Vol. 8 No. 3 (2024)

View Vol. 8 No. 3 (2024)

Volume 8, Number 3 (2024) features a diverse range of original research that showcases the integration of advanced computational techniques and intelligent systems across healthcare, engineering, agriculture, and environmental studies. This issue highlights the application of natural language processing in medical prescriptions, RFID technology for electric vehicle charging security, and machine learning approaches for medical diagnosis and weather forecasting. It also presents studies involving computational fluid dynamics in pipeline systems, computer vision for water safety monitoring, and generative adversarial networks for visual restoration. Additional contributions explore precision agriculture through soil fertility prediction and multimedia recommendation systems, reflecting innovative data-driven solutions for real-world challenges.

 

DOI: https://doi.org/10.65136/jati.v8i3
Published: 2024-09-01

Original Research

  • Medical Prescription using NLP Approaches: A Literature Review

    DOI : 10.65136/jati.v8i3.82
    Denis Goh Ee Kin (1), Mafas Raheem (2), Nirase Fathima Abubacker (3)
    (1) Asia Pacific University of Technology & Innovation Kuala Lumpur, Malaysia ,
    (2) Asia Pacific University of Technology & Innovation Kuala Lumpur, Malaysia ,
    (3) Asia Pacific University of Technology & Innovation Kuala Lumpur, Malaysia
    1-7
    Abstract : 86
    PDF : 66

  • Assessment of RFID Implementation for Security in Electric Vehicle Charging Stations

    DOI : 10.65136/jati.v8i3.83
    Ephan Wong Khi Tung (1), Julia Juremi (2)
    (1) Asia Pacific University Kuala Lumpur, Malaysia ,
    (2) Asia Pacific University Kuala Lumpur, Malaysia
    8-12
    Abstract : 68
    PDF : 42

  • Computational Fluid Dynamics Simulation Of Multiphase System Of Gas-Liquid Flow In A Vertical Pipeline

    DOI : 10.65136/jati.v8i3.84
    Liz Wong Sze Ming (1), Muhammad Syahmi Afif Bin Mokhtar Yazid (2), Juhairi Aris Bin Muhamad Shuhili (3), Rosli Yusop (4), Adeline Sneha John Chrisastum (5), Muhammad Adidinizar Bin Zia Ahmad Kusairee (6)
    (1) Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
    (2) Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
    (3) Universiti Teknologi Mara Perak Branch Tapah Campus, Perak Darul Ridzuan, Malaysia ,
    (4) Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
    (5) Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
    (6) Universiti Teknologi Mara Perak Branch Tapah Campus, Perak Darul Ridzuan, Malaysia
    13-28
    Abstract : 53
    PDF : 49

  • Nodal Analysis of Development Wells in Gelama Merah Oil Field

    DOI : 10.65136/jati.v8i3.85
    Myra Batrisyia Baha ’Uddin (1), Faiq Hafiy Rozeman (2), Mohd.Razie Jaafar (3), Muhammad Suhayl Aiman Bin Saiful Adzwar (4), Pg Mohd Ikhwan Haziq bin Agku Jali (5), Mohammad Aqasha Iman (6), Juhairi Aris Bin Muhamad Shuhili (7), Muhammad Adidinizar Bin Zia Ahmad Kusairee (8), Rosli Yusop (9)
    (1) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (2) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (3) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (4) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (5) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (6) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (7) Universiti Teknologi Mara Perak Branch Tapah Campus, 35400 Tapah Road, Perak, Malaysia ,
    (8) Universiti Teknologi Mara Perak Branch Tapah Campus, 35400 Tapah Road, Perak, Malaysia ,
    (9) Asia Pacific University of Technology and Innovation (APU), Kuala Lumpur, Malaysia
    29-33
    Abstract : 103
    PDF : 106

  • Visual Effect Generation Via Deep Convolutional Generative Adversarial Network

    DOI : 10.65136/jati.v8i3.86
    Cheng Min Yang (1), Murugananthan Velayutham (2)
    (1) Asia Pacific University of Technology and Innovation Kuala Lumpur, Malaysia ,
    (2) Asia Pacific University of Technology and Innovation Kuala Lumpur, Malaysia
    34-37
    Abstract : 104
    PDF : 38

  • Restoration of Historical Illustrations using Generative Adversarial Networks

    DOI : 10.65136/jati.v8i3.87
    Vincent Chin Wen Shen (1), Murugananthan Velayutham (2)
    (1) Asia Pacific University of Technology and Innovation Kuala Lumpur, Malaysia ,
    (2) Asia Pacific Univeristy of Technology and Innovation Kuala Lumpur, Malaysia
    38-43
    Abstract : 55
    PDF : 45

