Matthew Herland

Publication Activity (10 Years)

Years Active: 2013-2019
Publications (10 Years): 5

Top Topics

Detect Anomalies

Fraud Detection

Top Venues

Florida Atlantic University, Boca Raton, USA (PHD)

Education History

Florida Atlantic University, Boca Raton, USA

PHD

Publications

Matthew Herland, Richard A. Bauder, Taghi M. Khoshgoftaar
The effects of class rarity on the evaluation of supervised healthcare fraud detection models. J. Big Data 6 (2019)
Richard A. Bauder, Matthew Herland, Taghi M. Khoshgoftaar
Evaluating Model Predictive Performance: A Medicare Fraud Detection Case Study. IRI (2019)
Matthew Herland, Taghi M. Khoshgoftaar, Richard A. Bauder
Big Data fraud detection using multiple medicare data sources. J. Big Data 5 (2018)
Matthew Herland, Richard A. Bauder, Taghi M. Khoshgoftaar
Medical Provider Specialty Predictions for the Detection of Anomalous Medicare Insurance Claims. IRI (2017)
Richard A. Bauder, Taghi M. Khoshgoftaar, Aaron N. Richter, Matthew Herland
Predicting Medical Provider Specialties to Detect Anomalous Insurance Claims. ICTAI (2016)
Matthew Herland, Taghi M. Khoshgoftaar, Randall Wald
A review of data mining using big data in health informatics. J. Big Data 1 (2014)
Matthew Herland, Pablo Pastran, Xingquan Zhu
An Empirical Study of Robustness of Network Centrality Scores in Various Networks and Conditions. ICTAI (2013)
Matthew Herland, Taghi M. Khoshgoftaar, Randall Wald
Survey of Clinical Data Mining Applications on Big Data in Health Informatics. ICMLA (2) (2013)