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Review of Car Make & Model Recognition Systems

DOI : 10.65136/jati.v2i2.293
Zauraiz Alamgeer (1), Sathish Kumar Selvaperumal (2), Sophea Prum (3), Thang Ka Fei (4)
(1) MIMOS Bhd, Technology Park Malaysia, 57000 Kuala Lumpur, Malaysia ,
(2) School of Engineering, Asia Pacific University of Technology & Innovation (APU) Technology Park Malaysia, Bukit Jalil, Kuala Lumpur 57000, Malaysia ,
(3) MIMOS Bhd, Technology Park Malaysia, 57000 Kuala Lumpur, Malaysia ,
(4) School of Engineering, Asia Pacific University of Technology & Innovation (APU) Technology Park Malaysia, Bukit Jalil, Kuala Lumpur 57000, Malaysia
Abstract : 29
PDF : 27

The Influence of Academic and Demographic Variables on E-Learning Adaptation During the COVID-19 Pandemic: A Comparative Study Across Different Fields of Study and Academic Years

DOI : 10.65136/jati.v10i1.47
Nik Nor liati Fitri Md Nor (1), Milad Bagheri (2), Mehdi Soltanzadeh (3), Iraj Gholami (4), Izham Mohamad Yusoff (5), Siti Masayu Rosliah Abdul Rashid (6)
(1) Geography Section & Transdisciplinary Research on Environmental Science and Occupational Health (Trees @ USM) Section,School of Distance Education, Universiti Sains Malaysia, Pulau Penang, Malaysia ,
(2) Geography Section & Transdisciplinary Research on Environmental Science and Occupational Health (Trees @ USM) Section, School of Distance Education, Universiti Sains Malaysia, Pulau Penang; Institute of Oceanography and Environment, Universiti Malaysia Terengganu, Terengganu, Malaysia ,
(3) Department of Socioculture, Academy of Malay Studies, Universiti Malaya, Malaysia ,
(4) Division of Science, New York University Abu Dhabi (NYUAD), Abu Dhabi, United Arab Emirates ,
(5) Geography Section & Transdisciplinary Research on Environmental Science and Occupational Health (Trees @ USM) Section,School of Distance Education, Universiti Sains Malaysia, Pulau Penang, Malaysia ,
(6) Geography Section & Transdisciplinary Research on Environmental Science and Occupational Health (Trees @ USM) Section,School of Distance Education, Universiti Sains Malaysia, Pulau Penang, Malaysia
Abstract : 101
PDF : 48

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 : 47
PDF : 26

Customer churn prediction in telecommunication industry using machine learning models

DOI : 10.65136/jati.v5i1.239
Laiba Nadeem (1), Chandra Reka Ramachandran (2), Mandava Rajeswari (3)
(1) School of Computing Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
(2) School of Computing Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
(3) School of Computing Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia
Abstract : 43
PDF : 30

Managing Training and Development Using e-Learning Methods in Malaysia IT Industry

DOI : 10.65136/jati.v3i1.287
Adi Perdana Arifin (1), Dr. Kamalakannan Machap (2)
(1) Master of Information Technology Management Faculty of computing, Engineering & Technology Asia Pacific University of Technology & Innovation 57000 Kuala Lumpur, Malaysia ,
(2) School of Technology Faculty of computing, Engineering & Technology Asia Pacific University of Technology & Innovation 57000 Kuala Lumpur, Malaysia
Abstract : 21
PDF : 16

Product Recommendation System using SVD and Machine Learning techniques

DOI : 10.65136/jati.v8i1.59
Joanne Lim Jo En (1), Chong Kae Li (2), Davina Lim Zhe Yen (3), Chan Vern Jian (4), Zailan Arabee Bin Abdul Salam (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
21-24
Abstract : 36
PDF : 27

