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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 : 72
PDF : 103

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 : 126
PDF : 79

Artificial Intelligence Monitor and Indicate To 108 Ambulance from Remote Area Using Deep Learning and ESP8266 Of the Patient Health -Heart Rate and ECG Signal

DOI : 10.65136/jati.v10i2.46
J. SUGANTHI VINODHINI (1)
(1) St. Peter’s Institute of Higher Education and Research, India
57-73
Abstract : 38
PDF : 16
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 : 940
PDF : 256

Explainable AI-Driven Bangla News Classification: Comparative Study of ML and DL Approaches

DOI : 10.65136/jati.v10i1.325
Jahangir Hussen (1), MST. Najnin Akter Emu (2), MD Yusuf Mia (3), Md Sifat Mahmud (4), Md Mazharul Haque Emon (5), Rakib Chowdhury (6)
(1) Sonargaon University (SU), Bangladesh ,
(2) Sonargaon University (SU), Bangladesh ,
(3) Sonargaon University (SU), Bangladesh ,
(4) Sonargaon University (SU), Bangladesh ,
(5) Sonargaon University (SU), Bangladesh ,
(6) Sonargaon University (SU), Bangladesh
23-44
Abstract : 278
PDF : 1371

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 : 205
PDF : 149

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 : 126
PDF : 100

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 : 90
PDF : 105

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 : 113
PDF : 105

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 : 428
PDF : 365

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 : 127
PDF : 103

Comparative Analysis of Neural Network Architectures: CNNs, RNNs, and Transformers in Real-World Applications

DOI : 10.65136/jati.v10i1.320
Manish Raut (1), Yogesh B. Gurav (2), Aditya Namdev Ghodke (3)
(1) MCA, Dr. D. Y. Patil Technical Campus, Varale, Pune, India ,
(2) Engineering, Dr. D. Y. Patil Technical Campus, Varale, Pune, India ,
(3) MCA, Dr. D. Y. Patil Technical Campus, Varale, Pune, India
103-112
Abstract : 277
PDF : 331

Recommender systems enhancement using deep reinforcement learning

DOI : 10.65136/jati.v5i1.245
Berdiyev Shuhrat (1), Chandra Reka Ramachandran (2), Zailan Arabee Abdul Salam (3)
(1) School of Computing Asia Pacific University of echnology 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 : 96
PDF : 85

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 : 319
PDF : 276

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 : 134
PDF : 128

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 : 171
PDF : 174

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 : 169
PDF : 126

Training Flappy Bird with Deep Q Network and SARSA

DOI : 10.65136/jati.v8i1.61
Choo Huan Long (1), Liew Wen Heng (2), Wong Ying Cheng (3), Yong Zhen Xing (4), Zailan Arabee Abdul Salam (5)
(1) Asia Pacific University of Technology and Innovation (APU) Kuala Lumpu, 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
29-32
Abstract : 109
PDF : 77

A Novel Control Strategy for Centralized and Decentralized Microgrids in Response to Cyber-Physical Attacks Using a Frequency Sensitivity Approach

DOI : 10.65136/jati.v9i3.8
Elnaz Yaghoubi (1), Elaheh Yaghoubi (2), Ahmed Khamees (3), Ashraf Alharam (4)
(1) Department of Electrical and Electronics Engineering, Istanbul Topkapi University, Istanbul, Turkey ,
(2) Department of electrical Engineering, Istanbul Topkapi University, Istanbul, Turkey, Turkey ,
(3) College of Science and Technology, Umm Al-Aranib, Libya ,
(4) College of Science and Technology, Umm Al-Aranib, Libya
18-33
Abstract : 190
PDF : 139

Machine Vision System for Urban Scenic Detection

DOI : 10.65136/jati.v7i1.113
Veejone Khoo (1), Chandrasekharan Nataraj (2), Lai Nai Shyan (3)
(1) School of Engineering Asia Pacific University of Technology and Innovation (APU) Kuala Lum, Malaysia ,
(2) Chandrasekharan Nataraj 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 : 103
PDF : 102

Bangla Suicidal Ideation Detection: Performance and Efficiency Benchmark of Simple and Complex Classifiers on Social Media Data

DOI : 10.65136/jati.v9i1.27
Jahangir Hussen (1), Mohammad Rashed Hasan Polas (2), MD Yusuf Mia (3), Mst Kohily (4), Shahariar Halim (5), Imran Hossen (6)
(1) Department of Computer Science and Engineering, Sonargaon University (SU), Dhaka, Bangladesh, Bangladesh ,
(2) Department of Business Administration, Sonargaon University (SU), Dhaka, Bangladesh ,
(3) Department of Computer Science and Engineering, Sonargaon University (SU), Dhaka, Bangladesh ,
(4) Department of Computer Science and Engineering, Sonargaon University (SU), Dhaka, Bangladesh ,
(5) Department of Computer Science and Engineering, Sonargaon University (SU), Dhaka, Bangladesh ,
(6) Department of Computer Science and Engineering, Sonargaon University (SU), Dhaka, Bangladesh
29-50
Abstract : 249
PDF : 145

Bangla Suicidal Ideation Detection: Performance and Efficiency Benchmark of Simple and Complex Classifiers on Social Media Data

DOI : 10.65136/jati.v10i1.11
Jahangir Hussen (1), MD Yusuf Mia (2), Mst Kohily (3), Shahariar Halim (4), Imran Hossen (5)
(1) Department of Computer Science and Engineering, Sonargaon University (SU), 147/I, Green Road Panthapath, 1215, Dhaka, Bangladesh ,
(2) Department of Computer Science and Engineering, Sonargaon University (SU), 147/I, Green Road Panthapath, 1215, Dhaka, Bangladesh ,
(3) Department of Computer Science and Engineering, Sonargaon University (SU), 147/I, Green Road Panthapath, 1215, Dhaka, Bangladesh ,
(4) Department of Computer Science and Engineering, Sonargaon University (SU), 147/I, Green Road Panthapath, 1215, Dhaka, Bangladesh ,
(5) Department of Computer Science and Engineering, Sonargaon University (SU), 147/I, Green Road Panthapath, 1215, Dhaka, Bangladesh
45-67
Abstract : 256
PDF : 178

Using Domain Knowledge RCNN for Deepfake Detection

DOI : 10.65136/jati.v6i1.169
Yahya Sherif Solayman Mohamed (1), Nowshath K. Batcha (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 : 96
PDF : 107

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 : 147
PDF : 104

Milk Production Prediction Model with LSTM

DOI : 10.65136/jati.v6i1.192
Choo Tze Yuet (1), Heng Yuen Zi (2), Khaw Zhi Pei (3), Sarveashwaran A/L Pathmanathan (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 : 94
PDF : 131
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