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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

TBML: What Is Trade-Based Money Laundering?

Trade-based money laundering is the process of disguising the proceeds of crime and moving value using trade transactions to legitimize their illicit origins

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.

AML in the Pandemic: Three Success Stories

Three new success stories show how banks are using technology and best practices to fight AML in the pandemic

The Role of Decision Orchestration in Financial Platforms

Just as every orchestra needs a conductor, decision orchestration keeps all the rules and processes firing at the right times in your system

What Are Microservices? How Do They Increase Efficiency?

Microservices are small building blocks created to accomplish a business action or decision, and can be used throughout the business to increase efficiency and improve results

RPA for AML and KYC – Automate Financial Crime Investigations

With all the expense pressures that AML programs face, corporations are seeking ways to reduce the regulatory burden, and top of mind is robotic process automation

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

Defining Big Data Characteristics – A Data Scientist’s Life Hack

Unless you are good at generating the right data characteristics, or features, which are relevant to your business decisions, you cannot increase the value of big data

Bank Ecosystems: The Role of Data Ingestion

Multiple types of data can be fed into banking systems to make better decisions - but can your system handle it?

Open Banking: Are You Ready to Become a Banking Ecosystem?

Now is the time to move from a traditional financial company to a modern Open Banking ecosystem

Behavioral Biometrics and Customer Identity Authentication

With synthetic identity fraud on the rise, behavioral biometrics enable banks to balance customer experience and fraud prevention

Financial Crime Predictions 2021: More AI & Ransomware

Regulators will look to tighten up on financial crime next year

How to Protect Your Bank from Cryptocurrency Risks

FICO and Crystal Blockchain of Bitfury Group announce partnership to deliver real-time crypto-currency risk management

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