| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Rui Zhang, Zong-Ben Xu, Guang-Bin Huang, Dianhui Wang |
Global Convergence of Online BP Training With Dynamic Learning Rate.  |
IEEE Trans. Neural Netw. Learning Syst.  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Rui Zhang, Yuan Lan, Guang-Bin Huang, Zong-Ben Xu |
Universal Approximation of Extreme Learning Machine With Adaptive Growth of Hidden Nodes. |
IEEE Trans. Neural Netw. Learning Syst. |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Jiuwen Cao, Zhiping Lin, Guang-Bin Huang, Nan Liu |
Voting based extreme learning machine. |
Inf. Sci. |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Guang-Bin Huang, Hongming Zhou, Xiaojian Ding, Rui Zhang |
Extreme Learning Machine for Regression and Multiclass Classification. |
IEEE Transactions on Systems, Man, and Cybernetics, Part B |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Weiwei Zong, Yuan Lan, Guang-Bin Huang |
Online Sequential Learning based on Enhanced Extreme Learning Machine using Left or Right Pseudo-inverse. |
ICPRAM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Nan Liu, Zhiping Lin, Zhixiong Koh, Guang-Bin Huang, Wee Ser, Marcus Eng Hock Ong |
Patient Outcome Prediction with Heart Rate Variability and Vital Signs. |
Signal Processing Systems |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Guoqi Li, Changyun Wen, Guang-Bin Huang, Yan Chen |
Error tolerance based support vector machine for regression. |
Neurocomputing |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Guang-Bin Huang, Dianhui Wang |
Advances in extreme learning machines (ELM2010). |
Neurocomputing |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Weiwei Zong, Guang-Bin Huang |
Face recognition based on extreme learning machine. |
Neurocomputing |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Jiuwen Cao, Zhiping Lin, Guang-Bin Huang |
Composite Function Wavelet Neural Networks with Differential Evolution and Extreme Learning Machine. |
Neural Processing Letters |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Rui Zhang, Yuan Lan, Guang-Bin Huang, Yeng Chai Soh |
Extreme Learning Machine with Adaptive Growth of Hidden Nodes and Incremental Updating of Output Weights. |
AIS |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Weiwei Zong, Hongming Zhou, Guang-Bin Huang, Zhiping Lin |
Face Recognition Based on Kernelized Extreme Learning Machine. |
AIS |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Huaguang Zhang, Zhenwei Liu, Guang-Bin Huang, Zhanshan Wang |
Novel weighting-delay-based stability criteria for recurrent neural networks with time-varying delay. |
IEEE Transactions on Neural Networks |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Huaguang Zhang, Tiedong Ma, Guang-Bin Huang, Zhiliang Wang |
Robust Global Exponential Synchronization of Uncertain Chaotic Delayed Neural Networks via Dual-Stage Impulsive Control. |
IEEE Transactions on Systems, Man, and Cybernetics, Part B |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Huaguang Zhang, Zhenwei Liu, Guang-Bin Huang |
Novel Delay-Dependent Robust Stability Analysis for Switched Neutral-Type Neural Networks With Time-Varying Delays via SC Technique. |
IEEE Transactions on Systems, Man, and Cybernetics, Part B |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Jiuwen Cao, Zhiping Lin, Guang-Bin Huang |
Composite function wavelet neural networks with extreme learning machine. |
Neurocomputing |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Yuan Lan, Yeng Chai Soh, Guang-Bin Huang |
Constructive hidden nodes selection of extreme learning machine for regression. |
Neurocomputing |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Yuan Lan, Yeng Chai Soh, Guang-Bin Huang |
Two-stage extreme learning machine for regression. |
Neurocomputing |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Guang-Bin Huang, Xiaojian Ding, Hongming Zhou |
Optimization method based extreme learning machine for classification. |
Neurocomputing |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Yuan Lan, Yeng Chai Soh, Guang-Bin Huang |
Random search enhancement of error minimized extreme learning machine. |
ESANN |
2010 |
DBLP BibTeX RDF |
|
| 1 | Guorui Feng, Guang-Bin Huang, Qingping Lin, Robert Kheng Leng Gay |
Error Minimized Extreme Learning Machine With Growth of Hidden Nodes and Incremental Learning. |
IEEE Transactions on Neural Networks |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Hai-Jun Rong, Guang-Bin Huang, Narasimhan Sundararajan, Paramasivan Saratchandran |
