深度学习与时间序列 Auto Encoder Journal 2017

Auto-Encoders

Journal

2017

• Hao-Fan Yang, Tharam S. Dillon (2017). Optimized Structure of the Traffic Flow Forecasting Model With a Deep Learning Approach. IEEE Transactions on Neural Networks and Learning Systems ( Volume: 28, Issue: 10, Oct. 2017)

  Summary: This paper proposes a stacked autoencoder Levenberg–Marquardt model to improve forecasting accuracy. It is applied to real-world data collected from the M6 freeway in the U.K.

  Notes:

  • Fine-tuning connection weights -> Levenberg-Marquadt