Reinforcement Learning Algorithm on Traffic Light Control

DOI : 10.65136/jati.v8i2.76
Ooi Wei Hong (1), Lee Boon Jie (2), Lee Qi Wen (3), Lee Jun Wei (4), Dr.Adeline Sneha J (5), Dr.Kamalanathan Shanmugam (6), Juhairi Aris Muhamad Shuhili (7)
(1) Asia Pacific University of Technology & Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia ,
(2) Asia Pacific University of Technology & Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia ,
(3) Asia Pacific University of Technology & Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia ,
(4) Asia Pacific University of Technology & Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia ,
(5) Asia Pacific University of Technology & Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia ,
(6) Asia Pacific University of Technology & Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia ,
(7) Asia Pacific University of Technology & Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia
50-56
Abstract : 34
PDF : 30

Performance analysis of machine learning algorithms in breast cancer diagnosis

DOI : 10.65136/jati.v5i1.212
Yihim Chan (1), Choy Yeng Chin (2), Kiang Xin Chen (3), Feng Zhan Kor Derick (4), Zailan Arabee Abdul Salam (5)
(1) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(2) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(3) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(4) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(5) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia
Abstract : 47
PDF : 23
Artificial Intelligence-Based Detection of Brain Tumor with MRI Dataset

State-of-the-Art Review and Future Directions in Artificial Intelligence-Based Detection of Brain Tumors Using MRI Datasets

DOI : 10.65136/jati.v9i4.35
Kohinur Parvin (1), Mohammad Rashed Hasan Polas (2), Onome Bendalene Irikefe (3)
(1) Department of Computer Science and Engineering, Netrokona University, Netrokona, Bangladesh ,
(2) Department of Business Administration, Sonargaon University, Dhaka, Bangladesh ,
(3) School of Medicine, St. George’s University, University Centre, Grenada, West Indies, Grenada
53-73
Abstract : 511
PDF : 116

Loan Default Prediction using Machine Learning: A Review on the techniques

DOI : 10.65136/jati.v8i1.67
Mafas Raheem (1), Swee Hong Wong (2)
(1) Asia Pacific University of Technology & Innovation Kuala Lumpur, Malaysia ,
(2) Asia Pacific University of Technology & Innovation Kuala Lumpur, Malaysia
1-6
Abstract : 42
PDF : 30

Browser Extension for Malicious URL Detection Based on Machine Learning Model

DOI : 10.65136/jati.v6i1.180
H. Hashan Kaushalya Wijeratne (1), Vinesha Selvarajah (2), Yogeswaran Nathan (3)
(1) School of Computing - Cyber Security Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(2) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(3) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia
Abstract : 57
PDF : 40

Application of Machine Learning for the Prediction and Management of Non-Communicable Diseases

DOI : 10.65136/jati.v8i4.98
Sepehr Jokanian (1)
(1) Artificial Intelligence Student Asia Pacific University of Technology & Innovation Kuala Lumpur, Malaysia
28-35
Abstract : 43
PDF : 36

Machine-Learning-Enhanced Bayesian Detection for α-Stable Noise Channels in 5G/6G DS-CDMA Networks

DOI : 10.65136/jati.v9i3.18
Emmanuel Kwame Mensah (1), Mukil Alagirisamy (2), Midhunchakkaravarthy Divya (3)
(1) Department of Mathematics, Ghana Communication Technology University, Accra, Ghana, Ghana ,
(2) School of Computing, Asia Pacific University of Technology & Innovation, Kuala Lumpur, Malaysia ,
(3) Centre for Postgraduate Studies, Lincoln University College, Malaysia
50-60
Abstract : 66
PDF : 59

Dengue disease prediction using machine learning algorithms: a review

DOI : 10.65136/jati.v5i1.242
Tiu Kian Siang (1), Chandra Reka Ramachandran (2), Dr. Fatemeh Meskaran (3)
(1) School of Computing Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
(2) School of Computing Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
(3) School of Computing Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia
Abstract : 71
PDF : 42

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 : 41
PDF : 31

A Comparison Review of Optimizers and Activation Functions For Convolutional Neural Networks

