Real-time regression analysis with deep convolutional neural networks [article]

E. A. Huerta, Daniel George, Zhizhen Zhao, Gabrielle Allen
2018 arXiv   pre-print
We discuss the development of novel deep learning algorithms to enable real-time regression analysis for time series data. We showcase the application of this new method with a timely case study, and then discuss the applicability of this approach to tackle similar challenges across science domains.
arXiv:1805.02716v1 fatcat:sp5mghuiy5d5fd5ecbbjl3x2ay