Evolving Landscape of Machine Learning Relative to the FICO® Score
How does progress in artificial intelligence stack up to the FICO credit score model?
Using Augmented Intelligence and Machine Learning in Credit Scoring
Blending artificial intelligence, machine learning and domain expertise in the design of credit scores - a video discussion with Agus Sudjianto
Explainable Machine Learning for Probability of Default Calculations
How the FICO Platform can enable explainable machine learning models for more effective PD calculations
How Transaction Analytics Transform Lending Speed and Results
Fierce competition, open banking and financial inclusion drive the uptake of transaction analytics in lending
Improving IRB and RWA Calculations with Machine Learning
Through explainable machine learning models, behavioural and PD models for the retail banking sector can be created with higher levels of predictiveness.
Does the EU Framework for Responsible AI Go Far Enough?
Whilst the EU have rightly focused on the use of AI and data science strategic leadership, more needs to be done on AI explainability
COVID-19 Checklist for Banks: 6 Changing Fraud Patterns
As consumer spending patterns change in the pandemic, fraudsters are changing to match
COVID-19 Checklist for Banks: Managing Vulnerable Customers
New communications tools must be combined with a focus on each borrower's financial circumstances, to identify vulnerable customers and how to manage them
COVID-19 Banking Checklist: 5 Risk Recommendations
Segmentation and new variables are among the COVID-19 banking recommendations
FICO Score Research: Explainable AI for Credit Scoring
FICO Scores R&D has empirically investigated potential benefits and risks associated with using some of the latest AI and machine learning approaches for credit scoring.
Explainable AI and the FICO Score
My presentation on “Transparency by Design: An Explainable AI Approach to Credit Risk Scoring” discusses our application of recent machine learning technologies to challenge the US FICO® Score.
Russian Credit Health Keeps Rising
Following a slide that lasted four+ years, the FICO® Credit Health Index for Russia began climbing in April 2016 and climbed another 2 points last quarter.
FICO Scores, Artificial Intelligence and Machine Learning
How are advances in artificial intelligence and machine learning changing credit risk assessment? That’s a topic I’ll be exploring in three presentations at FICO World 2018.
How New Risk Analytics Stress-Test Individual Consumers
Want to know which consumers will more likely default when they encounter an unpredicted financial stress situation in the future? Traditional risk scores won’t give you the full picture.
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