DOI : 10.65136/jati.v7i1.133
Ahmad Awad (1), Tharun Muthukumaran Umadevi (2), Joey Ng Ceng Yi (3), Toh Jian En (4), Koo Susan (5), Zailan Arabee Abdul Salam (6)
(1) School of computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(2) School of computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(3) School of computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(4) School of computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(5) School of computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(6) School of computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia
Abstract : 47
PDF : 40

A Machine Learning Approach for Face Mask Detection System with AdamW Optimizer

DOI : 10.65136/jati.v7i1.131
Leong Kah Meng (1), Ho Hooi Yi (2), Ng Bo Wei (3), Lim Jia Xin (4), Zailan Arabee Abdul Salam (5)
(1) School of computing Asia Pacific Univeristy of Technology and Innovation Kuala Lumpur, Malaysia ,
(2) School of computing Asia Pacific Univeristy of Technology and Innovation Kuala Lumpur, Malaysia ,
(3) School of computing Asia Pacific Univeristy of Technology and Innovation Kuala Lumpur, Malaysia ,
(4) School of computing Asia Pacific Univeristy of Technology and Innovation Kuala Lumpur, Malaysia ,
(5) School of computing Asia Pacific Univeristy of Technology and Innovation Kuala Lumpur, Malaysia
Abstract : 151
PDF : 120

Anti-phishing Email Detection Framework for New-Age Phishing Attacks

DOI : 10.65136/jati.v7i1.105
Muningandu Tjingaete (1), Julia Juremi (2)
(1) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(2) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia
Abstract : 51
PDF : 23

Salary Prediction in Data Science Field Using Specialized Skills and Job Benefits – A Literature Review

DOI : 10.65136/jati.v6i1.181
Tee Zhen Quan (1), Mafas Raheem (2)
(1) School of Computing Asia Pacific University of Technology and innovation (APU) Kuala Lumpur, Malaysia ,
(2) School of Computing Asia Pacific University of Technology and innovation (APU) Kuala Lumpur, Malaysia
Abstract : 138
PDF : 70

Autonomous Garbage-Collecting Robot For Beaches With Deep Learning Approach and Improved Cleaning Technique

DOI : 10.65136/jati.v6i1.160
Kong Ke Long (1), Chandrasekharan Nataraj (2), Yvette Shaan-Li Susiapan (3)
(1) School of Engineering Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(2) School of Engineering Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(3) School of Engineering Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia
Abstract : 59
PDF : 35

Personality prediction using machine learning classifiers

DOI : 10.65136/jati.v5i1.194
Xin Yee Chin (1), Han Yang Lau (2), Zhi Xin Chong (3), Man Pan Chow (4), Zailan Arabee Abdul Salam (5)
(1) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(2) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(3) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(4) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(5) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia
Abstract : 42
PDF : 24

A Review of the Body Image Dissatisfaction Detection from Social Media

DOI : 10.65136/jati.v7i1.140
Kar Kei Aw (1), Mafas Raheem (2)
(1) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(2) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia
Abstract : 65
PDF : 40

Predictive maintenance on an elevator system using machine learning

DOI : 10.65136/jati.v5i1.206
Law Jing Shen (1), Jacqueline Lukose (2), Lau Chee Young (3)
(1) School of Engineering Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(2) School of Engineering Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(3) School of Engineering Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia
Abstract : 83
PDF : 62

Implementation of Identity and Access Management Application in Learning Management System to Mitigate Credential Hacking Issues

DOI : 10.65136/jati.v6i1.185
Yew Tuck Mun (1), Dr. Intan Farahana Binti Kamsin (2)
(1) School of Computing Asia Pacific University of Technology and innovation (APU) Kuala Lumpur, Malaysia ,
(2) School of Computing Asia Pacific University of Technology and innovation (APU) Kuala Lumpur, Malaysia
Abstract : 48
PDF : 35

Representation learning based deepfake detection with facial region features

DOI : 10.65136/jati.v5i1.201
Ng Jen Neng (1), Chandra Reka Ramachandiran (2), Mandava Rajeswari (3)
(1) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(2) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(3) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia
Abstract : 31
PDF : 28
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