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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 : 50
PDF : 39

Text classification with Naïve Bayes

DOI : 10.65136/jati.v5i1.210
Yap Chi Yew (1), Tan Guan Cheng (2), Derric Chong Wei Sen (3), Bee Jian Wei (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 : 31

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

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

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

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 : 42
PDF : 25

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

Review of Network Intrusion Systems Evaluated on NSL-KDD and CIC-IDS2017 Datasets

DOI : 10.65136/jati.v7i1.107
Intan Tahira Binti Zamri (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 : 44
PDF : 29

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
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 : 508
PDF : 115

Hybrid Tabletop Games: A Study of the Impact of Digital Augmentation on Gameplay Experience and Player Acceptance

DOI : 10.65136/jati.v8i2.80
Chua Soo Han (1), Ts. Ong Tee Chuan (2), Liew Yong Kian (3)
(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
74-78
Abstract : 59
PDF : 36

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 : 62
PDF : 34

MNIST handwritten digit recognition with different CNN architectures

DOI : 10.65136/jati.v5i1.195
Lead Ming Seng (1), Brennan Bang Chen Chiang (2), Zailan Arabee Abdul Salam (3), Gwo Yih Tan (4), Hui Tong Chai (5)
(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 and Innovation (APU) Kuala Lumpur, Malaysia ,
(4) School of Computing Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
(5) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia
Abstract : 90
PDF : 81

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 : 60

Chinese character recognition system

DOI : 10.65136/jati.v5i1.208
Sun Ziming (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 : 35
PDF : 21

Sentiment Analysis of tweets using Supervised Machine Learning

DOI : 10.65136/jati.v3i1.289
Talal Najam (1), Kadhar Batcha Nowshath (2), Vazeerudeen (3)
(1) Asia Pacific University, Malaysia ,
(2) Asia Pacific University, Malaysia ,
(3) Asia Pacific University, Malaysia
Abstract : 27
PDF : 20

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 : 162
PDF : 51

Investigating parameters of genetic algorithm and neural network on classic snake game

DOI : 10.65136/jati.v5i1.211
Moo Chi Yuen (1), Lee Wuan Yeong (2), Edmund Chen Yi Kang (3), Shaheer Qaisar Syed (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 : 41
PDF : 47

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

Generating intuitive behaviour in artificial intelligence

DOI : 10.65136/jati.v5i1.218
Chaudhry Talha Waseem (1), Dr. Vazeerudeen Abdul Hameed (2), Chandra Reka Ramachandiran (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 : 41
PDF : 23

A framework for handling digital forensic evidence and evaluation on cyber resilience

DOI : 10.65136/jati.v5i1.238
Vinesha Selvarajah (1), Jothy Mailvagnam (2)
(1) PhD in Computing Forensic Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
(2) MsC Cyber Security Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia
Abstract : 33
PDF : 24

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

A Review of Data Analytical Approaches in the Insurance Industry

DOI : 10.65136/jati.v1i1.315
Noorhannah Boodhun (1)
(1) Faculty of Computing, Engineering & Technology Asia Pacific University of Technology and Innovation 57000 Kuala Lumpur, Malaysia
Abstract : 23
PDF : 19
1 - 23 of 23 items