Fraud Detection and Optimization using Graph & ML

Linear Regression in Machine Learning

• Simple Models
• Line of Best Fit
• Scatter Plots
• Customer Satisfaction

Fraud Detection and Prevention in Finance

• Key Challenges in Complex Fraud
• Methods to Reduce False Positives by 10%
• Increase Accuracy of ID and Intervention
• Visualizations for Explainable ML

Fraud Toolkit in Medical Healthcare Claims

• Medical Healthcare Claims
• Machine Learning, Graph Technology, and Time Series Structure
• View Connections to Risky Communities
• Tweak Graph and Machine Learning Algorithms to Flag Identified Patterns

Predictive Analytics for Kinsa Health

The Three Paradigms of GraphML