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Building digital and data driven insurance operation ecosystem
Building digital and data driven insurance operation ecosystem Healthcare cost is increasing at 9.3% in Asia in 2017 and health insurance cost will eventually catch up, making healthcare ...- Authors: Chun King Lee
- Date: Sep 2019
- Competency: External Forces & Industry Knowledge; Results-Oriented Solutions; Strategic Insight and Integration
- Topics: FinTech & InsurTech>Customer acquisition; FinTech & InsurTech>Disruption; Technology & Applications>Artificial intelligence & machine learning; Technology & Applications>Audio-visual; Technology & Applications>Automation
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Medical underwriting triage: An end-to-end machine learning case study
Medical underwriting triage: An end-to-end machine learning case study PartnerRe Life and Health is rapidly growing its presence in global markets. This growth means that our medical underwriting ...- Authors: Alexis Iglauer
- Date: Sep 2019
- Competency: Strategic Insight and Integration
- Topics: Life Insurance>Underwriting - Life Insurance; Technology & Applications>Artificial intelligence & machine learning
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Session 190: Getting Started with Predictive Analytics: Kaggle Competitions
Session 190: Getting Started with Predictive Analytics: Kaggle Competitions Ever wanted to do a Kaggle data science competition, but didn't know where to start? This presentation meets the needs ...- Authors: Nathan Dennis Pohle, Maria Wellen
- Date: Mar 2020
- Competency: Technical Skills & Analytical Problem Solving
- Topics: Modeling & Statistical Methods; Technology & Applications; Technology & Applications>Artificial intelligence & machine learning
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Medical underwriting triage: An end-to-end machine learning case study
Medical underwriting triage: An end-to-end machine learning case study PartnerRe Life and Health is rapidly growing its presence in global markets. This growth means that our medical underwriting ...- Authors: Jerome Matrundola
- Date: Sep 2019
- Competency: Strategic Insight and Integration
- Topics: Life Insurance>Underwriting - Life Insurance; Technology & Applications>Artificial intelligence & machine learning
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Convolutional Neural Networks (CNNs) and Generative Adversarial Networks (GANs) - Moving Beyond Basic Neural Networks for Innovative Advantages
Convolutional Neural Networks (CNNs) and Generative Adversarial Networks (GANs) - Moving Beyond Basic Neural Networks for Innovative Advantages Neural Networks are no longer limited to ...- Authors: David Snell, Balathasan Giritharan
- Date: Nov 2019
- Competency: Technical Skills & Analytical Problem Solving
- Topics: Technology & Applications>Artificial intelligence & machine learning; Technology & Applications>Visualization
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Session 18: AP - Using Predictive Models for Life Insurance Assumptions
Session 18: AP - Using Predictive Models for Life Insurance Assumptions Predictive modeling is a powerful toolset for assumption setting (mortality, lapse, etc.). The multivariate approach has ...- Authors: Rosmery Cruz, Dihui Lai
- Date: Sep 2019
- Competency: Strategic Insight and Integration
- Topics: Actuarial Profession>Best practices; Actuarial Profession>Management skills; Technology & Applications>Artificial intelligence & machine learning
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Session 091: The Future is Now: InsurTech Ignite!
Session 091: The Future is Now: InsurTech Ignite! Ignite-style presentations feature presenters with 20 slides, automatically advancing every 15 seconds. The result is a fast and fun presentation ...- Authors: Christine Hofbeck, Jane Wang, Martin Snow, Joseph Wurzburger, Erik Wenzel
- Date: Feb 2020
- Competency: External Forces & Industry Knowledge
- Topics: Technology & Applications; FinTech & InsurTech; FinTech & InsurTech>Disruption; Technology & Applications>Artificial intelligence & machine learning
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AI for Actuaries
AI for Actuaries Artificial Intelligence (AI) is expected to change the insurance industry more in the next 10 years than it has changed in the past 100 years. Rapid advancements in computing ...- Authors: William Yap
- Date: Sep 2019
- Competency: Results-Oriented Solutions; Technical Skills & Analytical Problem Solving
- Topics: Technology & Applications>Artificial intelligence & machine learning
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Session 23: ALL - Natural Language Processing in the Insurance Industry
Session 23: ALL - Natural Language Processing in the Insurance Industry Natural Language Process (NLP) techniques can be used to find insights in large unstructured data sets and Word Embeddings ...- Authors: Mengchu Tsai, Xiaojie Wang
- Date: Sep 2019
- Competency: Technical Skills & Analytical Problem Solving
- Topics: Technology & Applications; Technology & Applications>Analytics and informatics; Technology & Applications>Business intelligence; Technology & Applications>Artificial intelligence & machine learning