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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

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 : 42
PDF : 24

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

Food Recommendation System Using Hybrid Filtering

DOI : 10.65136/jati.v8i2.77
Abdullah Mohammed Hazeq (1), Ryandra Yudha Bramantyo (2), Mohammed T.K. Alhabil (3), Mohammad Shayaan Ismael Dhuny (4), Dr. Adeline Shena John Chsrisanthum (5), Dr. Kamalanathan Shanmugam (6), Thavamalini Sivasamy (7), Juhairi Aris Muhamad Shuhili (8)
(1) Asia Pacific University of Technology and Innovation (APU) 57000 Kuala Lumpur, Malaysia ,
(2) Asia Pacific University of Technology and Innovation (APU) 57000 Kuala Lumpur, Malaysia ,
(3) Asia Pacific University of Technology and Innovation (APU) 57000 Kuala Lumpur, Malaysia ,
(4) Asia Pacific University of Technology and Innovation (APU) 57000 Kuala Lumpur, Malaysia ,
(5) Asia Pacific University of Technology and Innovation (APU) 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 ,
(8) Asia Pacific University of Technology & Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia
57-62
Abstract : 41
PDF : 35

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 : 45
PDF : 26

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

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 : 29

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

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

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 : 46
PDF : 40

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

Convolutional Neural Network for Fashion Images Classification (Fashion-MNIST)

DOI : 10.65136/jati.v7i1.139
Tang Jian Shiun (1), Tey Jia Yi (2), Pu Jun Yu (3), Por Jia Xin (4), Voon Pei Yi (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 : 49
PDF : 33

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 : 149
PDF : 117

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 : 42
PDF : 36

Convolutional Neural Network for Fruit Image Classification

DOI : 10.65136/jati.v7i1.108
Ng Yao Rong (1), Cheong Yew Kien (2), Mohammed Omer (3), How Yan Han (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 : 54
PDF : 35

Applying Blockchain Technology to Secure Dataset Used for Data Analytics

DOI : 10.65136/jati.v4i1.250
Chi Keong Lo (1), Nowshath K Batcha (2), Raheem Mafas (3)
(1) School of Computing and Technology Asia Pacific University of Technology & Innovation, Malaysia ,
(2) School of Computing and Technology Asia Pacific University of Technology & Innovation, Malaysia ,
(3) School of Computing and Technology Asia Pacific University of Technology & Innovation, Malaysia
Abstract : 37
PDF : 24

Sentiment Analysis in E-Commerce: A Review on The Techniques and Algorithms

DOI : 10.65136/jati.v4i1.251
Muhammad Marong (1), Nowshath K Batcha (2), Raheem Mafas (3)
(1) School of Computing and Technology Asia Pacific University of Technology & Innovation, Malaysia ,
(2) School of Computing and Technology Asia Pacific University of Technology & Innovation, Malaysia ,
(3) School of Computing and Technology Asia Pacific University of Technology & Innovation, Malaysia
Abstract : 50
PDF : 36

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

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

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

Enhancing Neural Network Models for MNIST Digit Recognition

DOI : 10.65136/jati.v9i3.32
Vinnie Teh (1), Jason Chin Yun Loong (2), Edward Ding Hong Wai (3), Liew Jie Yang (4), Chew Jin Cheng (5), Zailan Arabee Abdul Salam (6)
(1) School of Computing, Asia Pacific University of Technology & Innovation, Kuala Lumpur, Malaysia ,
(2) School of Computing, Asia Pacific University of Technology & Innovation, Kuala Lumpur, Malaysia ,
(3) School of Computing, Asia Pacific University of Technology & Innovation, Kuala Lumpur, Malaysia ,
(4) School of Computing, Asia Pacific University of Technology & Innovation, Kuala Lumpur, Malaysia ,
(5) School of Computing, Asia Pacific University of Technology & Innovation, Kuala Lumpur, Malaysia ,
(6) School of Computing, Asia Pacific University of Technology & Innovation, Kuala Lumpur, Malaysia
61-69
Abstract : 56
PDF : 39

Enhancing Neural Network Models for MNIST Digit Recognition

DOI : 10.65136/jati.v8i1.58
Vinnie Teh (1), Edward Ding Hong Wai (2), Chew Jin Cheng (3), Jason Chin Yun Loong (4), Liew Jie Yang (5), Zailan Arabee bin Abdul Salam (6)
(1) Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
(2) Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
(3) Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
(4) Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
(5) Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
(6) Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia
15-20
Abstract : 53
PDF : 30

ONLINE SOCIETIES ELECTION VOTING SYSTEM FOR APU STUDENT DEVELOPMENT USING E-LEARNING METHODS IN MALAYSIA IT INDUSTRY

DOI : 10.65136/jati.v4i1.257
Nimra Afga (1), Dr. Kamalakannan Machap (2), Mr. Shounak Ghosh (3)
(1) School of Computing, & Technology Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(2) School of Computing, & Technology Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
(3) School of Computing, & Technology Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia
Abstract : 34
PDF : 25

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 : 66
PDF : 38

Blockchain-based academic certificate credentialing system for Asia Pacific University

DOI : 10.65136/jati.v5i1.228
Lim Gin Keat (1), Lee Kim Keong (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 : 49
PDF : 30
1 - 25 of 63 items 1 2 3 > >>