| 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 | 663 | 2018 |
| 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 | 176 | 2020 |
| 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 | 98 | 2019 |
| 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 | 51 | 2021 |
| 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 | 50 | 2021 |
| 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 | 44 | 2019 |
| 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 | 39 | 2020 |
| 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 | 37 | 2020 |
| 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 | 37 | 2019 |
| A reconstruction error-based framework for label noise detection Z Salekshahrezaee, JL Leevy, TM Khoshgoftaar Journal of Big Data 8 (1), 1-16, 2021 | 30 | 2021 |
| 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 | 28 | 2023 |
| Investigating class rarity in big data T Hasanin, TM Khoshgoftaar, JL Leevy, RA Bauder Journal of Big Data 7 (1), 1-17, 2020 | 24 | 2020 |
| 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 | 18 | 2021 |
| 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 | 18 | 2020 |
| 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 | 17 | 2021 |
| 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 | 15 | 2019 |
| 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 | 14 | 2022 |
| 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 | 14 | 2021 |
| 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 | 13 | 2023 |
| 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 | 12 | 2021 |
Taghi M. KhoshgoftaarMotorola Endowed Chair Professor, Computer Science, Florida Atlantic UniversityAdresse e-mail validée de fau.edu
