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Guang-Bin Huang
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Extreme learning machine: theory and applications
GB Huang, QY Zhu, CK Siew
Neurocomputing 70 (1-3), 489-501, 2006
118332006
Extreme learning machine for regression and multiclass classification
GB Huang, H Zhou, X Ding, R Zhang
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 42 …, 2011
53702011
Extreme learning machine: a new learning scheme of feedforward neural networks
GB Huang, QY Zhu, CK Siew
2004 IEEE international joint conference on neural networks (IEEE Cat. No …, 2004
45492004
Universal approximation using incremental constructive feedforward networks with random hidden nodes
GB Huang, L Chen, CK Siew
IEEE Trans. Neural Networks 17 (4), 879-892, 2006
25772006
A fast and accurate online sequential learning algorithm for feedforward networks
NY Liang, GB Huang, P Saratchandran, N Sundararajan
IEEE Transactions on neural networks 17 (6), 1411-1423, 2006
19932006
Extreme learning machines: a survey
GB Huang, DH Wang, Y Lan
International journal of machine learning and cybernetics 2 (2), 107-122, 2011
19492011
Trends in extreme learning machines: A review
G Huang, GB Huang, S Song, K You
Neural Networks 61, 32-48, 2015
15112015
Extreme learning machine for multilayer perceptron
J Tang, C Deng, GB Huang
IEEE transactions on neural networks and learning systems 27 (4), 809-821, 2015
11872015
Convex incremental extreme learning machine
GB Huang, L Chen
Neurocomputing 70 (16-18), 3056-3062, 2007
11652007
Enhanced random search based incremental extreme learning machine
GB Huang, L Chen
Neurocomputing 71 (16-18), 3460-3468, 2008
9602008
Optimization method based extreme learning machine for classification
GB Huang, X Ding, H Zhou
Neurocomputing 74 (1-3), 155-163, 2010
9392010
An insight into extreme learning machines: random neurons, random features and kernels
GB Huang
Cognitive Computation 6 (3), 376-390, 2014
9272014
Evolutionary extreme learning machine
QY Zhu, AK Qin, PN Suganthan, GB Huang
Pattern recognition 38 (10), 1759-1763, 2005
8152005
Learning capability and storage capacity of two-hidden-layer feedforward networks
GB Huang
IEEE transactions on neural networks 14 (2), 274-281, 2003
8092003
A generalized growing and pruning RBF (GGAP-RBF) neural network for function approximation
GB Huang, P Saratchandran, N Sundararajan
IEEE transactions on neural networks 16 (1), 57-67, 2005
7902005
Error minimized extreme learning machine with growth of hidden nodes and incremental learning
G Feng, GB Huang, Q Lin, R Gay
IEEE Transactions on Neural Networks 20 (8), 1352-1357, 2009
6792009
Weighted extreme learning machine for imbalance learning
W Zong, GB Huang, Y Chen
Neurocomputing 101, 229-242, 2013
6672013
Representational learning with ELMs for big data
LLC Kasun, H Zhou, GB Huang, CM Vong
6112013
Upper bounds on the number of hidden neurons in feedforward networks with arbitrary bounded nonlinear activation functions
GB Huang, HA Babri
IEEE transactions on neural networks 9 (1), 224-229, 1998
6051998
What are extreme learning machines? Filling the gap between Frank Rosenblatt’s dream and John von Neumann’s puzzle
GB Huang
Cognitive Computation 7 (3), 263-278, 2015
5092015
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