Taghi M. Khoshgoftaar
Florida Atlantic University
H-index: 93
North America-United States
Top articles of Taghi M. Khoshgoftaar
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Data reduction techniques for highly imbalanced medicare Big Data | Journal of Big Data | John T Hancock Huanjing Wang Taghi M Khoshgoftaar Qianxin Liang | 2024/1/3 |
Feature selection strategies: a comparative analysis of SHAP-value and importance-based methods | Journal of Big Data | Huanjing Wang Qianxin Liang John T Hancock Taghi M Khoshgoftaar | 2024/3/26 |
Low-shot learning and class imbalance: a survey | Journal of Big Data | Preston Billion Polak Joseph D Prusa Taghi M Khoshgoftaar | 2024/1/2 |
Synthesizing class labels for highly imbalanced credit card fraud detection data | Journal of Big Data | Robert KL Kennedy Flavio Villanustre Taghi M Khoshgoftaar Zahra Salekshahrezaee | 2024/3/9 |
Improving Credit Card Fraud Detection with Data Reduction Approaches | International Journal of Reliability, Quality and Safety Engineering | Huanjing Wang John Hancock Taghi M Khoshgoftaar | 2024/2/28 |
Using Random Undersampling and Ensemble Feature Selection for IoT Attack Prediction | International Journal of Reliability, Quality and Safety Engineering | Joffrey L Leevy Taghi M Khoshgoftaar John Hancock | 2024/2/21 |
Blockchain meets machine learning: a survey | Journal of Big Data | Safak Kayikci Taghi M Khoshgoftaar | 2024/1/6 |
Explainable machine learning models for Medicare fraud detection | Journal of Big Data | John T Hancock Richard A Bauder Huanjing Wang Taghi M Khoshgoftaar | 2023/10/9 |
The effect of feature extraction and data sampling on credit card fraud detection | Journal of Big Data | Zahra Salekshahrezaee Joffrey L Leevy Taghi M Khoshgoftaar | 2023/1/17 |
Data-centric ai for healthcare fraud detection | SN Computer Science | Justin M Johnson Taghi M Khoshgoftaar | 2023/5/11 |
A Model-Agnostic Feature Selection Technique to Improve the Performance of One-Class Classifiers | John Hancock Richard Bauder Taghi M Khoshgoftaar | 2023/11/6 | |
Improving medicare fraud detection through big data size reduction techniques | Huanjing Wang John T Hancock Taghi M Khoshgoftaar | 2023/7/17 | |
Assessing one-class and binary classification approaches for identifying medicare fraud | Joffrey L Leevy John Hancock Taghi M Khoshgoftaar | 2023/8/4 | |
REPORT ON NSF-FUNDED GRADUATE TRAINEESHIP IN DATA SCIENCE TECHNOLOGIES AND APPLICATIONS | B Furht R Tappen T Khoshgoftaar H Kalva O Marques | 2023 | |
Threshold optimization and random undersampling for imbalanced credit card data | Journal of Big Data | Joffrey L Leevy Justin M Johnson John Hancock Taghi M Khoshgoftaar | 2023/5/6 |
A Novel Approach to Synthesize Class Labels in Highly Imbalanced Large Data | Robert KL Kennedy Taghi M Khoshgoftaar | 2023/11/1 | |
Comparative analysis of binary and one-class classification techniques for credit card fraud data | Journal of Big Data | Joffrey L Leevy John Hancock Taghi M Khoshgoftaar | 2023/7/17 |
Enhancing credit card fraud detection through a novel ensemble feature selection technique | Huanjing Wang Qianxin Liang John T Hancock Taghi M Khoshgoftaar | 2023/8/4 | |
Evaluating classifier performance with highly imbalanced big data | Journal of Big Data | John T Hancock Taghi M Khoshgoftaar Justin M Johnson | 2023/4/11 |
A Comparative Study of Model-Agnostic and Importance-Based Feature Selection Approaches | Huanjing Wang Qianxin Liang John T Hancock Taghi M Khoshgoftaar | 2023/11/1 |
