Joffrey L. Leevy

35 papers B 3C 3Misc 3Journal 18Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Survey on Statistical and ML-Based Demand Forecasting Methods for Spare Parts in Aviation. IEEE Access Chelsea M. Zuvieta, Joffrey L. Leevy, Taghi M. Khoshgoftaar
2025	J	`jnl`	Evaluating the Impact of Majority versus Minority Class Training for One-Class Classification. Int. J. Artif. Intell. Tools Joffrey L. Leevy, John T. Hancock, Taghi M. Khoshgoftaar, Azadeh Abdollah Zadeh
2024	—	`conf`	A Review of Unsupervised Anomaly Detection Techniques for Health Insurance Fraud. BigDataService Joffrey L. Leevy, Zahra Salekshahrezaee, Taghi M. Khoshgoftaar
2024	J	`jnl`	Advancing machine learning with OCR2SEQ: an innovative approach to multi-modal data augmentation. J. Big Data Michael Lowe, Joseph D. Prusa, Joffrey L. Leevy, Taghi M. Khoshgoftaar
2023	J	`jnl`	An approach to application-layer DoS detection. J. Big Data Clifford Kemp, Chad Calvert, Taghi M. Khoshgoftaar, Joffrey L. Leevy
2023	Misc	`conf`	Assessing One-Class and Binary Classification Approaches for Identifying Medicare Fraud. IRI Joffrey L. Leevy, John T. Hancock, Taghi M. Khoshgoftaar
2023	J	`jnl`	Comparative analysis of binary and one-class classification techniques for credit card fraud data. J. Big Data Joffrey L. Leevy, John T. Hancock, Taghi M. Khoshgoftaar
2023	J	`jnl`	Investigating the effectiveness of one-class and binary classification for fraud detection. J. Big Data Joffrey L. Leevy, John T. Hancock, Taghi M. Khoshgoftaar, Azadeh Abdollah Zadeh
2023	B	`conf`	One-Class Classifier Performance: Comparing Majority versus Minority Class Training. ICTAI Joffrey L. Leevy, John T. Hancock, Taghi M. Khoshgoftaar, Azadeh Abdollah Zadeh
2023	J	`jnl`	The effect of feature extraction and data sampling on credit card fraud detection. J. Big Data Zahra Salekshahrezaee, Joffrey L. Leevy, Taghi M. Khoshgoftaar
2023	J	`jnl`	Threshold optimization and random undersampling for imbalanced credit card data. J. Big Data Joffrey L. Leevy, Justin M. Johnson, John T. Hancock, Taghi M. Khoshgoftaar
2022	Misc	`conf`	A Class-Imbalanced Study with Feature Extraction via PCA and Convolutional Autoencoder. IRI Zahra Salekshahrezaee, Joffrey L. Leevy, Taghi M. Khoshgoftaar
2022	B	`conf`	Evaluating Performance Metrics for Credit Card Fraud Classification. ICTAI Joffrey L. Leevy, Taghi M. Khoshgoftaar, John T. Hancock
2022	J	`jnl`	IoT information theft prediction using ensemble feature selection. J. Big Data Joffrey L. Leevy, John T. Hancock, Taghi M. Khoshgoftaar, Jared M. Peterson
2021	—	`conf`	A Review and Analysis of the Bot-IoT Dataset. SOSE Jared M. Peterson, Joffrey L. Leevy, Taghi M. Khoshgoftaar
2021	J	`jnl`	A reconstruction error-based framework for label noise detection. J. Big Data Zahra Salekshahrezaee, Joffrey L. Leevy, Taghi M. Khoshgoftaar
2021	—	`conf`	An Easy-to-Classify Approach for the Bot-IoT Dataset. CogMI Joffrey L. Leevy, John T. Hancock, Taghi M. Khoshgoftaar, Jared M. Peterson
2021	C	`conf`	Detecting Information Theft Attacks in the Bot-IoT Dataset. ICMLA Joffrey L. Leevy, John T. Hancock, Taghi M. Khoshgoftaar, Jared M. Peterson
2021	C	`conf`	Detecting SSH and FTP Brute Force Attacks in Big Data. ICMLA John T. Hancock, Taghi M. Khoshgoftaar, Joffrey L. Leevy
2021	J	`jnl`	Detecting cybersecurity attacks across different network features and learners. J. Big Data Joffrey L. Leevy, John T. Hancock, Richard Zuech, Taghi M. Khoshgoftaar
2021	B	`conf`	Feature Extraction for Class Imbalance Using a Convolutional Autoencoder and Data Sampling. ICTAI Zahra Salekshahrezaee, Joffrey L. Leevy, Taghi M. Khoshgoftaar
2021	—	`conf`	IoT Reconnaissance Attack Classification with Random Undersampling and Ensemble Feature Selection. CIC Joffrey L. Leevy, John T. Hancock, Taghi M. Khoshgoftaar, Naeem Seliya
2021	—	`conf`	Mitigating Class Imbalance for IoT Network Intrusion Detection: A Survey. BigDataService Joffrey L. Leevy, Taghi M. Khoshgoftaar, Jared M. Peterson
2020	—	`conf`	A Short Survey of LSTM Models for De-identification of Medical Free Text. CIC Joffrey L. Leevy, Taghi M. Khoshgoftaar
2020	J	`jnl`	A survey and analysis of intrusion detection models based on CSE-CIC-IDS2018 Big Data. J. Big Data Joffrey L. Leevy, Taghi M. Khoshgoftaar
2020	—	`conf`	Detecting Cybersecurity Attacks Using Different Network Features with LightGBM and XGBoost Learners. CogMI Joffrey L. Leevy, John T. Hancock, Richard Zuech, Taghi M. Khoshgoftaar
2020	J	`jnl`	Investigating class rarity in big data. J. Big Data Tawfiq Hasanin, Taghi M. Khoshgoftaar, Joffrey L. Leevy, Richard A. Bauder
2020	J	`jnl`	Investigating the relationship between time and predictive model maintenance. J. Big Data Joffrey L. Leevy, Taghi M. Khoshgoftaar, Richard A. Bauder, Naeem Seliya
2020	J	`jnl`	Survey on RNN and CRF models for de-identification of medical free text. J. Big Data Joffrey L. Leevy, Taghi M. Khoshgoftaar, Flavio Villanustre
2019	Misc	`conf`	A Comparison of Performance Metrics with Severely Imbalanced Network Security Big Data. IRI Tawfiq Hasanin, Taghi M. Khoshgoftaar, Joffrey L. Leevy
2019	J	`jnl`	Examining characteristics of predictive models with imbalanced big data. J. Big Data Tawfiq Hasanin, Taghi M. Khoshgoftaar, Joffrey L. Leevy, Naeem Seliya
2019	—	`conf`	Investigating Random Undersampling and Feature Selection on Bioinformatics Big Data. BigDataService Tawfiq Hasanin, Taghi M. Khoshgoftaar, Joffrey L. Leevy, Naeem Seliya
2019	J	`jnl`	Severely imbalanced Big Data challenges: investigating data sampling approaches. J. Big Data Tawfiq Hasanin, Taghi M. Khoshgoftaar, Joffrey L. Leevy, Richard A. Bauder
2019	C	`conf`	The Effect of Time on the Maintenance of a Predictive Model. ICMLA Joffrey L. Leevy, Taghi M. Khoshgoftaar, Richard A. Bauder, Naeem Seliya
2018	J	`jnl`	A survey on addressing high-class imbalance in big data. J. Big Data Joffrey L. Leevy, Taghi M. Khoshgoftaar, Richard A. Bauder, Naeem Seliya