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Customer Satisfaction Scoring Using GraphML

Graham Ganssle, Ph.D., P.G.

Find dissatisfied customer cohorts and evaluate intervention measures using graph machine learning.

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2018 is the Year of the Graph

A practical guide on some of the main players in the graph database marketplace.

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Fraud Detection Using Deep Learning

Graham Ganssle, Ph.D., P.G.

How to detect both credit card fraud and money laundering using graph and machine learning.

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All Blog Posts On This Topic

Opioid Fraud Detection Using Deep Embedding

One of Expero’s fraud detection techniques applied to the false prescription of opioids in clinical settings.

Graham Ganssle, Ph.D., P.G.

Time Series Forecasting with Kinsa Health and Expero

Using recurrent neural networks, we predict the spread of illness in the United States.

Graham Ganssle, Ph.D., P.G.

Reinforcement Learning: Bush Pilots in the Outback

See how Reinforcement Learning can be used to optimize pickup and delivery schedules in an unpredictable environment.

Customer Satisfaction Scoring Using GraphML

Find dissatisfied customer cohorts and evaluate intervention measures using graph machine learning.

Graham Ganssle, Ph.D., P.G.

2018 is the Year of the Graph

A practical guide on some of the main players in the graph database marketplace.

Fraud Detection Using Deep Learning

How to detect both credit card fraud and money laundering using graph and machine learning.

Graham Ganssle, Ph.D., P.G.

Node Classification by Graph Convolutional Network

Leveraging the natural structure of data, graph convolutional networks produce optimal predictions of node properties.

Graham Ganssle, Ph.D., P.G.

To Catch a Thief… You Need Entity Resolution

FBI’s use of machine learning based entity resolution to catch criminals and fraudulent activity.

Graham Ganssle, Ph.D., P.G.

Web Design, Courtesy of AI

Can an AI learn to write better looking websites than a human? Frighteningly, yes.

Graham Ganssle, Ph.D., P.G.

What Machine Learning Can Learn from Graph

Graphs are rich data structures that can be used to improve the accuracy and effectiveness of machine learning workflows.

Machine Learning: A Brief Intro

What is machine learning for? How can I group my users into market segments? Machine learning can provide insight to help answer these types of questions.