Online Sequential Fuzzy Extreme Learning Machine for Function Approximation and Classification Problems. |
IEEE Transactions on Systems, Man, and Cybernetics, Part B |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Lei Chen, Guang-Bin Huang, Hung Keng Pung |
Systemical convergence rate analysis of convex incremental feedforward neural networks. |
Neurocomputing |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Yuan Lan, Yeng Chai Soh, Guang-Bin Huang |
Ensemble of online sequential extreme learning machine. |
Neurocomputing |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Yuan Lan, Yeng Chai Soh, Guang-Bin Huang |
A constructive enhancement for Online Sequential Extreme Learning Machine. |
IJCNN |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Guang-Bin Huang |
Reply to "Comments on "The Extreme Learning Machine"". |
IEEE Transactions on Neural Networks |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Guang-Bin Huang, Ming-Bin Li, Lei Chen, Chee Kheong Siew |
Incremental extreme learning machine with fully complex hidden nodes. |
Neurocomputing |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Yuan Lan, Yeng Chai Soh, Guang-Bin Huang |
Extreme Learning Machine based bacterial protein subcellular localization prediction. |
IJCNN |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Hai-Jun Rong, Guang-Bin Huang, Yew-Soon Ong |
Extreme learning machine for multi-categories classification applications. |
IJCNN |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Runxuan Zhang, Guang-Bin Huang, N. Sundararajan, P. Saratchandran |
Multicategory Classification Using An Extreme Learning Machine for Microarray Gene Expression Cancer Diagnosis. |
IEEE/ACM Trans. Comput. Biology Bioinform. |
2007 |
DBLP DOI BibTeX RDF |
multi-category classification, SVM, microarray, gene expression, Extreme learning machine |
| 1 | Guang-Bin Huang, Lei Chen |
Convex incremental extreme learning machine. |
Neurocomputing |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Runxuan Zhang, Guang-Bin Huang, N. Sundararajan, P. Saratchandran |
Improved GAP-RBF network for classification problems. |
Neurocomputing |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Nan-Ying Liang, Paramasivan Saratchandran, Guang-Bin Huang, Narasimhan Sundararajan |
Classification of Mental Tasks from Eeg Signals Using Extreme Learning Machine. |
Int. J. Neural Syst. |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Guang-Bin Huang, Qin-Yu Zhu, Chee Kheong Siew |
Real-time learning capability of neural networks. |
IEEE Transactions on Neural Networks |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Guang-Bin Huang, Lei Chen, Chee Kheong Siew |
Universal approximation using incremental constructive feedforward networks with random hidden nodes. |
IEEE Transactions on Neural Networks |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Nan-Ying Liang, Guang-Bin Huang, Paramasivan Saratchandran, Narasimhan Sundararajan |
A Fast and Accurate Online Sequential Learning Algorithm for Feedforward Networks. |
IEEE Transactions on Neural Networks |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Hai-Jun Rong, N. Sundararajan, Guang-Bin Huang, P. Saratchandran |
Sequential Adaptive Fuzzy Inference System (SAFIS) for nonlinear system identification and prediction. |
Fuzzy Sets and Systems |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Shaoyuan Li, Qing Chen, Guang-Bin Huang |
Dynamic temperature modeling of continuous annealing furnace using GGAP-RBF neural network. |
Neurocomputing |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | De-Shuang Huang, Xing-Ming Zhao, Guang-Bin Huang, Yiu-ming Cheung |
Classifying protein sequences using hydropathy blocks. |
Pattern Recognition |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Ming-Bin Li, Guang-Bin Huang, Paramasivan Saratchandran, Narasimhan Sundararajan |
Channel Equalization Using Complex Extreme Learning Machine with RBF Kernels. |
ISNN |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Chee-Wee Thomas Yeu, Meng-Hiot Lim, Guang-Bin Huang |
Terrain Modeling Using Machine Learning Methods. |
ICARCV |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Ke Zhi Mao, Guang-Bin Huang |
Neuron selection for RBF neural network classifier based on data structure preserving criterion. |
IEEE Transactions on Neural Networks |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Guang-Bin Huang, Paramasivan Saratchandran, Narasimhan Sundararajan |
A generalized growing and pruning RBF (GGAP-RBF) neural network for function approximation. |
