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Machine Learning Approach in Medical Diagnosis: Predicting Diabetes Complications

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 : 116

PDF : 125

DOI : 10.65136/jati.v8i3.89

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 : 241

PDF : 234

DOI : 10.65136/jati.v5i1.206

Loan Default Prediction using Machine Learning: A Review on the techniques

DOI : 10.65136/jati.v8i1.67

Mafas Raheem ⁽¹⁾, Swee Hong Wong ⁽²⁾

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

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

1-6

Abstract : 148

PDF : 113

DOI : 10.65136/jati.v8i1.67

Machine Learning Model for Predicting Potential Donors Using Logistic Regression

DOI : 10.65136/jati.v4i1.279

Seow Wei Ling ⁽¹⁾, Nowshath K Batcha ⁽²⁾, Rajasvaran Logeswaran ⁽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 : 107

PDF : 102

DOI : 10.65136/jati.v4i1.279

Computational Fluid Dynamics Simulation of Malaysian Waxy Crude Oil-water Two-phase Flow Based on Contact Angle in Horizontal Pipe

DOI : 10.65136/jati.v8i1.64

Geerbasini Elangovan ⁽¹⁾, Muhammad Syahmi Mokhtar Yazid ⁽²⁾, Juhairi Aris Bin Muhamad Shuhili ⁽³⁾, Rosli Yusop ⁽⁴⁾, Lee Jang Hyun ⁽⁵⁾, Adeline Sneha John Chrisastum ⁽⁶⁾, Muhammad Adidinizar Zia Ahmad Kusairee ⁽⁷⁾

(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) Universiti Teknologi PETRONAS Perak Darul Ridzuan, Malaysia ,

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

(7) Universiti Teknologi Mara Perak Branch Tapah Campus, Malaysia Perak Darul Ridzuan, Malaysia

45-52

Abstract : 137

PDF : 108

DOI : 10.65136/jati.v8i1.64

An interactive control using 3D models

DOI : 10.65136/jati.v5i1.204

Muhammad Danial Lee ⁽¹⁾, Chandrasekharan Nataraj ⁽²⁾, Suresh Gobee ⁽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 : 80

PDF : 126

DOI : 10.65136/jati.v5i1.204

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 : 249

PDF : 145

DOI : 10.65136/jati.v9i1.27

Salary Prediction in Data Science Field Using Specialized Skills and Job Benefits – A Literature Review

DOI : 10.65136/jati.v6i1.181

Tee Zhen Quan ⁽¹⁾, Mafas Raheem ⁽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 : 319

PDF : 276

DOI : 10.65136/jati.v6i1.181

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 : 96

PDF : 107

DOI : 10.65136/jati.v6i1.169

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 : 117

PDF : 81

DOI : 10.65136/jati.v8i1.57

Advanced Model Predictive Control Framework for Permanent Magnet DC Motor

DOI : 10.65136/jati.v9i1.24

Ahmed Khamees ⁽¹⁾, Ashraf Alharam ⁽²⁾

(1) College of Science and Technology, Umm Al-Aranib, Libya ,

(2) College of Science and Technology, Umm Al-Aranib, Libya

10-17

Abstract : 166

PDF : 155

DOI : 10.65136/jati.v9i1.24

Bangla Suicidal Ideation Detection: Performance and Efficiency Benchmark of Simple and Complex Classifiers on Social Media Data

DOI : 10.65136/jati.v10i1.11

Jahangir Hussen ⁽¹⁾, MD Yusuf Mia ⁽²⁾, Mst Kohily ⁽³⁾, Shahariar Halim ⁽⁴⁾, Imran Hossen ⁽⁵⁾

(1) Department of Computer Science and Engineering, Sonargaon University (SU), 147/I, Green Road Panthapath, 1215, Dhaka, Bangladesh ,

(2) Department of Computer Science and Engineering, Sonargaon University (SU), 147/I, Green Road Panthapath, 1215, Dhaka, Bangladesh ,

(3) Department of Computer Science and Engineering, Sonargaon University (SU), 147/I, Green Road Panthapath, 1215, Dhaka, Bangladesh ,

(4) Department of Computer Science and Engineering, Sonargaon University (SU), 147/I, Green Road Panthapath, 1215, Dhaka, Bangladesh ,

(5) Department of Computer Science and Engineering, Sonargaon University (SU), 147/I, Green Road Panthapath, 1215, Dhaka, Bangladesh

45-67

Abstract : 256

PDF : 178

DOI : 10.65136/jati.v10i1.11

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 : 177

PDF : 134

DOI : 10.65136/jati.v5i1.242

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 : 195

PDF : 195

DOI : 10.65136/jati.v5i1.195

Impact of Covid-19 and the importance of seamless integration of information technology in tourism industrial business processes in Sri Lanka

