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Soft Computing Applications

Proceedings of the 9th International Workshop Soft Computing Applications (SOFA 2020)

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Valentina Emilia Balas

    1. Faculty of Engineering, Department of Automatics and Applied Software, Aurel Vlaicu University of Arad, Arad, Romania

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  2. Lakhmi C. Jain

    1. Aurel Vlaicu University of Arad, Arad, Romania

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  3. Marius Mircea Balas

    1. Faculty of Engineering, Department of Automatics and Applied Software, Aurel Vlaicu University of Arad, Arad, Romania

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  4. Dumitru Baleanu

    1. Cankaya University, Ankara, Türkiye

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  • Provides a comprehensive description of recent development of soft computing techniques and applications
  • Introduces new tools, algorithms, architectures, and applications of Internet of Things
  • Compares the characteristics advantages and disadvantages of emerging and intelligent computing technologies

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1438)

Included in the following conference series:

Conference proceedings info: SOFA 2020.

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Table of contents (56 papers)

  1. Front Matter

    Pages i-xxiv
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  2. Soft Computing and Intelligent Control

    1. Front Matter

      Pages 1-1
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    2. Enhanced Functionality of Footing Machine through Deep Learning

      • Amnah Haroon, Umar Farooq, Jason Gu, Areesha Rahim, Hareem Siddique, Iqra Maryyam et al.
      Pages 3-11

    3. Control of Robotic Manipulator Using Optimized Neural Networks

      • Koceila Cherfouh, Jason Gu, Umar Farooq, Muhammad Usman Asad, Khurram Karim Qureshi
      Pages 12-27

    4. Robot Identification using Modern Pattern Recognition Techniques

      • K. Cherfouh, E. W. Handerson, J. Gu, E. Scheme, M. Asad, U. Farooq
      Pages 28-40

    5. Fuzzy Logic Based Diagnostic System for High Voltage Devices

      • Florian Iulian Crisovan, Attila Simo, Mihaela Frigura-Iliasa, Flaviu Mihai Frigura-Iliasa, Simona Dzitac
      Pages 41-48

  3. Intelligent Systems in Medicine

    1. Front Matter

      Pages 49-49
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    2. Ontology-Driven Smart Health Insurance System

      • Muhammad Raza Naqvi, Syed Khuram Shahzad, Muhammad Waseem Iqbal, Maryam Al‐Thawadi
      Pages 51-65

    3. Autistic Verbal Behavior Parameters

      • Daniela López De Luise, Pescio Pablo, Ben Raul Saad, Christian Saliwonczyk, Tiago Ibacache, Lucas Soria et al.
      Pages 66-77

    4. Energy Efficient Data Transmission in Wireless Body Area Network (WBAN)

      • Poonam Rani, Ankur Dumka, Rishika Yadav, Vikash Yadav
      Pages 78-87

    5. Neurodegenerative Disorders Screening System using ‘Intelligent’ Sensors

      • Diana-Roxana Izdrui, Marius Gheorghe Hagan, Oana Geman
      Pages 88-109

    6. Language in the Brain

      • Diana-Roxana Izdrui, Oana Geman
      Pages 110-123

  4. Intelligent Systems for Education

    1. Front Matter

      Pages 125-125
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    2. A Neural Network-Based Student Performance Evaluation Method for Smart Learning Systems

      • Saima Siraj Soomro, Akhtar Hussain Jalbani, Muhammad Ibrahim Channa, Shamshad Lakho, Imran Ali Memon
      Pages 127-137

    3. Blended Enriched Virtual Model for the Prediction of Students’ Performance Using Probablistic Based Model

      • Shamshad Lakho, Akhtar Hussain Jalbani, Imran Ali Memon, Saima Siraj Soomro, Asghar Ali Chandio
      Pages 138-144

    4. Application of Genetic Algorithm in the Generation of Exam Tests

      • Doru Anastasiu Popescu, Gabriel Ciprian Stanciu, Daniel Nijloveanu
      Pages 145-152

    5. Model of Online Course Activities Management

      • Doru Anastasiu Popescu, Tița Victor, Nicolae Bold
      Pages 153-158

    6. Auto-expansion Approach for Searching in Reduced Set of Documents

      • Claudia Alvarez, Daniela López De Luise, Andrés Pascal, Carlos Pankrac, Juan Manuel Santa Cruz, Marcos Tournoud
      Pages 159-176

    7. A proposal for Classification and Prediction Algorithms in STEAM Experiences

      • Daniela López De Luise, Erica Andrea Ruiz Tabarez, Mauro Bejarano, Nahuel Morales, Carolina Miño, Alicia Egel et al.
      Pages 177-188

  5. Internet of Things, Cloud Computing, Cyber Security and Data Science

    1. Front Matter

      Pages 189-189
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Other volumes

  1. Soft Computing Applications

Keywords

About this book

Soft computing techniques open significant opportunities in several areas, such as industry, medicine, energy, security, transportation, and education. This book provides theory and applications development using soft computing techniques by organizing intelligent systems for many applications to the benefit of humanity. 


The book comes from a multidisciplinary subject whose audience can come from different academic departments, e.g., department of computer science and engineering, department of medical imaging, department of biomedical informatics, department of education sciences, and so on where artificial intelligence and soft computing are of routine courses. 


The book covers a range of audience from academicians, practitioners, researchers, and students to stakeholders. It can support graduate students and interns to develop a deep understanding of the latest paradigms in the soft computing techniques.


Editors and Affiliations

  • Faculty of Engineering, Department of Automatics and Applied Software, Aurel Vlaicu University of Arad, Arad, Romania

    Valentina Emilia Balas, Marius Mircea Balas

  • Aurel Vlaicu University of Arad, Arad, Romania

    Lakhmi C. Jain

  • Cankaya University, Ankara, Türkiye

    Dumitru Baleanu

Bibliographic Information

  • Book Title: Soft Computing Applications

  • Book Subtitle: Proceedings of the 9th International Workshop Soft Computing Applications (SOFA 2020)

  • Editors: Valentina Emilia Balas, Lakhmi C. Jain, Marius Mircea Balas, Dumitru Baleanu

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-031-23636-5

  • 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: 978-3-031-23635-8Published: 27 October 2023

  • eBook ISBN: 978-3-031-23636-5Published: 26 October 2023

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XXIV, 737

  • Number of Illustrations: 106 b/w illustrations, 331 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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