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Advanced Analytics in Insurance: Utilizing Building Footprints Derived from Machine Learning and High-Resolution Imagery Report
Advanced Analytics in Insurance: Utilizing Building Footprints Derived from Machine Learning and High-Resolution Imagery Report This study explores the use of geospatial imagery and ...- Authors: Society of Actuaries
- Date: Apr 2025
- Competency: External Forces & Industry Knowledge
- Topics: Modeling & Statistical Methods; Technology & Applications
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Predictive Analytics and Machine Learning – Practical Applications for Actuarial Modeling (Nested Stochastic)
Predictive Analytics and Machine Learning – Practical Applications for Actuarial Modeling (Nested Stochastic) The objective of this paper is to provide a practical guide with concrete case ...- Date: May 2023
- Competency: External Forces & Industry Knowledge; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
- Topics: Modeling & Statistical Methods; Predictive Analytics; Technology & Applications
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Implications of Evolving Technology in Auto Insurance: An Expert Panel Discussion
Implications of Evolving Technology in Auto Insurance: An Expert Panel Discussion The rapid advancement of technology today will revolutionize how humans interact with their vehicles in the near ...- Authors: Society of Actuaries
- Date: Dec 2022
- Competency: External Forces & Industry Knowledge; Strategic Insight and Integration
- Topics: General Insurance (Property & Casualty); Modeling & Statistical Methods; Predictive Analytics; Technology & Applications
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Advanced Analytics in Insurance: Utilizing Building Footprints Derived from Machine Learning and High-Resolution Imagery
This study explores the use of geospatial imagery and high-resolution image technology in the property and casualty (P&C) insurance industry, focusing on improving risk determination through ...- Date: Apr 2025
- Competency: External Forces & Industry Knowledge
- Topics: Modeling & Statistical Methods; Technology & Applications
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Cyber Risks in the Smart Home Ecosystem: Identification, Modeling, and Pricing
Cyber Risks in the Smart Home Ecosystem: Identification, Modeling, and Pricing This project enhances the current understanding of cyber risks in the smart home ecosystem from the insurance ...- Authors: Society of Actuaries
- Date: Feb 2023
- Competency: External Forces & Industry Knowledge; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
- Topics: Experience Studies & Data; Modeling & Statistical Methods; Technology & Applications; FinTech & InsurTech
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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