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And Now, I Are One
And Now, I Are One Actuaries have the opportunity to transform to a new role that utilizes ... such as epigenetics, to better humankind. Health care quality;Predictive modeling;Alternative careers;longevity ...- Authors: David Snell
- Date: Dec 2018
- Competency: External Forces & Industry Knowledge>External forces and business performance; Professional Values>Ethical standards
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Actuarial Profession>Professional development; Predictive Analytics; Technology & Applications>Analytics and informatics
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Creating a Useful Training Dataset for Predictive Modeling
from the health care world. LIMITATIONS ON PATIENTS WITH CLAIMS HISTORIES Accountable care organizations ... For instance, in a model that predicts health care costs, this time period would be used to determine ...- Authors: Anders Larson
- Date: Dec 2016
- Competency: Professional Values>Practice expertise; Technical Skills & Analytical Problem Solving>Problem analysis and definition; Technical Skills & Analytical Problem Solving>Process and technique refinement
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Modeling & Statistical Methods>Forecasting; Predictive Analytics; Technology & Applications>Analytics and informatics
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A NEAT Approach to Neural Network Structure
Kenneth Stanley of Houston University is the primary researcher behind NEAT and many of its adap- tations ... testing or actually in use. ES HyperNEAT NEAT’s primary feature is that we no longer have to think about ...- Authors: Jeff T Heaton
- 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: Technology & Applications>Analytics and informatics; Technology & Applications>Business intelligence; Technology & Applications>Computer science
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Technology and Skill Trends in the Actuarial Profession
to personal property and auto insurance. Health care delivery is also starting to show signs of transfor- ... create volatility in health, retirement, long-term care, and life insurance markets. To navigate the emerging ...- Authors: Julie Curtis
- Date: Aug 2020
- Competency: External Forces & Industry Knowledge; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Actuarial Profession; Technology & Applications; Technology & Applications>Analytics and informatics; Technology & Applications>Artificial intelligence & machine learning
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Feature Importance in Supervised Training
orithm presented in the previous section. The primary To successfully perturb a feature for the input- ... algorithm presented in the previous section. The primary difference is that two columns will be perturbed ...- Authors: Jeff T Heaton
- Date: Apr 2018
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Technology & Applications>Analytics and informatics; Technology & Applications>Computer science
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paf-iss14-ali2
paf-iss14-ali2 This article sheds light on the various ways machine learning can uncover ... Negative Binomial to frequency. Another approach is to direct- ly apply Tweedie distribution on pure premium ...- Authors: Syed Danish Ali
- Date: Dec 2016
- Competency: Leadership>Thought leadership; Technical Skills & Analytical Problem Solving>Innovative solutions
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Technology & Applications>Analytics and informatics
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Parallel Cloud Computing
Parallel Cloud Computing This article shares our experience of using the cloud to do large-scale ... (PaaS). In this method, the cloud provider takes care of storage and computation and provides a platform ...- Authors: Joseph Charles Long
- Date: Apr 2018
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Technology & Applications>Analytics and informatics; Technology & Applications>Software