Vol. 6 No. 4

Published: 2024-08-30

Research Article

Optimizing Customer Segmentation in the Banking Sector: A Comparative Analysis of Machine Learning Algorithms

Md Abu Sufian Mozumder, Fuad Mahmud, Md Shujan Shak, Nasrin Sultana, Gourab Nicholas Rodrigues, Md Al Rafi, Md Zahidur Rahman Farazi, Md Razaul Karim, Md. Sayham Khan, Md Shahriar Mahmud Bhuiyan

01-07
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MPGAAN: Effective and Efficient Heterogeneous Information Network Classification

Zhizhong Wu

08-16
- PDF
Transcending the Matrix: Innovations and Future Prospects of Human Civilization's Information Dissemination Methods under the Hypothesis of Silicon-Based Life

Shixing Huang, Yibo Wang

17-24
- PDF
Analysis of the Impact of AI on Modern Education: Inside and Outside the Classroom

Jiyao Cai

25-31
- PDF
Using Data Mining Applications to Analyze the Grades of Students in the Department of Construction and Civil Engineering: A Case Study at the Higher Institute of Science and Technology – Kufra

Mousa Muhammed Omar karbaj, Abdel Baset Saleh Youssef

32-37
- PDF
Sudoku Solver – A Novel Approach Using Recognition of Printed Text Image

Manisha

38-46
- PDF
Deep Learning with Improved Metaheuristic Optimization for Traffic Flow Prediction

Zhizhong Wu

47-53
- PDF
Zero Trust Architecture: Enhancing Cybersecurity in Enterprise Networks

Tahir Bashir

54-59
- PDF
AI for Sustainable University of Cebu Smart Buildings: Optimizing Energy Consumption through Machine Learning

Leo Bermudez, Jeff Salimbangon, Franz Josef Caminade

60-66
- PDF
Cyber Security Exploits and Management in Telecommunication Companies: The Case of Uganda

Washington Okori, Sarah Buteraba

67-76
- PDF
Comparing the Effectiveness of Machine Learning Algorithms in Early Chronic Kidney Disease Detection

Shuvo Dutta, Rajesh Sikder, Md Rasibul Islam, Abdullah Al Mukaddim, Mohammad Abir Hider, Md Nasiruddin

77-91
- PDF
A Comparative Study of Machine Learning Models for Predicting Customer Churn in Retail Banking: Insights from Logistic Regression, Random Forest, GBM, and SVM

Md Parvez Ahmed, Md Arif, Abdullah Al Mamun, Fuad Mahmud, Tauhedur Rahman, Md Jamil Ahmmed, Sanjida Nowshin Mou, Pinky Akter, Muhammad Shoyaibur Rahman Chowdhury, Md Kafil Uddin

92-101
- PDF
Efficiency Investigation and Modeling of an Ultra Thin-film CIGS Solar Cell using WxAMPS

Kashfi Barua Riea, Rocky Chakma

102-111
- PDF
The Role of AI in Shaping Our Future: Super-Exponential Growth, Galactic Civilization, and Doom

Luka Baklaga

112-130
- PDF
Reinforcement Learning and PD Control Based Trajectory Tracking for a Quadcopter UAV

Mehmet Karahan

131-141
- PDF
Detecting IoT Cyberattacks: Advanced Machine Learning Models for Enhanced Security in Network Traffic

Md Rashed Buiya, A K M Nuruzzaman Laskar, Md Rafiqul Islam, Sanjib Kumar Shil, Muhammad Shoyaibur Rahman Chowdhury, Reza E Rabbi Shawon, Md Sumsuzoha

142-152
- PDF
Spectral Subtraction Based Weighted Function for Pitch Extraction in Noisy Speech

Miss. Nargis Parvin, Jafrin Akter Jeba, Mousumi Hasan, Umma Sadia Tabassum EVA, Md. Saifur Rahman

153-162
- PDF

Vol. 6 No. 4

Research Article

Optimizing Customer Segmentation in the Banking Sector: A Comparative Analysis of Machine Learning Algorithms

MPGAAN: Effective and Efficient Heterogeneous Information Network Classification

Transcending the Matrix: Innovations and Future Prospects of Human Civilization's Information Dissemination Methods under the Hypothesis of Silicon-Based Life

Analysis of the Impact of AI on Modern Education: Inside and Outside the Classroom

Using Data Mining Applications to Analyze the Grades of Students in the Department of Construction and Civil Engineering: A Case Study at the Higher Institute of Science and Technology – Kufra

Sudoku Solver – A Novel Approach Using Recognition of Printed Text Image

Deep Learning with Improved Metaheuristic Optimization for Traffic Flow Prediction

Zero Trust Architecture: Enhancing Cybersecurity in Enterprise Networks

AI for Sustainable University of Cebu Smart Buildings: Optimizing Energy Consumption through Machine Learning

Cyber Security Exploits and Management in Telecommunication Companies: The Case of Uganda

Comparing the Effectiveness of Machine Learning Algorithms in Early Chronic Kidney Disease Detection

A Comparative Study of Machine Learning Models for Predicting Customer Churn in Retail Banking: Insights from Logistic Regression, Random Forest, GBM, and SVM

Efficiency Investigation and Modeling of an Ultra Thin-film CIGS Solar Cell using WxAMPS

The Role of AI in Shaping Our Future: Super-Exponential Growth, Galactic Civilization, and Doom

Reinforcement Learning and PD Control Based Trajectory Tracking for a Quadcopter UAV

Detecting IoT Cyberattacks: Advanced Machine Learning Models for Enhanced Security in Network Traffic

Spectral Subtraction Based Weighted Function for Pitch Extraction in Noisy Speech

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