| 2025 | IRI | A New and Effective Technique for Unsupervised Labeling and Feature Selection with Applications in Healthcare Fraud Detection. | John T. Hancock, Robert K. L. Kennedy, Mary Anne Walauskis, Taghi M. Khoshgoftaar |
| 2023 | ICMLA | Data Reduction to Improve the Performance of One-Class Classifiers on Highly Imbalanced Big Data. | John T. Hancock, Taghi M. Khoshgoftaar |
| 2023 | IRI | Assessing One-Class and Binary Classification Approaches for Identifying Medicare Fraud. | Joffrey L. Leevy, John T. Hancock, Taghi M. Khoshgoftaar |
| 2023 | IRI | Enhancing Credit Card Fraud Detection Through a Novel Ensemble Feature Selection Technique. | Huanjing Wang, Qianxin Liang, John T. Hancock, Taghi M. Khoshgoftaar |
| 2023 | ICTAI | A Model-Agnostic Feature Selection Technique to Improve the Performance of One-Class Classifiers. | John T. Hancock, Richard A. Bauder, Taghi M. Khoshgoftaar |
| 2023 | ICTAI | One-Class Classifier Performance: Comparing Majority versus Minority Class Training. | Joffrey L. Leevy, John T. Hancock, Taghi M. Khoshgoftaar, Azadeh Abdollah Zadeh |
| 2022 | ICMLA | Informative Evaluation Metrics for Highly Imbalanced Big Data Classification. | John T. Hancock, Taghi M. Khoshgoftaar, Justin M. Johnson |
| 2022 | IRI | Optimizing Ensemble Trees for Big Data Healthcare Fraud Detection. | John T. Hancock, Taghi M. Khoshgoftaar |
| 2022 | ICTAI | Evaluating Performance Metrics for Credit Card Fraud Classification. | Joffrey L. Leevy, Taghi M. Khoshgoftaar, John T. Hancock |
| 2021 | ICMLA | Detecting SSH and FTP Brute Force Attacks in Big Data. | John T. Hancock, Taghi M. Khoshgoftaar, Joffrey L. Leevy |
| 2021 | ICMLA | Detecting Information Theft Attacks in the Bot-IoT Dataset. | Joffrey L. Leevy, John T. Hancock, Taghi M. Khoshgoftaar, Jared M. Peterson |
| 2021 | ICMLA | Feature Popularity Between Different Web Attacks with Supervised Feature Selection Rankers. | Richard Zuech, John T. Hancock, Taghi M. Khoshgoftaar |
| 2021 | IRI | Impact of Hyperparameter Tuning in Classifying Highly Imbalanced Big Data. | John T. Hancock, Taghi M. Khoshgoftaar |
| 2021 | IRI | Detecting Web Attacks in Severely Imbalanced Network Traffic Data. | Richard Zuech, John T. Hancock, Taghi M. Khoshgoftaar |
| 2020 | ICMLA | Performance of CatBoost and XGBoost in Medicare Fraud Detection. | John T. Hancock, Taghi M. Khoshgoftaar |
| 2020 | IRI | Medicare Fraud Detection using CatBoost. | John T. Hancock, Taghi M. Khoshgoftaar |