Survey of Clinical Data Mining Applications on Big Data in Health Informatics. - Matthew Herland; Taghi M. Khoshgoftaar; Randall Wald (ICMLA (2), 2013)

An Empirical Study of Robustness of Network Centrality Scores in Various Networks and Conditions. - Matthew Herland; Pablo Pastran; Xingquan Zhu 001 (ICTAI, 2013)

A review of data mining using big data in health informatics. - Matthew Herland; Taghi M. Khoshgoftaar; Randall Wald (J. Big Data, 2014)

Predicting Medical Provider Specialties to Detect Anomalous Insurance Claims. - Richard A. Bauder; Taghi M. Khoshgoftaar; Aaron N. Richter; Matthew Herland (ICTAI, 2016)

Medical Provider Specialty Predictions for the Detection of Anomalous Medicare Insurance Claims. - Matthew Herland; Richard A. Bauder; Taghi M. Khoshgoftaar (IRI, 2017)

Big Data fraud detection using multiple medicare data sources. - Matthew Herland; Taghi M. Khoshgoftaar; Richard A. Bauder (J. Big Data, 2018)

Evaluating Model Predictive Performance: A Medicare Fraud Detection Case Study. - Richard A. Bauder; Matthew Herland; Taghi M. Khoshgoftaar (IRI, 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)

Big Data Analytics and Engineering for Medicare Fraud Detection. - Matthew Herland (2019)