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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 : 145

PDF : 99

DOI : 10.65136/jati.v5i1.239

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 : 123

PDF : 107

DOI : 10.65136/jati.v5i1.212

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 : 102

PDF : 126

DOI : 10.65136/jati.v8i1.59

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 : 135

PDF : 89

DOI : 10.65136/jati.v8i3.91

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 : 181

PDF : 140

DOI : 10.65136/jati.v8i1.67

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 : 84

PDF : 117

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 : 187

PDF : 298

DOI : 10.65136/jati.v6i1.180

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 : 195

PDF : 158

DOI : 10.65136/jati.v5i1.242

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 : 1010

PDF : 279

DOI : 10.65136/jati.v9i4.35

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 : 121

PDF : 121

DOI : 10.65136/jati.v8i4.98

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 : 124

PDF : 142

DOI : 10.65136/jati.v8i3.89

Artificial Intelligence Monitor and Indicate To 108 Ambulance from Remote Area Using Deep Learning and ESP8266 Of the Patient Health -Heart Rate and ECG Signal

DOI : 10.65136/jati.v10i2.46

J. SUGANTHI VINODHINI ⁽¹⁾

(1) St. Peter’s Institute of Higher Education and Research, India

57-73

Abstract : 67

PDF : 40

DOI : 10.65136/jati.v10i2.46

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 : 320

PDF : 1634

DOI : 10.65136/jati.v10i1.325

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 : 163

PDF : 147

DOI : 10.65136/jati.v9i3.18

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 : 346

PDF : 323

DOI : 10.65136/jati.v6i1.181

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 : 141

PDF : 132

DOI : 10.65136/jati.v7i1.105

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 : 118

PDF : 117

DOI : 10.65136/jati.v4i1.279

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 : 187

PDF : 129

DOI : 10.65136/jati.v7i1.140

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 : 124

PDF : 100

DOI : 10.65136/jati.v5i1.194

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 : 92

PDF : 101

DOI : 10.65136/jati.v1i2.304

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 : 264

PDF : 271

DOI : 10.65136/jati.v5i1.206

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 : 151

PDF : 123

DOI : 10.65136/jati.v4i1.273

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 : 457

PDF : 392

DOI : 10.65136/jati.v7i1.131

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 : 59

PDF : 34

DOI : 10.65136/jati.v10i2.342

Movie and Video Recommendation System using Machine learning

DOI : 10.65136/jati.v8i3.92

Shaun Chiang Kum Wah ⁽¹⁾, Adeline Sneha J ⁽²⁾, Saif Ahmad Saif Salem Ali ⁽³⁾, Leong Jia Jun ⁽⁴⁾, Kamalanathan Shanmugam ⁽⁵⁾, Mohamed Faroug Mohamed ⁽⁶⁾

(1) Asia Pacific University of Technology and Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia ,

(2) Asia Pacific University of Technology and Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia ,

(3) Asia Pacific University of Technology and Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia ,

(4) Asia Pacific University of Technology and Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia ,

(5) Asia Pacific University of Technology and Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia ,

(6) Asia Pacific University of Technology and Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia

71-74

Abstract : 139

PDF : 93

DOI : 10.65136/jati.v8i3.92

Customer churn prediction in telecommunication industry using machine learning models

Performance analysis of machine learning algorithms in breast cancer diagnosis

Product Recommendation System using SVD and Machine Learning techniques

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

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

Review of Car Make & Model Recognition Systems

Browser Extension for Malicious URL Detection Based on Machine Learning Model

Dengue disease prediction using machine learning algorithms: a review

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

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

Machine Learning Approach in Medical Diagnosis: Predicting Diabetes Complications

Artificial Intelligence Monitor and Indicate To 108 Ambulance from Remote Area Using Deep Learning and ESP8266 Of the Patient Health -Heart Rate and ECG Signal

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

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

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

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

Machine Learning Model for Predicting Potential Donors Using Logistic Regression

A Review of the Body Image Dissatisfaction Detection from Social Media

Personality prediction using machine learning classifiers

Data Mining Techniques in Diagnosis of Chronic Diseases

Predictive maintenance on an elevator system using machine learning

Crop Plantation Recommendation using Feature Extraction and Machine Learning Techniques

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

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

Movie and Video Recommendation System using Machine learning

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

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