Matthew Herland

According to our database, Matthew Herland authored at least 9 papers between 2013 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2019

Big Data Analytics and Engineering for Medicare Fraud Detection.

Matthew Herland

PhD thesis, 2019

The effects of class rarity on the evaluation of supervised healthcare fraud detection models.

Matthew Herland, Richard A. Bauder, Taghi M. Khoshgoftaar

J. Big Data, 2019

Evaluating Model Predictive Performance: A Medicare Fraud Detection Case Study.

Richard A. Bauder, Matthew Herland, Taghi M. Khoshgoftaar

Proceedings of the 20th IEEE International Conference on Information Reuse and Integration for Data Science, 2019

2018

Big Data fraud detection using multiple medicare data sources.

Matthew Herland, Taghi M. Khoshgoftaar, Richard A. Bauder

J. Big Data, 2018

2017

Medical Provider Specialty Predictions for the Detection of Anomalous Medicare Insurance Claims.

Matthew Herland, Richard A. Bauder, Taghi M. Khoshgoftaar

Proceedings of the 2017 IEEE International Conference on Information Reuse and Integration, 2017

2016

Predicting Medical Provider Specialties to Detect Anomalous Insurance Claims.

Richard A. Bauder, Taghi M. Khoshgoftaar, Aaron N. Richter, Matthew Herland

Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

2014

A review of data mining using big data in health informatics.

Matthew Herland, Taghi M. Khoshgoftaar, Randall Wald

J. Big Data, 2014

2013

An Empirical Study of Robustness of Network Centrality Scores in Various Networks and Conditions.

Matthew Herland, Pablo Pastran, Xingquan Zhu

Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

Survey of Clinical Data Mining Applications on Big Data in Health Informatics.

Matthew Herland, Taghi M. Khoshgoftaar, Randall Wald

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013