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Joffrey Leevy, PhD, CISSP
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A survey on addressing high-class imbalance in big data
JL Leevy, TM Khoshgoftaar, RA Bauder, N Seliya
Journal of Big Data 5 (1), 1-30, 2018
6342018
A survey and analysis of intrusion detection models based on CSE-CIC-IDS2018 Big Data
JL Leevy, TM Khoshgoftaar
Journal of Big Data 7 (1), 1-19, 2020
1672020
Severely imbalanced Big Data challenges: investigating data sampling approaches
T Hasanin, TM Khoshgoftaar, JL Leevy, RA Bauder
Journal of Big Data 6 (1), 1-25, 2019
912019
Detecting cybersecurity attacks across different network features and learners
JL Leevy, J Hancock, R Zuech, TM Khoshgoftaar
Journal of Big Data 8 (1), 1-29, 2021
492021
A Review and Analysis of the Bot-IoT Dataset
JM Peterson, JL Leevy, TM Khoshgoftaar
2021 IEEE International Conference on Service-Oriented System Engineering …, 2021
462021
Investigating Random Undersampling and Feature Selection on Bioinformatics Big Data
T Hasanin, TM Khoshgoftaar, J Leevy, N Seliya
2019 IEEE Fifth International Conference on Big Data Computing Service and …, 2019
442019
Detecting Cybersecurity Attacks Using Different Network Features with LightGBM and XGBoost Learners
JL Leevy, J Hancock, R Zuech, TM Khoshgoftaar
2020 IEEE Second International Conference on Cognitive Machine Intelligence …, 2020
372020
Survey on RNN and CRF models for de-identification of medical free text
JL Leevy, TM Khoshgoftaar, F Villanustre
Journal of Big Data 7 (1), 1-22, 2020
362020
Examining characteristics of predictive models with imbalanced big data
T Hasanin, TM Khoshgoftaar, JL Leevy, N Seliya
Journal of Big Data 6 (1), 1-21, 2019
362019
A reconstruction error-based framework for label noise detection
Z Salekshahrezaee, JL Leevy, TM Khoshgoftaar
Journal of Big Data 8 (1), 1-16, 2021
292021
Investigating class rarity in big data
T Hasanin, TM Khoshgoftaar, JL Leevy, RA Bauder
Journal of Big Data 7 (1), 1-17, 2020
232020
The effect of feature extraction and data sampling on credit card fraud detection
Z Salekshahrezaee, JL Leevy, TM Khoshgoftaar
Journal of Big Data 10 (1), 1-17, 2023
192023
Feature Extraction for Class Imbalance Using a Convolutional Autoencoder and Data Sampling
Z Salekshahrezaee, JL Leevy, TM Khoshgoftaar
2021 IEEE 33rd International Conference on Tools with Artificial …, 2021
182021
Detecting Information Theft Attacks in the Bot-IoT Dataset
JL Leevy, J Hancock, TM Khoshgoftaar, J Peterson
2021 20th IEEE International Conference on Machine Learning and Applications …, 2021
172021
Investigating the relationship between time and predictive model maintenance
JL Leevy, TM Khoshgoftaar, RA Bauder, N Seliya
Journal of Big Data 7, 1-19, 2020
172020
A Comparison of Performance Metrics with Severely Imbalanced Network Security Big Data
T Hasanin, TM Khoshgoftaar, JL Leevy
2019 IEEE 20th International Conference on Information Reuse and Integration …, 2019
142019
Mitigating Class Imbalance for IoT Network Intrusion Detection: A Survey
JL Leevy, TM Khoshgoftaar, JM Peterson
2021 IEEE Seventh International Conference on Big Data Computing Service and …, 2021
132021
An easy-to-classify approach for the bot-iot dataset
JL Leevy, J Hancock, TM Khoshgoftaar, JM Peterson
2021 IEEE Third International Conference on Cognitive Machine Intelligence …, 2021
122021
Threshold optimization and random undersampling for imbalanced credit card data
JL Leevy, JM Johnson, J Hancock, TM Khoshgoftaar
Journal of Big Data 10 (1), 58, 2023
112023
IoT information theft prediction using ensemble feature selection
JL Leevy, J Hancock, TM Khoshgoftaar, JM Peterson
Journal of Big Data 9 (1), 1-48, 2022
112022
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Articles 1–20