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Customer churn prediction in telecommunication industry using machine learning models

DOI : 10.65136/jati.v5i1.239
Laiba Nadeem (1), Chandra Reka Ramachandran (2), Mandava Rajeswari (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 : 82
PDF : 56

Performance analysis of machine learning algorithms in breast cancer diagnosis

DOI : 10.65136/jati.v5i1.212
Yihim Chan (1), Choy Yeng Chin (2), Kiang Xin Chen (3), Feng Zhan Kor Derick (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 : 78
PDF : 49

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 : 58
PDF : 65

Integrating Machine Learning and Deep Learning for Enhanced Soil Fertility Prediction and Crop Recommendation in Precision Agriculture

DOI : 10.65136/jati.v8i3.91
Ling Siew Win (1), Aryssa Goh May Lynn (2), Hussain Moizbhai Halderwala (3), Jinendra Muraly (4), Adeline Sneha John Chrisastum (5), Juhairi Aris Muhamad Shuhili (6)
(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 ,
(6) Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia
66-70
Abstract : 86
PDF : 52

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 : 85
PDF : 60

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 : 47
PDF : 61

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 : 112
PDF : 76

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 : 132
PDF : 88
Artificial Intelligence-Based Detection of Brain Tumor with MRI Dataset

State-of-the-Art Review and Future Directions in Artificial Intelligence-Based Detection of Brain Tumors Using MRI Datasets

DOI : 10.65136/jati.v9i4.35
Kohinur Parvin (1), Mohammad Rashed Hasan Polas (2), Onome Bendalene Irikefe (3)
(1) Department of Computer Science and Engineering, Netrokona University, Netrokona, Bangladesh ,
(2) Department of Business Administration, Sonargaon University, Dhaka, Bangladesh ,
(3) School of Medicine, St. George’s University, University Centre, Grenada, West Indies, Grenada
53-73
Abstract : 745
PDF : 194

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 : 75
PDF : 61

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 : 83
PDF : 77

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 : 156
PDF : 110

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 : 108
PDF : 103

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 : 219
PDF : 176

Anti-phishing Email Detection Framework for New-Age Phishing Attacks

DOI : 10.65136/jati.v7i1.105
Muningandu Tjingaete (1), Julia Juremi (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 : 84
PDF : 60

Personality prediction using machine learning classifiers

DOI : 10.65136/jati.v5i1.194
Xin Yee Chin (1), Han Yang Lau (2), Zhi Xin Chong (3), Man Pan Chow (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 : 78
PDF : 55

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 : 69
PDF : 60

Crop Plantation Recommendation using Feature Extraction and Machine Learning Techniques

DOI : 10.65136/jati.v4i1.273
Soumya Sri Attaluri (1), Nowshath K Batcha (2), Raheem Mafas (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 : 93
PDF : 67

Data Mining Techniques in Diagnosis of Chronic Diseases

DOI : 10.65136/jati.v1i2.304
Keerthana Rajendran (1)
(1) Faculty of Computing, Engineering & Technology Asia Pacific University of Technology & Innovation 57000 Kuala Lumpur, Malaysia
Abstract : 55
PDF : 60

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 : 170
PDF : 150

A Review of the Body Image Dissatisfaction Detection from Social Media

DOI : 10.65136/jati.v7i1.140
Kar Kei Aw (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 : 122
PDF : 83

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 : 318
PDF : 252

Machine Vision System for Urban Scenic Detection

DOI : 10.65136/jati.v7i1.113
Veejone Khoo (1), Chandrasekharan Nataraj (2), Lai Nai Shyan (3)
(1) School of Engineering Asia Pacific University of Technology and Innovation (APU) Kuala Lum, Malaysia ,
(2) Chandrasekharan Nataraj 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 : 75
PDF : 58

Review of Network Intrusion Systems Evaluated on NSL-KDD and CIC-IDS2017 Datasets

DOI : 10.65136/jati.v7i1.107
Intan Tahira Binti Zamri (1), Julia Juremi (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 : 93
PDF : 64

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 : 72
PDF : 48
1 - 25 of 44 items 1 2 > >>