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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 : 118
PDF : 81

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 : 190
PDF : 191

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 : 133
PDF : 126

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 : 107
PDF : 133

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 : 112
PDF : 77

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 : 255
PDF : 308

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 : 417
PDF : 354

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 : 185
PDF : 132

Wearable IOT based Malaysian sign language recognition and text translation system

DOI : 10.65136/jati.v5i1.247
Kalleisel Van Murugiah (1), G. Subhashini (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 : 132
PDF : 65

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 : 269
PDF : 189

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 : 141
PDF : 104

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 : 107
PDF : 104
1 - 12 of 12 items