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Machine vision analysis of harvested forestry sites using high resolution UAV data

DOI : 10.65136/jati.v5i1.205
Rayan Khaled Alsharif (1), Chandrasekharan Nataraj (2), Rosli Bin Yusop (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 : 19
PDF : 10

Autonomous Pedestrian Collision Avoidance Using Fuzzy Steering Control

DOI : 10.65136/jati.v4i1.265
Yo Hong Han (1), Arun Seeralan Balakrishnan (2), Chandrasekharan Nataraj (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 : 19
PDF : 10

Understanding how noise affects the accuracy of CNN image classification

DOI : 10.65136/jati.v5i1.213
Yixian Lau (1), Weisheng Sim (2), Kiansing Chew (3), Yongxiang Ng (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 : 17
PDF : 8

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 : 14
PDF : 9

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 : 24
PDF : 9

Manhole cover monitoring system over IOT

DOI : 10.65136/jati.v5i1.225
Wesam Moneer Rasheed (1), Raed Abdulla (2), Low Yee San (3)
(1) School of Engineering Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
(2) School of Engineering Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
(3) School of Engineering Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia
Abstract : 28
PDF : 7

Digits Classification Using Random Forest Classifier

DOI : 10.65136/jati.v7i1.137
Ngan Junn Fai (1), Keong Yan Qi (2), Raymond Jee Meng Chun (3), Wong Kai Wey (4), Gan Jun Xian (5), Zailan Arabee bin 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 : 19
PDF : 12

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 : 18
PDF : 13

Football Match Prediction using Random Forest Classifier

DOI : 10.65136/jati.v8i1.60
Aloysius Chua Jia Xing (1), Cheah Qiyang (2), Yahya Mohammed Abdullah Al-Fakih (3), Ebrahim Abdulrahman Hamdan Shaker (4), Zailan Arabee bin Abdul Salam (5)
(1) Asia Pacific University of Technology and Innovations(APU) Kuala Lumpur, Malaysia ,
(2) Asia Pacific University of Technology and Innovations(APU) Kuala Lumpur, Malaysia ,
(3) Asia Pacific University of Technology and Innovations(APU) Kuala Lumpur, Malaysia ,
(4) Asia Pacific University of Technology and Innovations(APU) Kuala Lumpur, Malaysia ,
(5) Asia Pacific University of Technology and Innovations(APU) Kuala Lumpur, Malaysia
25-28
Abstract : 33
PDF : 14

Motorcyclist Helmet Add-on Proximity Monitor

DOI : 10.65136/jati.v7i1.136
Yap Wi Zi (1), Low Yee San (2), Raed Abdulla (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 : 17
PDF : 9

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 : 33
PDF : 11

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 : 138
PDF : 30
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 : 305
PDF : 70

Design of intelligent wallpaper installation robot

DOI : 10.65136/jati.v5i1.233
Cheow Wen Bin (1), Chandrasekharan Nataraj (2), Shamini Patpanavan (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 : 18
PDF : 9

Design And Implementation Of A Wireless Gesture Controlled Robotic Arm With Vision

DOI : 10.65136/jati.v4i1.254
Ahmed Ayman Gadalla (1), Raed Abdulla (2), Arun Seeralan (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 : 21
PDF : 6

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 : 23
PDF : 8

Real-Time Indoor Tracking

DOI : 10.65136/jati.v1i2.308
Fawwad Ahmed Shabbir (1), Lai Nai Shyan (2), Veeraiyah Thangasamy (3)
(1) School of Engineering Asia Pacific University of Technology & Innovation 57000 Kuala Lumpur, Malaysia ,
(2) School of Engineering Asia Pacific University of Technology & Innovation 57000 Kuala Lumpur, Malaysia ,
(3) School of Engineering Asia Pacific University of Technology & Innovation 57000 Kuala Lumpur, Malaysia
Abstract : 8
PDF : 5

Lightning Prediction Using Fuzzy Logic Technique

DOI : 10.65136/jati.v4i1.268
Lemuel Chung Chen Nyap (1), Waddah Waheeb (2), Jacqueline Luokse (3)
(1) School of Engineering Asia Pacific University of Technology and Innovation Kuala Lumpur, Malaysia ,
(2) School of Computing Asia Pacific University of Technology and Innovation Kuala Lumpur, Malaysia ,
(3) School of Engineering Asia Pacific University of Technology and Innovation Kuala Lumpur, Malaysia
Abstract : 19
PDF : 8

Machine Learning Model for Predicting Potential Donors Using Logistic Regression

DOI : 10.65136/jati.v4i1.279
Seow Wei Ling (1), Nowshath K Batcha (2), Rajasvaran Logeswaran (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 : 20
PDF : 10

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 : 29
PDF : 18

Automatic Wall Painting Robot with Multiple Colors

DOI : 10.65136/jati.v4i1.264
Abdulrahman Yahya (1), Raed Abdulla (2), Syed Mohd Bahrin (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 : 20
PDF : 10

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 : 11
PDF : 8

Data Mining Techniques in Diagnosis of Chronic Diseases

DOI : 10.65136/jati.v1i2.304
Keerthana Rajendran (1)
(1) Faculty of Computing, Engineering & Technology Asia Pacific University of Technology & Innovation 57000 Kuala Lumpur, Malaysia
Abstract : 9
PDF : 7

Essential Functions for Localization in Wireless Sensor Networks Using Geographic Coordinates

DOI : 10.65136/jati.v1i1.312
Thomas O’Daniel (1)
(1) Faculty of Computing, Engineering, & Technology Asia Pacific University of Technology & Innovation 57000 Kuala Lumpur, Malaysia
Abstract : 6
PDF : 4

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 : 20
PDF : 8
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