IEEE Transactions on Neural Networks |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Guang-Bin Huang, K. Z. Mao, Chee Kheong Siew, De-Shuang Huang |
Fast Modular network implementation for support vector machines. |
IEEE Transactions on Neural Networks |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Ming-Bin Li, Guang-Bin Huang, Paramasivan Saratchandran, Narasimhan Sundararajan |
Fully complex extreme learning machine. |
Neurocomputing |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Ming-Bin Li, Guang-Bin Huang, Paramasivan Saratchandran, Narasimhan Sundararajan |
Performance Evaluation of GAP-RBF Network in Channel Equalization. |
Neural Processing Letters |
2005 |
DBLP DOI BibTeX RDF |
GAP-RBF, MRAN, Neural network, RNN, channel equalization |
| 1 | Qin-Yu Zhu, A. Kai Qin, Ponnuthurai N. Suganthan, Guang-Bin Huang |
Evolutionary extreme learning machine. |
Pattern Recognition |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Xiao-Lei Xia, Michael R. Lyu, Tat-Ming Lok, Guang-Bin Huang |
Methods of Decreasing the Number of Support Vectors via k-Mean Clustering. |
ICIC |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | De-Shuang Huang, Xiao-Ping Zhang, Guang-Bin Huang (eds.) |
Advances in Intelligent Computing, International Conference on Intelligent Computing, ICIC 2005, Hefei, China, August 23-26, 2005, Proceedings, Part I |
ICIC |
2005 |
DBLP BibTeX RDF |
|
| 1 | Xu-Qin Li, Fei Han, Tat-Ming Lok, Michael R. Lyu, Guang-Bin Huang |
Improvements to the Conventional Layer-by-Layer BP Algorithm. |
ICIC |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | De-Shuang Huang, Xiao-Ping Zhang, Guang-Bin Huang (eds.) |
Advances in Intelligent Computing, International Conference on Intelligent Computing, ICIC 2005, Hefei, China, August 23-26, 2005, Proceedings, Part II |
ICIC |
2005 |
DBLP BibTeX RDF |
|
| 1 | Fei Han, Deshuang Huang, Yiu-ming Cheung, Guang-Bin Huang |
A New Modified Hybrid Learning Algorithm for Feedforward Neural Networks. |
ISNN |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Guang-Bin Huang, Nan-Ying Liang, Hai-Jun Rong, Paramasivan Saratchandran, Narasimhan Sundararajan |
On-Line Sequential Extreme Learning Machine. |
Computational Intelligence |
2005 |
DBLP BibTeX RDF |
|
| 1 | Runxuan Zhang, Narasimhan Sundararajan, Guang-Bin Huang, Paramasivan Saratchandran |
An Efficient Sequential RBF Network for Gene Expression-Based Multi-category Classification. |
CIBCB |
2005 |
DBLP BibTeX RDF |
|
| 1 | Guang-Bin Huang, Paramasivan Saratchandran, Narasimhan Sundararajan |
An efficient sequential learning algorithm for growing and pruning RBF (GAP-RBF) networks. |
IEEE Transactions on Systems, Man, and Cybernetics, Part B |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Qing Chen, Shaoyuan Li, Yugeng Xi, Guang-Bin Huang |
Furnace Temperature Modeling for Continuous Annealing Process Based on Generalized Growing and Pruning RBF Neural Network. |
ISNN |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Qin-Yu Zhu, Guang-Bin Huang, Chee Kheong Siew |
A fast modular implementation for neural networks. |
ICARCV |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Qin-Yu Zhu, Guang-Bin Huang, Chee Kheong Siew |
A fast constructive learning algorithm for single-hidden-layer neural networks. |
ICARCV |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Guang-Bin Huang, Chee Kheong Siew |
Extreme learning machine: RBF network case. |
ICARCV |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Guang-Bin Huang |
Learning capability and storage capacity of two-hidden-layer feedforward networks. |
IEEE Transactions on Neural Networks |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Guang-Bin Huang, Yan Qiu Chen, Haroon A. Babri |
Classification ability of single hidden layer feedforward neural networks. |
IEEE Trans. Neural Netw. Learning Syst. |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Guang-Bin Huang, Haroon A. Babri |
Upper bounds on the number of hidden neurons in feedforward networks with arbitrary bounded nonlinear activation functions. |
IEEE Transactions on Neural Networks |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Guang-Bin Huang, Haroon A. Babri |
Comments on "Approximation capability in C(Rn) by multilayer feedforward networks and related problems". |
IEEE Transactions on Neural Networks |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Guang-Bin Huang, Haroon A. Babri, Hua-Tian Li |
Ordering of Self-Organizing Maps in Multi-Dimensional Cases. |
Neural Computation |
1998 |
DBLP DOI BibTeX RDF |
|
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