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Guang-Bin Huang

Nanyang Technological UniversityORCID https://orcid.org/0000-0002-2480-4965

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Publications

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Citations

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Impact (2-yr)

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Top Publications

Extreme learning machine: Theory and applications

Neurocomputing200613,038 citationsFirst authorCorresponding

Universal Approximation using Incremental Constructive Feedforward Networks with Random Hidden Nodes

IEEE Transactions on Neural Networks20062,615 citationsFirst authorCorresponding

A Fast and Accurate Online Sequential Learning Algorithm for Feedforward Networks

IEEE Transactions on Neural Networks20061,960 citations

Trends in extreme learning machines: A review

Neural Networks20141,724 citations

Convex incremental extreme learning machine

Neurocomputing20071,138 citationsFirst authorCorresponding

Enhanced random search based incremental extreme learning machine

Neurocomputing2007896 citationsFirst authorCorresponding

Optimization method based extreme learning machine for classification

Neurocomputing2010867 citationsFirst authorCorresponding

Learning capability and storage capacity of two-hidden-layer feedforward networks

IEEE Transactions on Neural Networks2003818 citationsFirst authorCorresponding

Evolutionary extreme learning machine

Pattern Recognition2005814 citationsCorresponding

Weighted extreme learning machine for imbalance learning

Neurocomputing2012732 citations

A Generalized Growing and Pruning RBF (GGAP-RBF) Neural Network for Function Approximation

IEEE Transactions on Neural Networks2005711 citationsFirst authorCorresponding

Error Minimized Extreme Learning Machine With Growth of Hidden Nodes and Incremental Learning

IEEE Transactions on Neural Networks2009652 citations

Fusing audio, visual and textual clues for sentiment analysis from multimodal content

Neurocomputing2015530 citations