Probabilistic forecasting with temporal convolutional neural network

Author:

Chen Yitian,Kang YanfeiORCID,Chen Yixiong,Wang Zizhuo

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications

Reference45 articles.

1. S. Bai, J. Z. Kolter, V. Koltun, An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling, 1803.01271 (2018).

2. Forecasting across time series databases using recurrent neural networks on groups of similar series: a clustering approach;Bandara;Expert Syst. Appl.,2020

3. F.M. Bianchi, E. Maiorino, M.C. Kampffmeyer, A. Rizzi, R. Jenssen, An Overview and Comparative Analysis of Recurrent Neural Networks for Short Term Load Forecasting, arXiv preprint: 1705.04378 (2017).

4. A. Borovykh, S. Bohte, C.W. Oosterlee, Conditional Time Series Forecasting With Convolutional Neural Networks, 2017. arXiv preprint: 1703.04691.

5. Time Series Analysis: Forecasting and Control;Box,2015

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