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  • Conference proceedings
  • © 2022

The 8th International Conference on Advanced Machine Learning and Technologies and Applications (AMLTA2022)

  • Presents research in the field of machine learning and its applications
  • Includes the outcomes of AMLTA 2022, held May 5-7, 2022, in Cairo, Egypt
  • Serves as a reference resource for researchers and practitioners in academia and industry

Conference proceedings info: AMLTA 2022.

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Table of contents (57 papers)

  1. Front Matter

    Pages i-xvi
  2. Deep Learning and Applications

    1. Front Matter

      Pages 1-1
    2. Plant Leaf Diseases Detection and Identification Using Deep Learning Model

      • Dang Huu Chau, Duong Chan Tran, Hao Nhat Vo, Tai Thanh Do, Trong Huu Nguyen, Bao Quoc Nguyen et al.
      Pages 3-10
    3. Reinforcement Learning for Developing an Intelligent Warehouse Environment

      • Van Luan Tran, Manh-Kha Kieu, Xuan-Hung Nguyen, Vu-Anh-Tram Nguyen, Tran-Thuy-Duong Ninh, Duc-Canh Nguyen et al.
      Pages 11-20
    4. A Low-Cost Multi-sensor Deep Learning System for Pavement Distress Detection and Severity Classification

      • Mohamed A. Hedeya, Eslam Samir, Emad El-Sayed, Ahmed A. El-Sharkawy, Mohamed F. Abdel-Kader, Adel Moussa et al.
      Pages 21-33
    5. Robust Face Mask Detection Using Local Binary Pattern and Deep Learning

      • Loc Duc Quan, Duy Huu Nguyen, Thang Minh Tran, Narayan C. Debnath, Vinh Dinh Nguyen
      Pages 60-67
    6. Performance of Different Deep Learning Models for COVID-19 Detection

      • Sara Hisham Ahmed, Aya Hossam, Basem M. ElHalawany
      Pages 78-88
    7. Deep Learning-Based Apple Leaves Disease Identification Approach with Imbalanced Data

      • Hassan Amin, Ashraf Darwish, Aboul Ella Hassanien
      Pages 89-98
    8. Commodity Image Retrieval Based on Image and Text Data

      • Hongjie Zhang, Jian Xu, Huadong Sun, Zhijie Zhao
      Pages 99-111
  3. Machine Learning Technologies

    1. Front Matter

      Pages 113-113
    2. Artificial Intelligence Based Solutions to Smart Warehouse Development: A Conceptual Framework

      • Vu-Anh-Tram Nguyen, Ngoc-Bich Le, Manh-Kha Kieu, Xuan-Hung Nguyen, Duc-Canh Nguyen, Ngoc-Huan Le et al.
      Pages 115-124
    3. Long-Short Term Memory Model with Univariate Input for Forecasting Individual Household Electricity Consumption

      • Kuo-Chi Chang, Elias Turatsinze, Jishi Zheng, Fu-Hsiang Chang, Hsiao-Chuan Wang, Governor David Kwabena Amesimenu
      Pages 125-136
    4. Machine Learning Based Mobile Applications for Cardiovascular Diseases (CVDs)

      • Heba Y. M. Soliman, Mohamed Imam, Heba M. Abdelatty
      Pages 148-156
    5. Regression Analysis for Remaining Useful Life Prediction of Aircraft Engines

      • Hala Mahmoud Sabry, Yasser M. Abd El-Latif
      Pages 157-168
    6. Robo-Nurse Healthcare Complete System Using Artificial Intelligence

      • Khaled AbdelSalam, Samaa Hany, Doha ElHady, Mariam Essam, Omnia Mahmoud, Mariam Mohammed et al.
      Pages 178-191

Other Volumes

  1. The 8th International Conference on Advanced Machine Learning and Technologies and Applications (AMLTA2022)

About this book

This book constitutes the refereed proceedings of the 8th International Conference on Advanced Machine Learning Technologies and Applications, AMLTA 2022, held in Cairo, Egypt, during May 5-7, 2022. The 8th edition of AMLTA will be organized by the Scientific Research Group in Egypt (SRGE), Egypt, collaborating with Port Said University, Egypt, and  VSB-Technical University of Ostrava, Czech Republic. AMLTA series aims to become the premier international conference for an in-depth discussion on the most up-to-date and innovative ideas, research projects, and practices in the field of machine learning technologies and their applications. The book covers current research on advanced machine learning technology, including deep learning technology, sentiment analysis, cyber-physical system, IoT, and smart cities informatics and AI against COVID-19, data mining, power and control systems, business intelligence, social media, digital transformation, and smart systems.  


Editors and Affiliations

  • Faculty of Computer and AI, Cairo University, Giza, Egypt

    Aboul Ella Hassanien

  • Port Said University, Port Fouad, Egypt

    Rawya Y. Rizk

  • Department of Computer Science, VŠB-TUO, Ostrava-Poruba, Czech Republic

    Václav Snášel

  • Faculty of Engineering, Port Said University, Port Fouad, Egypt

    Rehab F. Abdel-Kader

Bibliographic Information

Buy it now

Buying options

eBook USD 189.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 249.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access