Variable weights combined model based on multi-objective optimization for short-term wind speed forecasting

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

Extreme learning machine: Theory and applications

Guang-Bin Huang, Qinyu Zhu, Chee-Kheong Siew · Neurocomputing · 2006 · 13K citations

Engineering, Machine Learning, Extreme Learning Machine +5

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

Support Vector Machine, Classification Method, Engineering +14

Comparing Predictive Accuracy

Francis X. Diebold, Roberto S. Mariano · Journal of Business and Economic Statistics · 1995 · 4.5K citations

Forecasting Methodology, Engineering, Machine Learning +22

Universal Approximation using Incremental Constructive Feedforward Networks with Random Hidden Nodes

Guang-Bin Huang, Lei Chen, Chee‐Kheong Siew · IEEE Transactions on Neural Networks · 2006 · 2.6K citations

Artificial Intelligence, Random Hidden Nodes, Incremental Learning +17