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Intelligent Computing & Optimization

Proceedings of the 4th International Conference on Intelligent Computing and Optimization 2021 (ICO2021)

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Pandian Vasant

    1. Faculty of Electrical & Electronic Engineering, MERLIN Research Centre, Ton Duc Thang University, Hồ Chí Minh City, Vietnam

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  2. Ivan Zelinka

    1. Faculty of Electrical Engineering and Computer Science, VŠB TU Ostrava, Ostrava-Poruba, Czech Republic

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    You can also search for this editor in PubMed   Google Scholar

  3. Gerhard-Wilhelm Weber

    1. Faculty of Engineering Management, Poznan University of Technology, Poznan, Poland

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  • Says that urgent problems worldwide could be addressed by intelligent computing and optimization
  • Requires innovative notions, concepts, and models, leading to powerful decision support systems and codes
  • Shows that OR and AI allowed for a great beauty!

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 371)

Included in the following conference series:

Conference proceedings info: ICO 2021.

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About this book

This book includes the scientific results of the fourth edition of the International Conference on Intelligent Computing and Optimization which took place at December 30–31, 2021, via ZOOM. The conference objective was to celebrate “Compassion and Wisdom” with researchers, scholars, experts and investigators in Intelligent Computing and Optimization worldwide, to share knowledge, experience, innovation—marvelous opportunity for discourse and mutuality by novel research, invention and creativity.


This proceedings encloses the original and innovative scientific fields of optimization and optimal control, renewable energy and sustainability, artificial intelligence and operational research, economics and management, smart cities and rural planning, meta-heuristics and big data analytics, cyber security and blockchains, IoTs and Industry 4.0, mathematical modelling and simulation, health care and medicine.

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Keywords

Table of contents (93 papers)

  1. Front Matter

    Pages i-xxiv
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  2. Sustainable Artificial Intelligence Applications

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Low-Light Image Enhancement with Artificial Bee Colony Method

      • Anan Banharnsakun
      Pages 3-13

    3. Optimal State-Feedback Controller Design for Tractor Active Suspension System via Lévy-Flight Intensified Current Search Algorithm

      • Thitipong Niyomsat, Wattanawong Romsai, Auttarat Nawikavatan, Deacha Puangdownreong
      Pages 14-23

    4. The Artificial Intelligence Platform with the Use of DNN to Detect Flames: A Case of Acoustic Extinguisher

      • Stefan Ivanov, Stanko Stankov
      Pages 24-34

    5. Adaptive Harmony Search for Cost Optimization of Reinforced Concrete Columns

      • Aylin Ece Kayabekir, Sinan Melih Nigdeli, Gebrail Bekdaş
      Pages 35-44

    6. Efficient Traffic Signs Recognition Based on CNN Model for Self-Driving Cars

      • Said Gadri, Nour ElHouda Adouane
      Pages 45-54

    7. Optimisation and Prediction of Glucose Production from Oil Palm Trunk via Simultaneous Enzymatic Hydrolysis

      • Chan Mieow Kee, Wang Chan Chin, Tee Hoe Chun, Nurul Adela Bukhari
      Pages 55-64

    8. Synthetic Data Augmentation of Cycling Sport Training Datasets

      • Iztok Fister, Grega Vrbančič, Vili Podgorelec, Iztok Fister Jr.
      Pages 65-74

    9. Hybrid Pooling Based Convolutional Neural Network for Multi-class Classification of MR Brain Tumor Images

      • Gazi Jannatul Ferdous, Khaleda Akhter Sathi, Md. Azad Hossain
      Pages 75-86

    10. Importance of Fuzzy Logic in Traffic and Transportation Engineering

      • Aditya Singh
      Pages 87-96

    11. A Fuzzy Based Clustering Approach to Prolong the Network Lifetime in Wireless Sensor Networks

      • Enaam A. Al-Hussain, Ghaida A. Al-Suhail
      Pages 97-107

    12. Visual Expression Analysis from Face Images Using Morphological Processing

      • Md. Habibur Rahman, Israt Jahan, Yeasmin Ara Akter
      Pages 108-119

    13. Detection of Invertebrate Virus Carriers Using Deep Learning Networks to Prevent Emerging Pandemic-Prone Disease in Tropical Regions

      • Daeniel Song Tze Hai, J. Joshua Thomas, Justtina Anantha Jothi, Rasslenda-Rass Rasalingam
      Pages 120-131

    14. Classification and Detection of Plant Leaf Diseases Using Various Deep Learning Techniques and Convolutional Neural Network

      • Partha P. Mazumder, Monuar Hossain, Md Hasnat Riaz
      Pages 132-141

  3. Deep Learning and Machine Learning Applications

    1. Front Matter

      Pages 143-143
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    2. Distributed Self-triggered Optimization for Multi-agent Systems

      • Komal Mehmood, Maryam Mehmood
      Pages 145-154

    3. Automatic Categorization of News Articles and Headlines Using Multi-layer Perceptron

      • Fatima Jahara, Omar Sharif, Mohammed Moshiul Hoque
      Pages 155-166

    4. Using Machine Learning Techniques for Estimating the Electrical Power of a New-Style of Savonius Rotor: A Comparative Study

      • Youssef Kassem, Hüseyin Çamur, Gokhan Burge, Adivhaho Frene Netshimbupfe, Elhamam A. M. Sharfi, Binnur Demir et al.
      Pages 167-174

    5. Tree-Like Branching Network for Multi-class Classification

      • Mengqi Xue, Jie Song, Li Sun, Mingli Song
      Pages 175-184
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Other volumes

  1. Intelligent Computing & Optimization

Editors and Affiliations

  • Faculty of Electrical & Electronic Engineering, MERLIN Research Centre, Ton Duc Thang University, Hồ Chí Minh City, Vietnam

    Pandian Vasant

  • Faculty of Electrical Engineering and Computer Science, VŠB TU Ostrava, Ostrava-Poruba, Czech Republic

    Ivan Zelinka

  • Faculty of Engineering Management, Poznan University of Technology, Poznan, Poland

    Gerhard-Wilhelm Weber

Bibliographic Information

  • Book Title: Intelligent Computing & Optimization

  • Book Subtitle: Proceedings of the 4th International Conference on Intelligent Computing and Optimization 2021 (ICO2021)

  • Editors: Pandian Vasant, Ivan Zelinka, Gerhard-Wilhelm Weber

  • Series Title: Lecture Notes in Networks and Systems

  • DOI: https://doi.org/10.1007/978-3-030-93247-3

  • 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 2022

  • Softcover ISBN: 978-3-030-93246-6Published: 30 December 2021

  • eBook ISBN: 978-3-030-93247-3Published: 30 December 2021

  • Series ISSN: 2367-3370

  • Series E-ISSN: 2367-3389

  • Edition Number: 1

  • Number of Pages: XXIV, 1006

  • Number of Illustrations: 98 b/w illustrations, 338 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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