Khoshgoftaar, Taghi M.

A survey on Image Data Augmentation for Deep Learning

Shorten, C., & Khoshgoftaar, T. M. (2019) · Journal of Big Data

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 13,203

A survey of transfer learning

Weiss, K., Khoshgoftaar, T. M., & Wang, D. (2016) · Journal of Big Data

Domain Adaptation and Few-Shot LearningMachine Learning and Algorithms

Cited by 6,260

Survey on deep learning with class imbalance

Johnson, J. M., & Khoshgoftaar, T. M. (2019) · Journal of Big Data

Imbalanced Data Classification TechniquesMachine Learning and Data Classification

Cited by 3,032

Deep learning applications and challenges in big data analytics

Najafabadi, M. M., Villanustre, F., Khoshgoftaar, T. M., Seliya, N., Wald, R., & Muharemagic, E. (2015) · Journal of Big Data

Big Data Technologies and ApplicationsTopic Modeling

Cited by 2,594

Big Data: Deep Learning for financial sentiment analysis

Sohangir, S., Wang, D., Pomeranets, A., & Khoshgoftaar, T. M. (2018) · Journal of Big Data

Sentiment Analysis and Opinion MiningStock Market Forecasting Methods

Cited by 390

Deep Learning applications for COVID-19

Shorten, C., Khoshgoftaar, T. M., & Furht, B. (2021) · Journal of Big Data

COVID-19 diagnosis using AIArtificial Intelligence in Healthcare and Education

Cited by 350

The effects of data sampling with deep learning and highly imbalanced big data

Johnson, J. M., & Khoshgoftaar, T. M. (2020) · Information Systems Frontiers

Imbalanced Data Classification TechniquesMachine Learning and Data Classification

Cited by 81