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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
147822006
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
63442011
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
55202004
Universal approximation using incremental constructive feedforward networks with random hidden nodes
GB Huang, L Chen, CK Siew
IEEE transactions on neural networks 17 (4), 879-892, 2006
29352006
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
23042006
Extreme learning machines: a survey
GB Huang, DH Wang, Y Lan
International journal of machine learning and cybernetics 2, 107-122, 2011
22242011
Trends in extreme learning machines: A review
G Huang, GB Huang, S Song, K You
Neural Networks 61, 32-48, 2015
19082015
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
15332015
Convex incremental extreme learning machine
GB Huang, L Chen
Neurocomputing 70 (16-18), 3056-3062, 2007
12692007
An insight into extreme learning machines: random neurons, random features and kernels
GB Huang
Cognitive Computation 6, 376-390, 2014
11082014
Optimization method based extreme learning machine for classification
GB Huang, X Ding, H Zhou
Neurocomputing 74 (1-3), 155-163, 2010
10512010
Enhanced random search based incremental extreme learning machine
GB Huang, L Chen
neurocomputing 71 (16-18), 3460-3468, 2008
10332008
Learning capability and storage capacity of two-hidden-layer feedforward networks
GB Huang
IEEE transactions on neural networks 14 (2), 274-281, 2003
10002003
Evolutionary extreme learning machine
QY Zhu, AK Qin, PN Suganthan, GB Huang
Pattern recognition 38 (10), 1759-1763, 2005
9362005
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
8532005
Weighted extreme learning machine for imbalance learning
W Zong, GB Huang, Y Chen
Neurocomputing 101, 229-242, 2013
8332013
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
7642009
Representational learning with ELMs for big data
LLC Kasun, H Zhou, GB Huang, CM Vong
IEEE COMPUTER SOC10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA …, 2013
7362013
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
6741998
What are extreme learning machines? Filling the gap between Frank Rosenblatt’s dream and John von Neumann’s puzzle
GB Huang
Cognitive Computation 7, 263-278, 2015
5892015
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