A survey on image data augmentation for deep learning C Shorten, TM Khoshgoftaar Journal of big data 6 (1), 1-48, 2019 | 10399 | 2019 |
Text Data Augmentation for Deep Learning C Shorten, TM Khoshgoftaar, B Furht Journal of Big Data 8 (1), 1-34, 2021 | 438 | 2021 |
Deep Learning applications for COVID-19 C Shorten, TM Khoshgoftaar, B Furht Journal of big Data 8 (1), 1-54, 2021 | 339 | 2021 |
KerasBERT: modeling the Keras language C Shorten, TM Khoshgoftaar 2021 20th IEEE International Conference on Machine Learning and Applications …, 2021 | 6 | 2021 |
A comparison of house price classification with structured and unstructured text data E Cardenas, C Shorten, TM Khoshgoftaar, B Furht The International FLAIRS Conference Proceedings 35, 2022 | 4 | 2022 |
Language models for deep learning programming: A case study with Keras C Shorten, TM Khoshgoftaar Deep Learning Applications, Volume 4, 135-161, 2022 | 3 | 2022 |
Exploring language-interfaced fine-tuning for COVID-19 patient survival classification C Shorten, E Cardenas, TM Khoshgoftaar, J Hashemi, SG Dalmida, ... 2022 IEEE 34th International Conference on Tools with Artificial …, 2022 | 3 | 2022 |
Predicting the severity of COVID-19 respiratory illness with deep learning C Shorten, TM Khoshgoftaar, J Hashemi, SG Dalmida, D Newman, ... The International FLAIRS Conference Proceedings 35, 2022 | 3 | 2022 |
Using machine learning to identify patient characteristics to predict mortality of in-patients with COVID-19 in south Florida D Datta, S George Dalmida, L Martinez, D Newman, J Hashemi, ... Frontiers in Digital Health 5, 1193467, 2023 | 2 | 2023 |
Data Augmentation in Deep Learning C Shorten Florida Atlantic University, 2023 | 2 | 2023 |
An Exploration of Consistency Learning with Data Augmentation C Shorten, TM Khoshgoftaar The International FLAIRS Conference Proceedings 35, 2022 | 2 | 2022 |
Investigating the Generalization of Image Classifiers with Augmented Test Sets C Shorten, TM Khoshgoftaar 2021 IEEE 33rd International Conference on Tools with Artificial …, 2021 | 1 | 2021 |
An Exploration into Synthetic Data and Generative Adversarial CM Shorten Transfer 4, 1, 2014 | | 2014 |
Multi-Task Distribution Learning C Shorten | | |
ICTAI 2021 F Dama, C Sinoquet, C Shorten, TM Khoshgoftaar, P Colling, M Rottmann, ... | | |