Tailai Wen

Time Series Anomaly Detection Using Convolutional Neural Networks and Transfer Learning

2019 · arXiv (Cornell University)

Time series anomaly detection plays a critical role in automated monitoring systems. Most previous deep learning efforts related to time series anomaly detection were based on recurrent neural networks (RNN). In this paper, we propose …