Scientific Reports (2026)
Enhancing corporate bankruptcy prediction and customer relationship sustainability through CNN-based financial feature transformation
Published
RESEARCH & PUBLICATIONS / LONDON, UNITED KINGDOMResearch that informs
Research that informs
the perspective.
Selected publications and current manuscripts by Ali Shahbazi, founder of FinSight Business Advisory.
Published research
FIRST & CORRESPONDING AUTHORScientific Reports (2026)
The adaptive engagement framework: enhancing banking customer experience through AI-powered invisible marketing
Published
Discover Artificial Intelligence
Structure aware feature to image encoding with convolutional neural networks improves peer to peer credit default prediction compared with conventional tabular models
Published
Manuscripts under review
FIRST & CORRESPONDING AUTHORThese manuscripts are under review and are listed separately from published research.
Explainable and Trustworthy AI for Anti-Money Laundering: A Graph-based Hybrid Framework for Real-World Financial Crime Detection
Under review
AI-Driven Early Warning for Financial System Stability: A Multi-Scale Dual-Stream Cross-Attention Deep Learning Framework for Banking and Macroeconomic Risk
Under review
A Multi-Method Examination of Transformational Leadership and Citizenship Behavior: Insights from Explainable Machine Learning
Under review
ACADEMIC CONTRIBUTION
Journal peer review
Ali’s CV records nine completed peer-review rounds across six journals: Computational Economics, IEEE Transactions on Consumer Electronics, IET Computer Vision, npj Heritage Science, Frontiers in Psychology and JMIR.
These publications and peer-review activities are part of the founder’s research background.