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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 : 0
PDF : 0

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 : 0
PDF : 0

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 : 7
PDF : 1

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 : 8
PDF : 1

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 : 14
PDF : 2

Ant Colony Optimization Algorithm

DOI : 10.65136/jati.v8i2.81
Olive Cheong Yu Xuan (1), Liew Kar Yan (2), Loh Xue Li (3), Chu Kwan Yeu Jovi James (4), Ko Chin Zheng (5), Zailan Arabee bin Abdul Salam (6)
(1) Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
(2) Asia Pacific Univeristy 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
79-83
Abstract : 5
PDF : 1
1 - 6 of 6 items