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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 : 36

DOI : 10.65136/jati.v7i1.108

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

DOI : 10.65136/jati.v7i1.139

Snake Game: A genetic neural network approach

DOI : 10.65136/jati.v6i1.158

Shen Hau Hor ⁽¹⁾, Mun Kye Yan ⁽²⁾, Yoke Shin Sim ⁽³⁾, Sheng Jeh Tan ⁽⁴⁾, Zailan Arabee bin Abdul Salam ⁽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 & 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 : 43

PDF : 64

DOI : 10.65136/jati.v6i1.158

Visual Effect Generation Via Deep Convolutional Generative Adversarial Network

DOI : 10.65136/jati.v8i3.86

Cheng Min Yang ⁽¹⁾, Murugananthan Velayutham ⁽²⁾

(1) Asia Pacific University of Technology and Innovation Kuala Lumpur, Malaysia ,

(2) Asia Pacific University of Technology and Innovation Kuala Lumpur, Malaysia

34-37

Abstract : 74

PDF : 26

DOI : 10.65136/jati.v8i3.86

Using Domain Knowledge RCNN for Deepfake Detection

DOI : 10.65136/jati.v6i1.169

Yahya Sherif Solayman Mohamed ⁽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 : 40

PDF : 23

DOI : 10.65136/jati.v6i1.169

Time Series Long-term Forecasting Using Tensor Product Functional Link Neural Network

DOI : 10.65136/jati.v4i1.270

Waddah Waheeb ⁽¹⁾

(1) School of Computing, Asia Pacific University of Technology and Innovation Kuala Lumpur, Malaysia

Abstract : 28

PDF : 32

DOI : 10.65136/jati.v4i1.270

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 : 42

PDF : 47

DOI : 10.65136/jati.v5i1.211

A Long Short-Term Memory Approach for Weather Forecasting

DOI : 10.65136/jati.v8i3.90

Chong Zhi Yi ⁽¹⁾, Phang Shea Men ⁽²⁾, Lee Jian Xhe ⁽³⁾, Seur Jia Yi ⁽⁴⁾, Adeline Sneha J ⁽⁵⁾, Kamalanathan Shanmugam ⁽⁶⁾

(1) Asia Pacific Univeristy of Technology and Innovation Kuala Lumpur, Malaysia ,

(2) Asia Pacific Univeristy of Technology and Innovation Kuala Lumpur, Malaysia ,

(3) Asia Pacific Univeristy of Technology and Innovation Kuala Lumpur, Malaysia ,

(4) Asia Pacific Univeristy of Technology and Innovation Kuala Lumpur, Malaysia ,

(5) Asia Pacific Univeristy of Technology and Innovation Kuala Lumpur, Malaysia ,

(6) Asia Pacific Univeristy of Technology and Innovation Kuala Lumpur, Malaysia

60-65

Abstract : 41

PDF : 31

DOI : 10.65136/jati.v8i3.90

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 : 53

PDF : 30

DOI : 10.65136/jati.v8i1.58

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 : 56

PDF : 39

DOI : 10.65136/jati.v9i3.32

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 : 47

PDF : 40

DOI : 10.65136/jati.v7i1.133

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 : 44

PDF : 25

DOI : 10.65136/jati.v8i1.57

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

DOI : 10.65136/jati.v5i1.213

Obstacle Avoidance Robot Using Convolutional Neural Network

DOI : 10.65136/jati.v6i1.188

Naseem Ahmed Abdo ⁽¹⁾, Rosli Bin Yusop ⁽²⁾, Raed Abdulla ⁽³⁾

(1) School of Engineering Asia Pacific University of Technology and innovation (APU) Kuala Lum, 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 : 33

PDF : 23

DOI : 10.65136/jati.v6i1.188

Applying Blockchain Technology to Secure Dataset Used for Data Analytics

DOI : 10.65136/jati.v4i1.250

Chi Keong Lo ⁽¹⁾, Nowshath K Batcha ⁽²⁾, Raheem Mafas ⁽³⁾

(1) School of Computing and Technology Asia Pacific University of Technology & Innovation, Malaysia ,

(2) School of Computing and Technology Asia Pacific University of Technology & Innovation, Malaysia ,

(3) School of Computing and Technology Asia Pacific University of Technology & Innovation, Malaysia

Abstract : 37

PDF : 24

DOI : 10.65136/jati.v4i1.250

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 : 43

PDF : 36

DOI : 10.65136/jati.v8i4.98

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

DOI : 10.65136/jati.v2i2.293

Machine-Learning-Enhanced Bayesian Detection for α-Stable Noise Channels in 5G/6G DS-CDMA Networks

DOI : 10.65136/jati.v9i3.18

Emmanuel Kwame Mensah ⁽¹⁾, Mukil Alagirisamy ⁽²⁾, Midhunchakkaravarthy Divya ⁽³⁾

(1) Department of Mathematics, Ghana Communication Technology University, Accra, Ghana, Ghana ,

(2) School of Computing, Asia Pacific University of Technology & Innovation, Kuala Lumpur, Malaysia ,

(3) Centre for Postgraduate Studies, Lincoln University College, Malaysia

50-60

Abstract : 66

PDF : 59

DOI : 10.65136/jati.v9i3.18

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 : 151

PDF : 120

DOI : 10.65136/jati.v7i1.131

Convolutional Neural Network for Fruit Image Classification

Convolutional Neural Network for Fashion Images Classification (Fashion-MNIST)

Snake Game: A genetic neural network approach

Visual Effect Generation Via Deep Convolutional Generative Adversarial Network

Using Domain Knowledge RCNN for Deepfake Detection

Time Series Long-term Forecasting Using Tensor Product Functional Link Neural Network

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

A Long Short-Term Memory Approach for Weather Forecasting

Enhancing Neural Network Models for MNIST Digit Recognition

Enhancing Neural Network Models for MNIST Digit Recognition

A Comparison Review of Optimizers and Activation Functions For Convolutional Neural Networks

Sign language recognition based on CNN with optimized activation function

Understanding how noise affects the accuracy of CNN image classification

Obstacle Avoidance Robot Using Convolutional Neural Network

Applying Blockchain Technology to Secure Dataset Used for Data Analytics

Application of Machine Learning for the Prediction and Management of Non-Communicable Diseases

Review of Car Make & Model Recognition Systems

Machine-Learning-Enhanced Bayesian Detection for α-Stable Noise Channels in 5G/6G DS-CDMA Networks

A Machine Learning Approach for Face Mask Detection System with AdamW Optimizer

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