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  • Conference proceedings
  • © 2021

Digital Technologies and Applications

Proceedings of ICDTA 21, Fez, Morocco

  • Gathers selected research papers presented at the International Conference on Digital Technologies and Applications (ICDTA 21), held at Sidi Mohamed Ben Abdellah University, Fez, Morocco, on January 29–30, 2021

  • Highlights the latest innovations in digital technologies such as: artificial intelligence, machine learning, Big data, Internet of things, and embedded systems and their applications in various interdisciplinary areas

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 211)

Conference series link(s): ICDTA: International Conference on Digital Technologies and Applications

Conference proceedings info: ICDTA 2021.

Buying options

eBook USD 269.00
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  • ISBN: 978-3-030-73882-2
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 349.99
Price excludes VAT (USA)

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Table of contents (165 papers)

  1. Front Matter

    Pages i-xxviii
  2. Artificial Intelligence, Machine Learning and Data Analysis

    1. Front Matter

      Pages 1-1
    2. Convolutional Neuronal Networks for Tumor Regions Detection in Histopathology Images

      • Mohammed Lamine Benomar, Nesma Settouti, Rudan Xiao, Damien Ambrosetti, Xavier Descombes
      Pages 13-23
    3. Early Detection of Wheat Diseases in Morocco by Convolutional Neutral Network

      • Kenza Aitelkadi, Noureddine Chtaina, Saber Bakouri, Mohamed Belebrik
      Pages 25-35
    4. Genetic Algorithm Design Optimization for Non-standard Spur Gears

      • Samya Belarhzal, El Mostapha Boudi
      Pages 37-46
    5. A Proposed Solution to Road Traffic Accidents Based on Fuzzy Logic Control

      • Halima Drissi Touzani, Sanaa Faquir, Saloua Senhaji, Ali Yahyaouy
      Pages 57-63
    6. The Recurrent Neural Network for Program Synthesis

      • Achraf Berrajaa, El Hassane Ettifouri
      Pages 77-86
    7. MaskNet: CNN for Real-Time Face Mask Detection Based on Deep Learning Techniques

      • Ismail Nasri, Mohammed Karrouchi, Hajar Snoussi, Abdelhafid Messaoudi, Kamal Kassmi
      Pages 87-97
    8. Machine Learning System for Fraud Detection. A Methodological Approach for a Development Platform

      • Salma El Hajjami, Jamal Malki, Mohammed Berrada, Harti Mostafa, Alain Bouju
      Pages 99-110
    9. U-Net: Deep Learning for Extracting Building Boundary Collected by Drone of Agadir’s Harbor

      • Tarik Chafiq, Hayat Hachimi, Mohammed Raji, Soufiane Zerraf
      Pages 111-121
    10. Analysis and Classification of Plant Diseases Based on Deep Learning

      • Assia Ennouni, Noura Ouled Sihamman, My Abdelouahed Sabri, Abdellah Aarab
      Pages 123-133
    11. Knowledge Driven Paradigm for Anomaly Detection from Tweets Using Gated Recurrent Units

      • S. Manaswini, Gerard Deepak, A. Santhanavijayan
      Pages 145-154
    12. Stacked Deep Learning LSTM Model for Daily Solar Power Time Series Forecasting

      • Soufiane Gaizen, Ouafia Fadi, Ahmed Abbou
      Pages 155-164
    13. A Comparison Study of Machine Learning Methods for Energy Consumption Forecasting in Industry

      • Mouad Bahij, Moussa Labbadi, Mohamed Cherkaoui, Chakib Chatri, Soufian Lakrit
      Pages 165-175
    14. The Review of Objectives, Methods, Tools, and Algorithms for Educational Data Mining

      • Mohamed Timmi, Adil Jeghal, Said EL Garouani, Ali Yahyaouy
      Pages 177-188

Other Volumes

  1. Digital Technologies and Applications

    Proceedings of ICDTA 21, Fez, Morocco

About this book

This book gathers selected research papers presented at the First International Conference on Digital Technologies and Applications (ICDTA 21), held at Sidi Mohamed Ben Abdellah University, Fez, Morocco, on 29–30 January 2021. highlighting the latest innovations in digital technologies as: artificial intelligence, Internet of things, embedded systems, network technology, information processing, and their applications in several areas such as hybrid vehicles, renewable energy, robotic, and COVID-19. The respective papers encourage and inspire researchers, industry professionals, and policymakers to put these methods into practice.


Keywords

  • ICDTA
  • Machine Learning
  • Artificial Intelligence
  • Big Data
  • Internet if Things
  • Blockchain
  • Embedded Systems

Editors and Affiliations

  • ENSA, Sidi Mohamed Ben Abdellah University, Fez, Morocco

    Saad Motahhir

  • Faculty of Sciences, Sidi Mohamed Ben Abdellah University, Fez, Morocco

    Badre Bossoufi

Bibliographic Information

Buying options

eBook USD 269.00
Price excludes VAT (USA)
  • ISBN: 978-3-030-73882-2
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 349.99
Price excludes VAT (USA)