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  • Session 023L: Deep Learning Applications: Policyholder Behavior Modeling and Beyond
    Session 023L: Deep Learning Applications: Policyholder Behavior Modeling and Beyond The presenters in this session will explore deep learning and how it can be relevant to actuaries. They will ...

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    • Authors: Robert Crompton, Kevin Kuo, Frankie Logan
    • Date: Sep 2018
    • Competency: Technical Skills & Analytical Problem Solving
    • Topics: Life Insurance>Policyholder behavior - Life Insurance; Predictive Analytics
  • Assessing Prescription Opioid Risk with Predictive Analytics
    Assessing Prescription Opioid Risk with Predictive Analytics We highlight a new approach leveraging predictive analytics to identify high risk and rising risk opioid users for more effective ...

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    • Authors: Joseph Boschert, Andrew Gaffner, Barbara Collier
    • Date: Oct 2018
    • Competency: External Forces & Industry Knowledge>Actuarial methods in business operations; External Forces & Industry Knowledge>Actuarial theory in business context; Leadership>Thought leadership; Professional Values>Practice expertise; Strategic Insight and Integration>Effective decision-making; Strategic Insight and Integration>Influence decisions; Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition; Technical Skills & Analytical Problem Solving>Process and technique refinement
    • Publication Name: Health Watch
    • Topics: Demography>Population data; Experience Studies & Data; Health & Disability>Health information technology; Modeling & Statistical Methods>Data mining; Predictive Analytics; Technology & Applications>Analytics and informatics; Health & Disability>Electronic medical record
  • The State of Predictive Analytics in U.S. Health care
    The State of Predictive Analytics in U.S. Health care Health care predictive analytics varies between payers and providers as well as being a powerful tool in business decision modeling. Data ...

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    • Authors: Marilyn Medved McGaffin
    • Date: Nov 2016
    • Competency: External Forces & Industry Knowledge>Actuarial methods in business operations; Technical Skills & Analytical Problem Solving>Problem analysis and definition
    • Publication Name: Health Watch
    • Topics: Health & Disability>Health risks; Predictive Analytics
  • Mining Electronic Health Records to Achieve the Triple Aim
    Mining Electronic Health Records to Achieve the Triple Aim Mining Electronic Health Records using a Natural Language Processor. Health factors;Predictive modeling 6442475086 3/1/2017 12:00:00 AM ...

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    • Authors: Lillian Dittrick
    • Date: Mar 2017
    • Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
    • Publication Name: Health Watch
    • Topics: Health & Disability>Health insurance; Predictive Analytics
  • Danger in Predictive Models for Underwriting
    Danger in Predictive Models for Underwriting The article warns actuaries that using predictive models in the underwriting process has a strong potential of inadvertently using variables that are ...

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    • Authors: Christopher Davis
    • Date: Oct 2013
    • Competency: External Forces & Industry Knowledge
    • Publication Name: Product Matters!
    • Topics: Life Insurance>Underwriting - Life Insurance; Predictive Analytics
  • Behind the Growth of Chinese Life Insurance Industry
    Behind the Growth of Chinese Life Insurance Industry To explore the main drivers of the growing force of Chinese Life Insurance Industry. life insurance 6442455223 5/1/2014 12:00:00 AM ...

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    • Authors: Feng Sun
    • Date: May 2014
    • Competency: External Forces & Industry Knowledge; Professional Values
    • Publication Name: International News
    • Topics: Economics; Global Perspectives; Life Insurance; Predictive Analytics
  • Case 3: Improving LTC Projections with Predictive Analytics
    Case 3: Improving LTC Projections with Predictive Analytics Third article in a series on how to use predictive analytics to improve the development of long-term care projection assumptions.

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    • Authors: Missy Gordon, Joseph Long
    • Date: Aug 2018
    • Competency: Professional Values>Practice expertise; Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition; Technical Skills & Analytical Problem Solving>Process and technique refinement
    • Publication Name: Long-Term Care News
    • Topics: Experience Studies & Data>Long-term care - Experience Studies & Data; Long-term Care>Long-term care insurance; Modeling & Statistical Methods>Regression analysis; Predictive Analytics
  • Modelling Process
    Modelling Process An introduction of predictive modeling techniques that are applicable to insurance industry, including generalized linear model (GLM) and classification and regression tree ...

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    • Authors: Qichun Xu
    • Date: Dec 2013
    • Competency: Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Modeling & Statistical Methods>Data mining; Modeling & Statistical Methods>Regression analysis; Predictive Analytics
  • What Big Data is, and How to Deal with It
    What Big Data is, and How to Deal with It This article describes the history and in some respects, the future of Big Data, and the tools we can use to handle it for PM and for machine learning.

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    • Authors: Jeff T Heaton
    • Date: Jul 2015
    • Competency: External Forces & Industry Knowledge
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Modeling & Statistical Methods>Data mining; Predictive Analytics
  • Getting C++ Performance From Python With Cython
    Getting C++ Performance From Python With Cython Feature article providing a brief introduction to Cython. Predictive Analytics, Futurism, Computer Science 6/6/2019 12:00:00 AM ...

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    • Authors: Jeff T Heaton
    • Date: Jun 2019
    • Competency: Technical Skills & Analytical Problem Solving
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics