A survey on Image Data Augmentation for Deep Learning

Connor Shorten, Taghi M. Khoshgoftaar

Journal Of Big Data

Convolutional Neural NetworkEngineeringMachine LearningAutoencodersImage Analysis +14

Review of deep learning: concepts, CNN architectures, challenges, applications, future directions

Laith Alzubaidi, Jinglan Zhang, Amjad J. Humaidi, +7

Journal Of Big Data

A survey of transfer learning

Karl R. Weiss, Taghi M. Khoshgoftaar, Dingding Wang

Journal Of Big Data

Data ClassificationEngineeringMachine LearningData ScienceData Mining +11

Survey on deep learning with class imbalance

Justin Johnson, Taghi M. Khoshgoftaar

Journal Of Big Data

Deep learning applications and challenges in big data analytics

Maryam M. Najafabadi, Flavio Villanustre, Taghi M. Khoshgoftaar, +3

Journal Of Big Data

Artificial IntelligenceDeep Neural NetworksEngineeringMachine LearningData Science +10

Big data in healthcare: management, analysis and future prospects

Sabyasachi Dash, Sushil Kumar Shakyawar, Sandeep Kaushik

Journal Of Big Data

Text Data Augmentation for Deep Learning

Connor Shorten, Taghi M. Khoshgoftaar, Borko Furht

Journal Of Big Data

CatBoost for big data: an interdisciplinary review

John Hancock, Taghi M. Khoshgoftaar

Journal Of Big Data

Deep convolutional neural network based medical image classification for disease diagnosis

Samir S. Yadav, Shivajirao M. Jadhav

Journal Of Big Data

Selecting critical features for data classification based on machine learning methods

Rung-Ching Chen, Christine Dewi, Su-Wen Huang, +1

Journal Of Big Data