Richard A. Bauder

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 26

Top Venues

J. Big Data

IRI

ICMLA

FLAIRS Conference

Florida Atlantic University, Boca Raton, USA (PHD)

Education History

Florida Atlantic University, Boca Raton, USA

PHD

Publications

John T. Hancock, Richard A. Bauder, Huanjing Wang, Taghi M. Khoshgoftaar
Explainable machine learning models for Medicare fraud detection. J. Big Data 10 (1) (2023)
John T. Hancock, Richard A. Bauder, Taghi M. Khoshgoftaar
A Model-Agnostic Feature Selection Technique to Improve the Performance of One-Class Classifiers. ICTAI (2023)
Tawfiq Hasanin, Taghi M. Khoshgoftaar, Joffrey L. Leevy, Richard A. Bauder
Investigating class rarity in big data. J. Big Data 7 (1) (2020)
Joffrey L. Leevy, Taghi M. Khoshgoftaar, Richard A. Bauder, Naeem Seliya
Investigating the relationship between time and predictive model maintenance. J. Big Data 7 (1) (2020)
Richard A. Bauder, Taghi M. Khoshgoftaar
A study on rare fraud predictions with big Medicare claims fraud data. Intell. Data Anal. 24 (1) (2020)
Tawfiq Hasanin, Taghi M. Khoshgoftaar, Joffrey L. Leevy, Richard A. Bauder
Severely imbalanced Big Data challenges: investigating data sampling approaches. J. Big Data 6 (2019)
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)
Joffrey L. Leevy, Taghi M. Khoshgoftaar, Richard A. Bauder, Naeem Seliya
The Effect of Time on the Maintenance of a Predictive Model. ICMLA (2019)
Richard A. Bauder, Raquel da Rosa, Taghi M. Khoshgoftaar
Identifying Medicare Provider Fraud with Unsupervised Machine Learning. IRI (2018)
Richard A. Bauder, Taghi M. Khoshgoftaar
The Detection of Medicare Fraud Using Machine Learning Methods with Excluded Provider Labels. FLAIRS Conference (2018)
Richard A. Bauder, Taghi M. Khoshgoftaar, Amri Napolitano
Fraud Detection with a Limited Number of Known Fraudulent Medicare Providers. FLAIRS Conference (2018)
Richard A. Bauder, Taghi M. Khoshgoftaar, Tawfiq Hasanin
An Empirical Study on Class Rarity in Big Data. ICMLA (2018)
Richard A. Bauder, Taghi M. Khoshgoftaar, Tawfiq Hasanin
Data Sampling Approaches with Severely Imbalanced Big Data for Medicare Fraud Detection. ICTAI (2018)
Richard A. Bauder, Taghi M. Khoshgoftaar
A Survey of Medicare Data Processing and Integration for Fraud Detection. IRI (2018)
Joffrey L. Leevy, Taghi M. Khoshgoftaar, Richard A. Bauder, Naeem Seliya
A survey on addressing high-class imbalance in big data. J. Big Data 5 (2018)
Richard A. Bauder, Taghi M. Khoshgoftaar
Medicare Fraud Detection Using Random Forest with Class Imbalanced Big Data. IRI (2018)
Richard A. Bauder, Taghi M. Khoshgoftaar
The effects of varying class distribution on learner behavior for medicare fraud detection with imbalanced big data. Health Inf. Sci. Syst. 6 (1) (2018)
Matthew Herland, Taghi M. Khoshgoftaar, Richard A. Bauder
Big Data fraud detection using multiple medicare data sources. J. Big Data 5 (2018)
Richard A. Bauder, Taghi M. Khoshgoftaar
Medicare Fraud Detection Using Machine Learning Methods. ICMLA (2017)
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
Multivariate Anomaly Detection in Medicare using Model Residuals and Probabilistic Programming. FLAIRS Conference (2017)
Richard A. Bauder, Taghi M. Khoshgoftaar
Estimating Outlier Score Probabilities. IRI (2017)
Richard A. Bauder, Taghi M. Khoshgoftaar, Aaron N. Richter, Matthew Herland
Predicting Medical Provider Specialties to Detect Anomalous Insurance Claims. ICTAI (2016)
Richard A. Bauder, Taghi M. Khoshgoftaar
A Novel Method for Fraudulent Medicare Claims Detection from Expected Payment Deviations (Application Paper). IRI (2016)
Richard A. Bauder, Taghi M. Khoshgoftaar
A Probabilistic Programming Approach for Outlier Detection in Healthcare Claims. ICMLA (2016)

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Publication Activity (10 Years)

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Richard A. Bauder