Guang-Bin Huang
TitleCited byYear
Extreme learning machine: theory and applications
GB Huang, QY Zhu, CK Siew
Neurocomputing 70 (1-3), 489-501, 2006
78932006
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
36362011
Extreme learning machine: a new learning scheme of feedforward neural networks
GB Huang, QY Zhu, CK Siew
Neural networks 2, 985-990, 2004
28622004
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
20272006
Extreme learning machines: a survey
GB Huang, DH Wang, Y Lan
International journal of machine learning and cybernetics 2 (2), 107-122, 2011
14862011
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
14642006
Convex incremental extreme learning machine
GB Huang, L Chen
Neurocomputing 70 (16-18), 3056-3062, 2007
9532007
Trends in extreme learning machines: A review
G Huang, GB Huang, S Song, K You
Neural Networks 61, 32-48, 2015
8952015
Enhanced random search based incremental extreme learning machine
GB Huang, L Chen
Neurocomputing 71 (16-18), 3460-3468, 2008
7992008
Optimization method based extreme learning machine for classification
GB Huang, X Ding, H Zhou
Neurocomputing 74 (1-3), 155-163, 2010
7462010
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
6922005
Evolutionary extreme learning machine
QY Zhu, AK Qin, PN Suganthan, GB Huang
Pattern recognition 38 (10), 1759-1763, 2005
6392005
An insight into extreme learning machines: random neurons, random features and kernels
GB Huang
Cognitive Computation 6 (3), 376-390, 2014
6342014
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
6312015
Learning capability and storage capacity of two-hidden-layer feedforward networks
GB Huang
IEEE Transactions on Neural Networks 14 (2), 274-281, 2003
6002003
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
5752009
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
4751998
Weighted extreme learning machine for imbalance learning
W Zong, GB Huang, Y Chen
Neurocomputing 101, 229-242, 2013
4272013
An efficient sequential learning algorithm for growing and pruning RBF (GAP-RBF) networks
GB Huang, P Saratchandran, N Sundararajan
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 34 …, 2004
3822004
Representational learning with extreme learning machine for big data
LLC Kasun, H Zhou, GB Huang, CM Vong
IEEE intelligent systems 28 (6), 31-34, 2013
3702013
The system can't perform the operation now. Try again later.
Articles 1–20