Guang-Bin Huang

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Sundararajan NRetd. Prof EEE, NTU, SingaporeCorreu electrònic verificat a ntu.edu.sg
Erik CambriaProfessor of Artificial Intelligence, CCDS, NTU SingaporeCorreu electrònic verificat a ntu.edu.sg
Jiexiong TangKTH Royal Institute of TechnologyCorreu electrònic verificat a kth.se
Cao JiuwenDean, Professor of School of Automation, Hangzhou Dianzi University, ChinaCorreu electrònic verificat a hdu.edu.cn
Weiwei ZongHenry Ford Health SystemCorreu electrònic verificat a hfhs.org
Soujanya PoriaAssistant Professor, Singapore University of Technology and DesignCorreu electrònic verificat a sutd.edu.sg
Huaguang ZhangNortheastern University, ChinaCorreu electrònic verificat a mail.neu.edu.cn
Chi Man VONGUniversity of MacauCorreu electrònic verificat a umac.mo
Nan LIU, PhDDuke-NUS Medical SchoolCorreu electrònic verificat a duke-nus.edu.sg
Kai (Alex) QinIEEE Fellow, Professor, Swinburne University of TechnologyCorreu electrònic verificat a swin.edu.au
Feng GuoruiShanghai UniversityCorreu electrònic verificat a shu.edu.cn
Yew-Soon OngPresident Chair Professor of Computer Science, A*Star AI Chief Scientist, FIEEECorreu electrònic verificat a ntu.edu.sg
Arindam BasuProfessor, City University of Hong Kong (past Associate Professor of EEE at NTU)Correu electrònic verificat a cityu.edu.hk
Michael R. LyuProfessor of Computer Science & Engineering, The Chinese University of Hong KongCorreu electrònic verificat a cse.cuhk.edu.hk
Guoqi LiProfessor, Institue of Automation，Chinese Academy of Sciences，Previously Tsinghua UniversityCorreu electrònic verificat a ia.ac.cn
Rui ZhangPost-Doctoral Fellow @ Institute of Space and Earth Information Science, Chinese University of HongCorreu electrònic verificat a cuhk.edu.hk
De-Shuang HuangInstitute of Machine Learning and Systems Biology, Eastern Institute of Technology

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Guang-Bin Huang

Full Professor, Nanyang Technological University, Singapore

Correu electrònic verificat a ntu.edu.sg - Pàgina d'inici

Machine Learning Neural Networks Neuroscience


Títol Ordena per cites Ordena per any Ordena per títol	Citada per Citada per	Any
Extreme learning machine: theory and applications GB Huang, QY Zhu, CK Siew Neurocomputing 70 (1-3), 489-501, 2006	15510	2006
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	6559	2011
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	5762	2004
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	3022	2006
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	2362	2006
Extreme learning machines: a survey GB Huang, DH Wang, Y Lan International journal of machine learning and cybernetics 2, 107-122, 2011	2305	2011
Trends in extreme learning machines: A review G Huang, GB Huang, S Song, K You Neural Networks 61, 32-48, 2015	2020	2015
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	1618	2015
Convex incremental extreme learning machine GB Huang, L Chen Neurocomputing 70 (16-18), 3056-3062, 2007	1291	2007
An insight into extreme learning machines: random neurons, random features and kernels GB Huang Cognitive Computation 6, 376-390, 2014	1146	2014
Optimization method based extreme learning machine for classification GB Huang, X Ding, H Zhou Neurocomputing 74 (1-3), 155-163, 2010	1074	2010
Enhanced random search based incremental extreme learning machine GB Huang, L Chen neurocomputing 71 (16-18), 3460-3468, 2008	1054	2008
Learning capability and storage capacity of two-hidden-layer feedforward networks GB Huang IEEE transactions on neural networks 14 (2), 274-281, 2003	1036	2003
Evolutionary extreme learning machine QY Zhu, AK Qin, PN Suganthan, GB Huang Pattern recognition 38 (10), 1759-1763, 2005	962	2005
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	865	2005
Weighted extreme learning machine for imbalance learning W Zong, GB Huang, Y Chen Neurocomputing 101, 229-242, 2013	859	2013
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	778	2009
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	751	2013
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	696	1998
Fusing audio, visual and textual clues for sentiment analysis from multimodal content S Poria, E Cambria, N Howard, GB Huang, A Hussain Neurocomputing 174, 50-59, 2016	618	2016

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