of Pages: XVI, 599

  • Number of Illustrations: 67 b/w illustrations, 169 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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