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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
146982006
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
63732011
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
55092004
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
29242006
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
22942006
Extreme learning machines: a survey
GB Huang, DH Wang, Y Lan
International journal of machine learning and cybernetics 2, 107-122, 2011
22032011
Trends in extreme learning machines: A review
G Huang, GB Huang, S Song, K You
Neural Networks 61, 32-48, 2015
18952015
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
15112015
Convex incremental extreme learning machine
GB Huang, L Chen
Neurocomputing 70 (16-18), 3056-3062, 2007
12662007
An insight into extreme learning machines: random neurons, random features and kernels
GB Huang
Cognitive Computation 6, 376-390, 2014
11062014
Optimization method based extreme learning machine for classification
GB Huang, X Ding, H Zhou
Neurocomputing 74 (1-3), 155-163, 2010
10462010
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
9882003
Evolutionary extreme learning machine
QY Zhu, AK Qin, PN Suganthan, GB Huang
Pattern recognition 38 (10), 1759-1763, 2005
9372005
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
8542005
Weighted extreme learning machine for imbalance learning
W Zong, GB Huang, Y Chen
Neurocomputing 101, 229-242, 2013
8292013
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
7472009
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
7312013
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
6671998
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
5872015
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