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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

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

Optimizing ACO Algorithm for the TSP Through Parameter Modification

DOI : 10.65136/jati.v7i1.135
Tan Ray Han (1), Brayden Yee Kai Zer (2), Ngan Cheng Lun (3), Gary Foo Ce Yi (4), Wong Jun Jie (5), Zailan Arabee bin Abdul Salam (6)
(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 ,
(4) School of Computing Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
(5) School of Computing Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
(6) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia
Abstract : 43
PDF : 28

Sign language recognition based on CNN with optimized activation function

DOI : 10.65136/jati.v8i1.57
Wen Han Lee (1), Jia Ling Tan (2), Zailan Arabee Abdul Salam (3), Huey Ying Teoh (4), Qin Jun Lee (5), Lai Tzi Syuen Suzanne (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
9-14
Abstract : 44
PDF : 25

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

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

Enhancing Cardiovascular Disease Management through Ubiquitous Computing and IoT in Malaysia

DOI : 10.65136/jati.v8i4.95
Cheong Jun Xian (1), Kamalanathan Shanmugam (2), Muhammad Ehsan Rana (3), Sumathi Balakrishnan (4), Naresh Kumar Appadurai (5), Vazeerudeen Abdul Hameed (6)
(1) Asia Pacific University of Technology and Innovation Technology Park Malaysia, Bukit Jalil Kuala Lumpur, Malaysia ,
(2) Asia Pacific University of Technology and Innovation Technology Park Malaysia, Bukit Jalil Kuala Lumpur, Malaysia ,
(3) Asia Pacific University of Technology and Innovation Technology Park Malaysia, Bukit Jalil Kuala Lumpur, Malaysia ,
(4) Taylor University, School of Computer Science, Digital Health and Medical Advancement Impact Lab, Subang Jaya, Malaysia ,
(5) Asia Pacific University of Technology and Innovation Technology Park Malaysia, Bukit Jalil Kuala Lumpur, Malaysia ,
(6) Asia Pacific University of Technology and Innovation Technology Park Malaysia, Bukit Jalil Kuala Lumpur, Malaysia
6-13
Abstract : 41
PDF : 36
1 - 8 of 8 items