Short-Term Load Forecasting Method Based on EWT and IDBSCAN

The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis

Norden E. Huang, Steven Long, Man‐Li C. Wu et al. · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 1998 · 22.9K citations · Full text

A density-based algorithm for discovering clusters in large spatial Databases with Noise

Martin Ester, Hans‐Peter Kriegel, Jörg Sander et al. · 1996 · 19.1K citations

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 · 2.4K citations

Engineering, Machine Learning, Data Science +13

Empirical Wavelet Transform

Jérôme Gilles · IEEE Transactions on Signal Processing · 2013 · 2.1K citations · Full text

Engineering, Filter Bank, Wavelet Analysis +10

Empirical Mode Decomposition based ensemble deep learning for load demand time series forecasting

Xueheng Qiu, Ye Ren, Ponnuthurai Nagaratnam Suganthan et al. · Applied Soft Computing · 2017 · 445 citations

Forecasting Methodology, Engineering, Machine Learning +8