Research
& publications
My research sits where machine learning meets finance and operations. I study how predictive models can improve demand forecasting, strengthen banking decisions and make supplier and payment risk easier to see.
- 8
- Publications
- 73
- Citations
- 5
- h-index
- 4
- i10-index
73 since 2021
5 since 2021
4 since 2021
On Google Scholar
- Sentiment analysis of consumer feedback and its impact on business strategies by machine learning
P Akter, S Hossain, MT Siddique, MI Ayub, A Nath, PC Nath, M Rasel, ...
The American Journal of Applied Sciences 7 (01), 6-16
202517 cited - Deep learning for real-time fraud detection: Enhancing credit card security in banking systems
B Bhattacharjee
The American Journal of Engineering and Technology
202514 cited - AI-driven demand forecasting for multi-echelon supply chains: Enhancing forecasting accuracy and operational efficiency through machine learning and deep learning techniques
MI Ayub, AK Gharami, FN Nitu, MN Uddin, MI Islam, AM Nijhum, MK Roy, ...
Emerging Frontiers Library for The American Journal of Management and …
20256 cited - Enhancing stock price prediction through sentiment analysis: a comparative study of machine learning and deep learning models using financial news data
NP CHANDRA, MI Ayub, A NATH, S HOSSAIN, MDT SIDDIQUE, ...
FRONTLINE 5 (02), 7-17
20253 cited - Evaluating machine learning models for optimal customer segmentation in banking: a comparative study
MM Rahman, SS Akhi, S Hossain, MI Ayub, MT Siddique, A Nath, ...
Am. J. Eng. Technol 6 (12), 68-83
202416 cited - Enhanced banking fraud detection: A comparative analysis of supervised machine learning algorithms
MN Hossain, S Hossain, A Nath, PC Nath, MI Ayub, MM Hassan, ...
Colombo Scientific Journal of Computer Science & Information System 9 (12 …
20243 cited - & Ahmed, M.(2025). AI-Powered Sentiment Analytics in Banking: A BERT and LSTM Perspective
MT Siddique, MJ Uddin, L Chambugong, AM Nijhum, MN Uddin, ...
International Interdisciplinary Business Economics Advancement Journal 6 (05 …, 0
11 cited - & Rasel, M.(2024)
MN Hossain, S Hossain, A Nath, PC Nath, MI Ayub, MM Hassan
ENHANCED BANKING FRAUD DETECTION: A COMPARATIVE ANALYSIS OF SUPERVISED …, 0
3 cited