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Deep Learning and Actuarial Experience Analysis
Crompton and Frankie Logan Deep learning is a type of artificial intelligence that has been successfully ... amounts of data and have nonlinear relationships between the inputs and outputs. Perhaps the two most ...- Authors: Kevin Kuo, Robert Crompton
- Date: May 2019
- Competency: Results-Oriented Solutions
- Publication Name: CompAct
- Topics: Experience Studies & Data; Experience Studies & Data>Mortality; Experience Studies & Data>Policyholder or participant behavior - Experience ; Predictive Analytics>Modeling techniques; Predictive Analytics>Programming languages & tools
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Robotic Process Automation: These ARE the droids you're looking for
Automation: These ARE the droids you're looking for This article includes a description of robotic process ... departments as different regulatory changes cause the processes to be more complex. As robotic process ...- Date: May 2019
- Competency: External Forces & Industry Knowledge; Results-Oriented Solutions; Technical Skills & Analytical Problem Solving
- Publication Name: CompAct
- Topics: Modeling & Statistical Methods>Modeling efficiency; Technology & Applications>Automation
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Need for Speed: How to optimize models for maximal run efficiency
roll-forward on time, obtaining a fresh model output the first time or providing model results for your business ... tight turnaround all depend on one thing: how fast the model engine runs. Authors explored various reasons ...- Authors: Housseine Essaheb
- Date: May 2019
- Competency: Results-Oriented Solutions; Technical Skills & Analytical Problem Solving
- Publication Name: CompAct
- Topics: Modeling & Statistical Methods>Modeling efficiency; Modeling & Statistical Methods>Sensitivity testing; Modeling & Statistical Methods>Stochastic models; Technology & Applications>Automation
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Predictiveness vs. Interpretability
Predictiveness vs. Interpretability We compare two predictive analytics methods - GLM and GBM in ... predictive analytics methods - GLM and GBM in terms of predictiveness vs. interpretability. GLM, GBM, ...- Authors: Kimberly Steiner, Boyang Meng
- Date: Oct 2019
- Competency: Results-Oriented Solutions; Technical Skills & Analytical Problem Solving
- Publication Name: CompAct
- Topics: Predictive Analytics; Predictive Analytics>Modeling techniques
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Spreadsheet Controls Add Risk Resilience
Resilience, spotlights why spreadsheets have stood the test of time and how they help contribute to an actuary’s ... actuary’s success. It also discusses common causes of data integrity issues relative to spreadsheets. And ...- Date: May 2019
- Competency: External Forces & Industry Knowledge; Results-Oriented Solutions; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
- Publication Name: CompAct
- Topics: Enterprise Risk Management
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Controlling Your Data 1 - Strategies
Controlling Your Data 1 - Strategies This is the first of two articles discussing technologies used to ...- Authors: Kevin Pledge
- Date: Jun 2006
- Competency: Results-Oriented Solutions; Technical Skills & Analytical Problem Solving
- Publication Name: CompAct
- Topics: Technology & Applications