A hybrid prediction model for residential electricity consumption using holt-winters and extreme learning machine

Extreme learning machine: Theory and applications

Guang-Bin Huang, Qinyu Zhu, Chee‐Kheong Siew · Neurocomputing · 2006 · 13.2K citations

Computing, Computer Science, Artificial Intelligence +9

Root mean square error (RMSE) or mean absolute error (MAE)? – Arguments against avoiding RMSE in the literature

Tianfeng Chai, Roland R. Draxler · Geoscientific model development · 2014 · 6.1K citations · Full text

Business, Decision Sciences, Performance Measurement +12

Extreme Learning Machine for Regression and Multiclass Classification

Guang-Bin Huang, Hongming Zhou, Xiaojian Ding et al. · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 2011 · 5.5K citations

Computing, Computer Science, Data Mining +15

Forecasting seasonals and trends by exponentially weighted moving averages

Charles C. Holt · International Journal of Forecasting · 2004 · 1.7K citations

Computing, Computer Science, Meteorology +13

An Insight into Extreme Learning Machines: Random Neurons, Random Features and Kernels

Guang-Bin Huang · Cognitive Computation · 2014 · 962 citations

Computing, Computer Science, Artificial Intelligence +11