[PDF][PDF] OPTIMIZING MACHINE LEARNING ALGORITHMS FOR BETTER CREDIT SCORING MODELS

IS Ayebo, O John - researchgate.net
Credit scoring is one of the most important processes in financial institutions in regard to
allowing them to ascertain the creditworthiness of individuals and business entities for loan …

[PDF][PDF] MACHINE LEARNING-ENSEMBLE METHODS: IMPROVEMENT OF CREDIT RISK ANALYSIS

IS Ayebo, A Bosede - researchgate.net
Credit risk analysis is one of the vital functions of a financial institution, whereby insight into
the probability of people falling into default is obtained. With proper assessment of credit …

[PDF][PDF] REAL-TIME CREDIT RISK PREDICTION USING OPTIMIZED MACHINE LEARNING MODELS

IS Ayebo, T Olubada - researchgate.net
Credit risk prediction is considered one of the most critical functions in the financial industry
as it essentially provides an estimate of the probability that a borrower may not be able to …

[PDF][PDF] AI-DRIVEN CREDIT SCORING IN EMERGING MARKETS: CHALLENGES AND OPPORTUNITIES

A Adedoyin, K Kolawole - researchgate.net
AI has emerged as the transformative force in many industries today, and among those
leading are financial services. In emerging markets where traditional credit-scoring methods …

[PDF][PDF] TRANSFER LEARNING FOR CREDIT RISK ASSESSMENT ACROSS DIVERSE FINANCIAL ENVIRONMENTS

IS Ayebo, A Tolulope - researchgate.net
Credit risk assessment is one of the most important processes among financial institutions,
especially in view of expansion into diversified markets with heterogeneous economic …

[PDF][PDF] ETHICS IN AI-DRIVEN CREDIT RISK ASSESSMENT

O Isaac, O Akin - researchgate.net
Artificial Intelligence used in credit risk assessment may just change the way credit
evaluations are done by making them much more efficient and effective. Still, this advanced …

[PDF][PDF] ADOPTING CLOUD COMPUTING FOR SCALABLE AI-BASED CREDIT RISK SOLUTIONS

A Adedoyin, A AYODELE - researchgate.net
The financial services industry has reached a tipping point, created by technological winds,
especially AI and cloud computing. With financial institutions looking to maximize their …

[PDF][PDF] BIG DATA'S ROLE IN ENHANCEMENT OF CREDIT RISK PREDICTIVE MODELS

A Adedoyin, B Tosin - researchgate.net
In the ever-changing financial environment of today, precision in credit risk appraisal forms
the backstay of financial institutions. However, conventional credit rating practices, which are …

[PDF][PDF] PREDICTIVE ANALYTICS AND CREDIT RISK ASSESSMENT: HOW IMPORTANT IS IT?

IS Ayebo, O James - researchgate.net
CONCLUSION Predictive analytics bring a paradigm shift in the credit risk assessment
methodologies of financial institutions. By applying advanced statistical techniques and …

[PDF][PDF] LEVERAGING AI-POWERED FRAUD DETECTION TO IMPROVE CREDIT RISK MANAGEMENT

O Isaac, I Adedoyin - researchgate.net
Fraud and credit risk continue to be significant challenges in the financial industry, which
needs intelligent solutions to protect assets and ensure operational integrity. Of the recent …