  • A Comprehensive Drowning Detection System Employing Advanced Computer Vision for Enhanced Water Safety

    DOI : 10.65136/jati.v8i3.88
    Tan Zu Seng (1), Voon Jin Hui (2), Dr.Adeline Sneha J (3), Dr. Kamalanathan Shanmugam (4), Juhairi Aris Muhamad Shuhili (5)
    (1) Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
    (2) Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
    (3) Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
    (4) Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
    (5) Asia Pacific University of Technology and Innovation (APU)) Kuala Lumpur, Malaysia
    44-51
    Abstract : 93
    PDF : 55

  • Machine Learning Approach in Medical Diagnosis: Predicting Diabetes Complications

    DOI : 10.65136/jati.v8i3.89
    Ling Jun Yuan (1), Than Chi Ren (2), Ch’ng Khai Nian (3), Dr. Kamalanathan Shanmugam (4), Dr.Adeline Sneha J (5), Juhairi Aris Muhamad Shuhili (6)
    (1) Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
    (2) Asia Pacidic University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
    (3) Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
    (4) Senior Lecturer / School of Technology Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
    (5) Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
    (6) Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia
    52-58
    Abstract : 59
    PDF : 43

  • A Long Short-Term Memory Approach for Weather Forecasting

    DOI : 10.65136/jati.v8i3.90
    Chong Zhi Yi (1), Phang Shea Men (2), Lee Jian Xhe (3), Seur Jia Yi (4), Adeline Sneha J (5), Kamalanathan Shanmugam (6)
    (1) Asia Pacific Univeristy of Technology and Innovation Kuala Lumpur, Malaysia ,
    (2) Asia Pacific Univeristy of Technology and Innovation Kuala Lumpur, Malaysia ,
    (3) Asia Pacific Univeristy of Technology and Innovation Kuala Lumpur, Malaysia ,
    (4) Asia Pacific Univeristy of Technology and Innovation Kuala Lumpur, Malaysia ,
    (5) Asia Pacific Univeristy of Technology and Innovation Kuala Lumpur, Malaysia ,
    (6) Asia Pacific Univeristy of Technology and Innovation Kuala Lumpur, Malaysia
    60-65
    Abstract : 58
    PDF : 52

  • Integrating Machine Learning and Deep Learning for Enhanced Soil Fertility Prediction and Crop Recommendation in Precision Agriculture

    DOI : 10.65136/jati.v8i3.91
    Ling Siew Win (1), Aryssa Goh May Lynn (2), Hussain Moizbhai Halderwala (3), Jinendra Muraly (4), Adeline Sneha John Chrisastum (5), Juhairi Aris Muhamad Shuhili (6)
    (1) Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
    (2) Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
    (3) Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
    (4) Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
    (5) Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
    (6) Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia
    66-70
    Abstract : 64
    PDF : 37

  • Movie and Video Recommendation System using Machine learning

    DOI : 10.65136/jati.v8i3.92
    Shaun Chiang Kum Wah (1), Adeline Sneha J (2), Saif Ahmad Saif Salem Ali (3), Leong Jia Jun (4), Kamalanathan Shanmugam (5), Mohamed Faroug Mohamed (6)
    (1) Asia Pacific University of Technology and Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia ,
    (2) Asia Pacific University of Technology and Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia ,
    (3) Asia Pacific University of Technology and Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia ,
    (4) Asia Pacific University of Technology and Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia ,
    (5) Asia Pacific University of Technology and Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia ,
    (6) Asia Pacific University of Technology and Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia
    71-74
    Abstract : 60
    PDF : 36

  • Primary and Secondary Recovery of Gelama Merah Field

    DOI : 10.65136/jati.v8i3.93
    Mohammad Aqasha Iman (1), Faiq Hafiy Rozeman (2), Mohd.Razie Jaafar (3), Muhammad Suhayl Aiman Bin Saiful Adzwar (4), Pg Mohd Ikhwan Haziq bin Agku Jali (5), Myra Batrisyia Baha’ Uddin (6), Juhairi Aris Bin Muhamad Shuhili (7), Muhammad Adidinizar Bin Zia Ahmad Kusairee (8), Rosli Yakop (9)
    (1) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (2) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (3) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (4) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (5) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (6) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (7) Universiti Teknologi Mara Perak Branch Tapah Campus, 35400 Tapah Road, Perak, Malaysia ,
    (8) Universiti Teknologi Mara Perak Branch Tapah Campus, 35400 Tapah Road, Perak, Malaysia ,
    (9) Asia Pacific University of Technology and Innovation (APU), Kuala Lumpur, Malaysia
    75-80
    Abstract : 72
    PDF : 44