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Intelligent Systems Design and Applications

19th International Conference on Intelligent Systems Design and Applications (ISDA 2019) held December 3-5, 2019

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Ajith Abraham

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

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  2. Patrick Siarry

    1. Université Paris-Est Créteil Val-de-Ma, Creteil Cedex, France

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  3. Kun Ma

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

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  4. Arturas Kaklauskas

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

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  • Includes recent research on intelligent systems design and applications
  • Gathers the proceedings of the 19th International Conference on Intelligent Systems Design and Applications (ISDA 2019), which was held from December 3 to 5, 2019
  • Written by leading experts in the field

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1181)

Included in the following conference series:

Conference proceedings info: ISDA 2019.

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About this book

This book highlights recent research on intelligent systems and nature-inspired computing. It presents 62 selected papers from the 19th International Conference on Intelligent Systems Design and Applications (ISDA 2019), 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 33 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 (63 papers)

  1. Front Matter

    Pages i-xvi
    Download chapter PDF

  2. Data Jackets as Communicable Metadata for Potential Innovators – Toward Opening to Social Contexts

    • Yukio Ohsawa, Sae Kondo, Teruaki Hayashi
    Pages 1-13

  3. A Proposal Based on Instance Typicality for Dealing with Nominal Attribute Values in Instance-Based Learning Environments

    • S. V. Gonçalves, M. C. Nicoletti
    Pages 14-23

  4. Dataset for Intrusion Detection in Mobile Ad-Hoc Networks

    • Rahma Meddeb, Bayrem Triki, Farah Jemili, Ouajdi Korbaa
    Pages 24-34

  5. Visual Password Scheme Using Bag Context Shape Grammars

    • Blessing Ogbuokiri, Mpho Raborife
    Pages 35-47

  6. Peak Detection Enhancement in Autonomous Wearable Fall Detection

    • Mario Villar, Jose R. Villar
    Pages 48-58

  7. Automated Detection of Tuberculosis from Sputum Smear Microscopic Images Using Transfer Learning Techniques

    • Lillian Muyama, Joyce Nakatumba-Nabende, Deborah Mudali
    Pages 59-68

  8. Comparative Performance Analysis of Neural Network Base Training Algorithm and Neuro-Fuzzy System with SOM for the Purpose of Prediction of the Features of Superconductors

    • Subrato Bharati, Mohammad Atikur Rahman, Prajoy Podder, Md. Robiul Alam Robel, Niketa Gandhi
    Pages 69-79

  9. Automatic Detection of Parkinson’s Disease from Speech Using Acoustic, Prosodic and Phonetic Features

    • Rania Khaskhoussy, Yassine Ben Ayed
    Pages 80-89

  10. A Deep Convolutional Neural Network Model for Multi-class Fruits Classification

    • Laith Alzubaidi, Omran Al-Shamma, Mohammed A. Fadhel, Zinah Mohsin Arkah, Fouad H. Awad
    Pages 90-99

  11. Distributed Architecture of Snort IDS in Cloud Environment

    • Mondher Essid, Farah Jemili, Ouajdi Korbaa
    Pages 100-111

  12. Turing-Style Test Approach for Verification and Validation of Unmanned Aerial Vehicles’ Intelligence

    • Marwa Brichni, Said El Gattoufi
    Pages 112-121

  13. Big Data Processing for Intrusion Detection System Context: A Review

    • Marwa Elayni, Farah Jemili, Ouajdi Korbaa, Basel Solaiman
    Pages 122-131

  14. Hardware Accelerator for Real-Time Holographic Projector

    • Mohammed A. Fadhel, Omran Al-Shamma, Laith Alzubaidi
    Pages 132-139

  15. Automatic Lung Segmentation in CT Images Using Mask R-CNN for Mapping the Feature Extraction in Supervised Methods of Machine Learning

    • Luís Fabrício de F. Souza, Gabriel Bandeira Holanda, Shara S. A. Alves, Francisco Hércules dos S. Silva, Pedro Pedrosa Rebouças Filho
    Pages 140-149

  16. Structures Discovering for Optimizing External Clustering Validation Metrics

    • Marcos A. Spalenza, Juliana P. C. Pirovani, Elias de Oliveira
    Pages 150-161

  17. The Influence of NER on the Essay Grading

    • Elias Oliveira, James Alves, Jessica Brito, Juliana Pirovani
    Pages 162-171

  18. Evaluation of Acoustic Features for Early Diagnosis of Alzheimer Disease

    • Randa Ben Ammar, Yassine Ben Ayed
    Pages 172-181

  19. P-Median Problem: A Real Case Application

    • M. B. Bernábe-Loranca, R. González-Velázquez, Erika Granillo-Martinez, M. Romero-Montoya, Ricardo A. Barrera-Cámara
    Pages 182-192

  20. Towards Context-Aware Business Process Cost Data Analysis Including the Control-Flow Perspective

    • Dhafer Thabet, Nourhen Ganouni, Sonia Ayachi Ghannouchi, Henda Hajjami Ben Ghezala
    Pages 193-204
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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), Auburn, USA

    Ajith Abraham

  • Université Paris-Est Créteil Val-de-Ma, Creteil Cedex, France

    Patrick Siarry

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

    Kun Ma

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

    Arturas Kaklauskas

Bibliographic Information

  • Book Title: Intelligent Systems Design and Applications

  • Book Subtitle: 19th International Conference on Intelligent Systems Design and Applications (ISDA 2019) held December 3-5, 2019

  • Editors: Ajith Abraham, Patrick Siarry, Kun Ma, Arturas Kaklauskas

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-030-49342-4

  • 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: 978-3-030-49341-7Published: 15 August 2020

  • eBook ISBN: 978-3-030-49342-4Published: 14 August 2020

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XVI, 663

  • Number of Illustrations: 101 b/w illustrations, 207 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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