Mid-to-long term wind and photovoltaic power generation prediction based on copula function and long short term memory network

Short-Term Residential Load Forecasting Based on LSTM Recurrent Neural Network

Weicong Kong, Zhao Yang Dong, Youwei Jia et al. · IEEE Transactions on Smart Grid · 2017 · 2.5K citations

Computing, Data Science, Forecasting +16

An Empirical Exploration of Recurrent Network Architectures

Rafał Józefowicz, Wojciech Zaremba, Ilya Sutskever · 2015 · 1.4K citations

Computing, Computer Science, Artificial Intelligence +15

Model Selection Through Sparse Maximum Likelihood Estimation for Multivariate Gaussian or Binary Data

Onureena Banerjee, Laurent El Ghaoui, Alexandre d’Aspremont · Journal of Machine Learning Research · 2008 · 1.3K citations

Computing, Computer Science, Mathematics +12

Deep learning based ensemble approach for probabilistic wind power forecasting

Huaizhi Wang, Gangqiang Li, Guibin Wang et al. · Applied Energy · 2016 · 741 citations

Computing, Computational Engineering, Meteorology +16

On Nonparametric Measures of Dependence for Random Variables

B. Schweizer, Edward F. Wolff · The Annals of Statistics · 1981 · 604 citations · Full text

Natural Sciences, Mathematics, Econometrics +16