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Using Interpretable Machine Learning Methods: An Application to Health Insurance Fraud Detection
This report outlines a framework for interpretable machine learning algorithms for detecting fraud in health insurance. It discusses the challenges of using black-box machine learning models in ...- Date: Jan 2024
- Competency: External Forces & Industry Knowledge; Strategic Insight and Integration
- Topics: Health & Disability; Health & Disability>Health insurance; Technology & Applications; Technology & Applications>Artificial intelligence & machine learning
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Operations Research in Insurance: A Review
Operations Research in Insurance: A Review This paper reviews the applications of operations research methods in the insurance industry. From Transactions of Society of Actuaries 1995, Vol. 47.- Authors: Patrick L Brockett, Xiaohua Xia
- Date: Oct 1995
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Transactions of the SOA
- Topics: Modeling & Statistical Methods; Technology & Applications
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Automated Vehicle Systems Outlook, 2021 Update
Automated Vehicle Systems Outlook, 2021 Update Despite the advent of COVID-19, autonomous vehicle (AV) market leaders continued to invest in technology and to establish partnerships with vehicle ...- Authors: Richard Mudge, Alain Kornhauser
- Date: Jun 2021
- Competency: External Forces & Industry Knowledge
- Topics: Technology & Applications
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Zero-Knowledge Proofs: Emerging Opportunities for the Insurance Industry
Zero-Knowledge Proofs: Emerging Opportunities for the Insurance Industry View the Zero-Knowledge Proofs: Emerging Opportunities for the Insurance Industry research report. 10/5/2023 12:00:00 AM ...- Date: Oct 2023
- Competency: External Forces & Industry Knowledge
- Topics: Technology & Applications
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An Update on the Outlook for Automated Vehicle Systems
An Update on the Outlook for Automated Vehicle Systems An Update on the Outlook for Automated Vehicle Systems The popular press plays an important role in public perception regarding automated ...- Authors: Society of Actuaries
- Date: Oct 2019
- Competency: External Forces & Industry Knowledge
- Topics: Technology & Applications