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Soft Computing Applications

Proceedings of the 8th International Workshop Soft Computing Applications (SOFA 2018), Vol. I

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Valentina Emilia Balas

    1. “Aurel Vlaicu” University of Arad, Faculty of Engineering, Arad, Romania

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  2. Lakhmi C. Jain

    1. Faculty of Engineering and Information Technology, University of Technology Sydney, Centre for Artificial Intelligence, Sydney, Australia

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  3. Marius Mircea Balas

    1. Faculty of Engineering, “Aurel Vlaicu” University of Arad, Arad, Romania

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  4. Shahnaz N. Shahbazova

    1. Department of Information Technology and Programming, Azerbaijan Technical University, Baku, Azerbaijan

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  • Highlights recent applications of soft computing
  • Includes the proceedings of the 8th International Workshop on Soft Computing Applications (SOFA 2018), held in Arad, Romania, on 13–15 September 2018
  • Presents the latest findings in the areas of fuzzy logic, neural networks, evolutionary computing, and other soft computing methods

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1221)

Included in the following conference series:

Conference proceedings info: SOFA 2018.

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Table of contents (34 papers)

  1. Front Matter

    Pages i-xxxi
    Download chapter PDF

  2. Soft Computing and Conventional Techniques in Power Engineering Methods and Applications in Electrical Engineering I

    1. Front Matter

      Pages 1-1
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    2. Daily Load Curve Forecasting. Comparative Analysis: Conventional vs. Unconventional Methods

      • Constantin Barbulescu, Stefan Kilyeni, Violeta Chis, Mihaela Craciun, Attila Simo
      Pages 3-18

    3. LoRaWAN Based Airport Runway Lights Monitoring System

      • Attila Simo, Constantin Barbulescu, Stefan Kilyeni
      Pages 19-29

    4. The Enhanced Crow Search Algorithm for Fuel-Cost Function Parameters Assessment of the Cogeneration Units from Thermal Power Plants

      • Dinu-Calin Secui, Simona Dzitac, Serban-Ioan Bunda
      Pages 30-40

    5. Modelling a Photovoltaic Power Station

      • Eva Barla, Dzitac Simona, Carja Vasile
      Pages 41-47

    6. Identification of Fault Locations on Tree Structure Systems

      • Judith Pálfi, Adrienn Dineva
      Pages 48-59

    7. Probability Distribution Functions for Short-Term Wind Power Forecasting

      • Harsh S. Dhiman, Dipankar Deb
      Pages 60-69

  3. Modeling, Algorithms. Optimization, Reliability and Applications

    1. Front Matter

      Pages 71-71
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    2. Feedback Seminar Analysis - An Introductory Approach from an Intelligent Perspective

      • Adriana Mihaela Coroiu, Alina Delia Călin
      Pages 73-80

    3. Flexible Fuzzy Numbers for Likert Scale-Based Evaluations

      • József Dombi, Tamás Jónás
      Pages 81-101

    4. Inventory Optimization Model Parameter Search Speed-Up Through Similarity Reduction

      • Tomáš Martinovič, Kateřina Janurová, Jan Martinovič, Kateřina Slaninová
      Pages 102-114

    5. On Posets for Reliability: How Fine Can They Be?

      • Valeriu Beiu, Simon R. Cowell, Vlad-Florin Drăgoi
      Pages 115-129

    6. Comparison of Neural Network Models Applied to Human Recognition

      • Daniela Sánchez, Patricia Melin, Oscar Castillo
      Pages 130-142

  4. Machine Learning, NLP and Applications

    1. Front Matter

      Pages 143-143
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    2. A Genetic Deep Learning Model for Electrophysiological Soft Robotics

      • Hari Mohan Pandey, David Windridge
      Pages 145-151

    3. Blockchain. Today Applicability and Implications

      • Dominic Bucerzan, Crina Anina Bejan
      Pages 152-164

    4. Integrating Technology in Training: System Dynamic-Based Model Considerations Regarding Smart Training and Its Relationship with Educational Components

      • Victor Tița, Doru Anastasiu Popescu, Nicolae Bold
      Pages 165-176

    5. A Survey on Nonlinear Second-Order Diffusion-Based Techniques for Additive Denoising

      • Tudor Barbu
      Pages 177-185

    6. Cathedral and Indian Mughal Monument Recognition Using Tensorflow

      • Aniket Ninawe, Ajay Kumar Mallick, Vikash Yadav, Hifzan Ahmad, Dinesh Kumar Sah, Cornel Barna
      Pages 186-196
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Other volumes

  1. Soft Computing Applications

  2. Soft Computing Applications

Keywords

About this book

This book presents the proceedings of the 8th International Workshop on Soft Computing Applications, SOFA 2018, held on 13–15 September 2018 in Arad, Romania. The workshop was organized by Aurel Vlaicu University of Arad, in conjunction with the Institute of Computer Science, Iasi Branch of the Romanian Academy, IEEE Romanian Section, Romanian Society of Control Engineering and Technical Informatics  – Arad Section, General Association of Engineers in Romania – Arad Section and BTM Resources Arad.


The papers included in these proceedings, published post-conference, cover the research including Knowledge-Based Technologies for Web Applications, Cloud Computing, Security Algorithms and Computer Networks, Business Process Management, Computational Intelligence in Education and  Modelling and Applications in Textiles and many other areas related to the Soft Computing.


The book is directed to professors, researchers, and graduate students in area of soft computing techniques and applications.


Editors and Affiliations

  • “Aurel Vlaicu” University of Arad, Faculty of Engineering, Arad, Romania

    Valentina Emilia Balas

  • Faculty of Engineering and Information Technology, University of Technology Sydney, Centre for Artificial Intelligence, Sydney, Australia

    Lakhmi C. Jain

  • Faculty of Engineering, “Aurel Vlaicu” University of Arad, Arad, Romania

    Marius Mircea Balas

  • Department of Information Technology and Programming, Azerbaijan Technical University, Baku, Azerbaijan

    Shahnaz N. Shahbazova

Bibliographic Information

  • Book Title: Soft Computing Applications

  • Book Subtitle: Proceedings of the 8th International Workshop Soft Computing Applications (SOFA 2018), Vol. I

  • Editors: Valentina Emilia Balas, Lakhmi C. Jain, Marius Mircea Balas, Shahnaz N. Shahbazova

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-030-51992-6

  • Publisher: Springer Cham

  • eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)

  • Copyright Information: Springer Nature Switzerland AG 2021

  • Softcover ISBN: 978-3-030-51991-9Published: 15 August 2020

  • eBook ISBN: 978-3-030-51992-6Published: 14 August 2020

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XXXI, 438

  • Number of Illustrations: 53 b/w illustrations, 162 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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