Earliness-Aware Deep Convolutional Networks for Early Time Series Classification

Wenlin Wang, Changyou Chen, Wenqi Wang +2

We present Earliness-Aware Deep Convolutional Networks (EA-ConvNets), an end-to-end deep learning framework, for early classification of time series data. Unlike most existing meth…