DOI : 10.65136/jati.v5i1.203

Mohamed Munas ⁽¹⁾, Dr Kuruvikulam Chandrasekaran Arun ⁽²⁾

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

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

Abstract : 186

PDF : 83

DOI : 10.65136/jati.v5i1.203

Stochastic Geometry-Based Interference Prediction and Adaptive Power Control in Dense 6G Urban Networks

DOI : 10.65136/jati.v9i3.16

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

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

(2) Department of Electronic and Communication Engineering, Lincoln University College, Malaysia ,

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

34-49

Abstract : 139

PDF : 92

DOI : 10.65136/jati.v9i3.16

Physics-Driven Optimization of Thermoelectric Generators for Low-Grade Waste Heat Energy Recovery

DOI : 10.65136/jati.v10i2.342

Jianwei GONG ⁽¹⁾

(1) Department of Biomedical Engineering, City University of Hong Kong and Department of Physics, City University of Hong Kong, Hong Kong

15-29

Abstract : 41

PDF : 16

DOI : 10.65136/jati.v10i2.342

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 : 428

PDF : 365

DOI : 10.65136/jati.v7i1.131

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 : 278

PDF : 1371

DOI : 10.65136/jati.v10i1.325

Milk Production Prediction Model with LSTM

DOI : 10.65136/jati.v6i1.192

Choo Tze Yuet ⁽¹⁾, Heng Yuen Zi ⁽²⁾, Khaw Zhi Pei ⁽³⁾, Sarveashwaran A/L Pathmanathan ⁽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 : 94

PDF : 131

DOI : 10.65136/jati.v6i1.192

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 : 72

PDF : 103

DOI : 10.65136/jati.v2i2.293

Browser Extension for Malicious URL Detection Based on Machine Learning Model

DOI : 10.65136/jati.v6i1.180

H. Hashan Kaushalya Wijeratne ⁽¹⁾, Vinesha Selvarajah ⁽²⁾, Yogeswaran Nathan ⁽³⁾

(1) School of Computing - Cyber Security 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 : 160

PDF : 235

DOI : 10.65136/jati.v6i1.180

Determining Economic Growth with Trade Flow Analytics

DOI : 10.65136/jati.v1i2.303

Kalongo Hamusonde ⁽¹⁾, Nirase Fathima Abubacker ⁽²⁾

(1) Faculty of Computing, Engineering & Technology Asia Pacific University of Technology & Innovation 57000 Kuala Lumpur, Malaysia ,

(2) Faculty of Computing, Engineering & Technology Asia Pacific University of Technology & Innovation 57000 Kuala Lumpur, Malaysia

Abstract : 69

PDF : 92

DOI : 10.65136/jati.v1i2.303

Establishing a regression baseline for predicting satellite motion

DOI : 10.65136/jati.v5i1.202

Ismail Esack Dawoodjee ⁽¹⁾, Mandava Rajeswari ⁽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 : 105

PDF : 100

DOI : 10.65136/jati.v5i1.202

Representation learning based deepfake detection with facial region features

DOI : 10.65136/jati.v5i1.201

Ng Jen Neng ⁽¹⁾, Chandra Reka Ramachandiran ⁽²⁾, Mandava Rajeswari ⁽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 : 95

PDF : 92

DOI : 10.65136/jati.v5i1.201

Machine Learning Approach in Medical Diagnosis: Predicting Diabetes Complications

Predictive maintenance on an elevator system using machine learning

Loan Default Prediction using Machine Learning: A Review on the techniques

Machine Learning Model for Predicting Potential Donors Using Logistic Regression

Computational Fluid Dynamics Simulation of Malaysian Waxy Crude Oil-water Two-phase Flow Based on Contact Angle in Horizontal Pipe

An interactive control using 3D models

Bangla Suicidal Ideation Detection: Performance and Efficiency Benchmark of Simple and Complex Classifiers on Social Media Data

Salary Prediction in Data Science Field Using Specialized Skills and Job Benefits – A Literature Review

Using Domain Knowledge RCNN for Deepfake Detection

Sign language recognition based on CNN with optimized activation function

Advanced Model Predictive Control Framework for Permanent Magnet DC Motor

Bangla Suicidal Ideation Detection: Performance and Efficiency Benchmark of Simple and Complex Classifiers on Social Media Data

Dengue disease prediction using machine learning algorithms: a review

MNIST handwritten digit recognition with different CNN architectures

Impact of Covid-19 and the importance of seamless integration of information technology in tourism industrial business processes in Sri Lanka

Stochastic Geometry-Based Interference Prediction and Adaptive Power Control in Dense 6G Urban Networks

Physics-Driven Optimization of Thermoelectric Generators for Low-Grade Waste Heat Energy Recovery

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

Explainable AI-Driven Bangla News Classification: Comparative Study of ML and DL Approaches

Milk Production Prediction Model with LSTM

Review of Car Make & Model Recognition Systems

Browser Extension for Malicious URL Detection Based on Machine Learning Model

Determining Economic Growth with Trade Flow Analytics

Establishing a regression baseline for predicting satellite motion

Representation learning based deepfake detection with facial region features

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