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Advances on Intelligent Informatics and Computing

Health Informatics, Intelligent Systems, Data Science and Smart Computing

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Faisal Saeed

    1. Birmingham City University, Birmingham, UK

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  2. Fathey Mohammed

    1. School of Computing, Universiti Utara Malaysia (UUM), Sintok, Malaysia

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  3. Fuad Ghaleb

    1. Department of Computer Science, School of Computing, Universiti Teknologi Malaysia, Skudai, Malaysia

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  • Focuses on recent topics in data science, health informatics, intelligent systems, smart computing
  • Provides outcomes of the 6th International Conference of Reliable Information and Communication Technology, IRICT 2021
  • Presents emerging trends in intelligent computing and informatics

Part of the book series: Lecture Notes on Data Engineering and Communications Technologies (LNDECT, volume 127)

Included in the following conference series:

Conference proceedings info: IRICT 2021.

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Table of contents (66 papers)

  1. Front Matter

    Pages i-xvii
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  2. Artificial Intelligence

    1. Front Matter

      Pages 1-1
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    2. Automatic Saudi Arabian License Plate Detection and Recognition Using Deep Convolutional Neural Networks

      • Maha Driss, Iman Almomani, Rahaf Al-Suhaimi, Hanan Al-Harbi
      Pages 3-15

    3. Ship Detection Approach Using Machine Learning Algorithms

      • Abdirahman Osman Hashi, Ibrahim Hassan Hussein, Octavio Ernesto Romo Rodriguez, Abdullahi Ahmed Abdirahman, Mohamed Abdirahman Elmi
      Pages 16-25

    4. A New Deep Learning System for Wild Plants Classification and Species Identification: Using Leaves and Fruits

      • Nehad M. Abdulrahman Ibrahim, Dalia Goda Gabr, Abdel-Hamid M. Emara
      Pages 26-37

    5. A Novel Weighted Fractional TDGM Model and Quantum Particle Swarm Optimization Algorithm for Carbon Dioxide Emissions Forecasting

      • Ani Shabri
      Pages 38-49

    6. Text Detergent: The Systematic Combination of Text Pre-processing Techniques for Social Media Sentiment Analysis

      • Ummu Hani’ Hair Zaki, Roliana Ibrahim, Shahliza Abd Halim, Izyan Izzati Kamsani
      Pages 50-61

    7. Improve Short-term Electricity Consumption Forecasting Using a GA-Based Weighted Fractional Grey Model

      • Ani Shabri, Ruhaidah Samsudin, Waseem Alromema
      Pages 62-72

    8. Efficient Human Activity Recognition System Using Long Short-Term Memory

      • Athraa Almusawi, Ali H. Ali
      Pages 73-83

    9. Job Training Recommendation System: Integrated Fuzzy AHP and TOPSIS Approach

      • Okfalisa, Rizal Siburian, Yelfi Vitriani, Hidayati Rusnedy, Saktioto, Melfa Yola
      Pages 84-94

    10. Improvement of Population Diversity of Meta-heuristics Algorithm Using Chaotic Map

      • Samuel-Soma M. Ajibade, Mary O. Ogunbolu, Ruth Chweya, Samuel Fadipe
      Pages 95-104

    11. Adaptive and Global Approaches Based Feature Selection for Large-Scale Hierarchical Text Classification

      • Abubakar Ado, Mustafa Mat Deris, Noor Azah Samsudin, Abdurra’uf Garba Sharifai
      Pages 105-116

    12. Ensemble Method for Online Sentiment Classification Using Drift Detection-Based Adaptive Window Method

      • Idris Rabiu, Naomie Salim, Maged Nasser, Faisal Saeed, Waseem Alromema, Aisha Awal et al.
      Pages 117-128

    13. Rainfall Forecasting Using the Group Method of Data Handling Model: A Case Study of Sarawak, Malaysia

      • Azlina Narawi, Dayang Norhayati Abang Jawawi, Ruhaidah Samsudin
      Pages 129-140

    14. Detecting Public Outlook Towards Vaccination Using Machine Learning Approaches: A Systematic Review

      • Sheikh Md. Hanif Hossain, Suriani Sulaiman
      Pages 141-150

    15. Forecasting Carbon Dioxide Emission for Malaysia Using Fractional Order Multivariable Grey Model

      • Assif Shamim Mustaffa Sulaiman, Ani Shabri, Rashiq Rafiq Marie
      Pages 151-159

    16. A Hybrid Algorithm for Pattern Matching: An Integration of Berry-Ravindran and Raita Algorithms

      • Abdulwahab Ali Almazroi, Fathey Mohammed, Muhammad Ahsan Qureshi, Asad Ali Shah, Ibrahim Abaker Targio Hashim, Nabil Hasan Al-Kumaim et al.
      Pages 160-172

    17. A Survey of the Hybrid Exact String Matching Algorithms

      • Abdulwahab Ali Almazroi, Asad Ali Shah, Abdulaleem Ali Almazroi, Fathey Mohammed, Nabil Hasan Al-Kumaim
      Pages 173-189

  3. Data Science

    1. Front Matter

      Pages 191-191
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    2. C-SAR: Class-Specific and Adaptive Recognition for Arabic Handwritten Cheques

      • Ali Hamdi, Qais Al-Nuzaili, Fuad A. Ghaleb, Khaled Shaban
      Pages 193-208
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Keywords

About this book

This book presents emerging trends in intelligent computing and informatics. This book presents the papers included in the proceedings of the 6th International Conference of Reliable Information and Communication Technology 2021 (IRICT 2021) that was held virtually, on Dec. 22-23, 2021. The main theme of the book is “Advances on Intelligent Informatics and Computing”. A total of 87 papers were submitted to the conference, but only 66 papers were accepted and published in this book. The book presents several hot research topics which include health informatics, artificial intelligence, soft computing, data science, big data analytics, Internet of Things (IoT), intelligent communication systems, cybersecurity, and information systems.

Editors and Affiliations

  • Birmingham City University, Birmingham, UK

    Faisal Saeed

  • School of Computing, Universiti Utara Malaysia (UUM), Sintok, Malaysia

    Fathey Mohammed

  • Department of Computer Science, School of Computing, Universiti Teknologi Malaysia, Skudai, Malaysia

    Fuad Ghaleb

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