A new robust kernel ridge regression classifier for islanding and power quality disturbances in a multi distributed generation based microgrid

Variational Mode Decomposition

Konstantin Dragomiretskiy, Dominique Zosso · IEEE Transactions on Signal Processing · 2014 · 8.1K citations

Spectral Theory, Engineering, Variational Analysis +14

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

Empirical Wavelet Transform

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

Engineering, Filter Bank, Wavelet Analysis +10

Weighted least squares support vector machines: robustness and sparse approximation

Johan A. K. Suykens, Jos De Brabanter, Luděk Lukáš et al. · Neurocomputing · 2002 · 1.3K citations · Full text

Support Vector Machine, Engineering, Machine Learning +9

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

Guang-Bin Huang · Cognitive Computation · 2014 · 957 citations

Engineering, Machine Learning, Computational Learning Theory +10