A parallel and distributed stochastic gradient descent implementation using commodity clusters RKL Kennedy, TM Khoshgoftaar, F Villanustre, T Humphrey Journal of Big Data 6 (1), 16, 2019 | 29 | 2019 |
The effects of class label noise on highly-imbalanced big data RKL Kennedy, JM Johnson, TM Khoshgoftaar 2021 IEEE 33rd International Conference on Tools with Artificial …, 2021 | 20 | 2021 |
Iterative cleaning and learning of big highly-imbalanced fraud data using unsupervised learning RKL Kennedy, Z Salekshahrezaee, F Villanustre, TM Khoshgoftaar Journal of Big Data 10 (1), 106, 2023 | 11 | 2023 |
A novel approach for unsupervised learning of highly-imbalanced data RKL Kennedy, Z Salekshahrezaee, TM Khoshgoftaar 2022 IEEE 4th International Conference on Cognitive Machine Intelligence …, 2022 | 7 | 2022 |
Unsupervised anomaly detection of class imbalanced cognition data using an iterative cleaning method RKL Kennedy, Z Salekshahrezaee, TM Khoshgoftaar 2023 IEEE 24th International Conference on Information Reuse and Integration …, 2023 | 5 | 2023 |
Learning from Highly Imbalanced Big Data with Label Noise. JM Johnson, RKL Kennedy, TM Khoshgoftaar International Journal on Artificial Intelligence Tools 32 (5), 2023 | 5 | 2023 |
Accelerated deep learning on hpcc systems RKL Kennedy, TM Khoshgoftaar 2020 19th IEEE International Conference on Machine Learning and Applications …, 2020 | 5 | 2020 |
Synthesizing class labels for highly imbalanced credit card fraud detection data RKL Kennedy, F Villanustre, TM Khoshgoftaar, Z Salekshahrezaee Journal of Big Data 11 (1), 38, 2024 | 3 | 2024 |
An Examination of Neural Networks on Cluster Computers RKL Kennedy, TM Khoshgoftaar 2021 IEEE Seventh International Conference on Big Data Computing Service and …, 2021 | 1 | 2021 |
Parallel distributed deep learning on cluster computers RKL Kennedy Florida Atlantic University, 2018 | 1 | 2018 |
A Novel Approach to Synthesize Class Labels in Highly Imbalanced Large Data RKL Kennedy, TM Khoshgoftaar 2023 IEEE 5th International Conference on Cognitive Machine Intelligence …, 2023 | | 2023 |
2023 IEEE 5th International Conference on Cognitive Machine Intelligence (CogMI)| 979-8-3503-2383-2/23/$31.00© 2023 IEEE| DOI: 10.1109/COGMI58952. 2023.00039 J Abernethy, F Afghah, NM Al-Fannah, T Ambadkar, T Andersen, ... | | |
CogMI 2023 RKL Kennedy, M Taghi, C Pu, A Suprem | | |
2022 IEEE 4th International Conference on Cognitive Machine Intelligence (CogMI)| 978-1-6654-7406-1/22/$31.00© 2022 IEEE| DOI: 10.1109/CogMI56440. 2022.00031 G Alavidze, L Alazraki, B Allogmany, R Baeza-Yates, WI Baskett, ... | | |