Guang-Bin Huang

Extreme learning machine: Theory and applications

Guang-Bin Huang, Qinyu Zhu, Chee-Kheong Siew · Neurocomputing · 2006 · 13K citations

Engineering, Machine Learning, Extreme Learning Machine +5

Extreme Learning Machine for Regression and Multiclass Classification

Guang-Bin Huang, Hongming Zhou, Xiaojian Ding et al. · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 2011 · 5.5K citations

Support Vector Machine, Classification Method, Engineering +14

Extreme learning machine: a new learning scheme of feedforward neural networks

Guang-Bin Huang, Qin‐Yu Zhu, Chee‐Kheong Siew · 2005 · 4.1K citations

Artificial Intelligence, Engineering, Machine Learning +16

Universal Approximation using Incremental Constructive Feedforward Networks with Random Hidden Nodes

Guang-Bin Huang, Lei Chen, Chee‐Kheong Siew · IEEE Transactions on Neural Networks · 2006 · 2.6K citations

Artificial Intelligence, Random Hidden Nodes, Incremental Learning +17

A Fast and Accurate Online Sequential Learning Algorithm for Feedforward Networks

Nanying Liang, Guang-Bin Huang, P. Saratchandran et al. · IEEE Transactions on Neural Networks · 2006 · 2K citations

Artificial Intelligence, Incremental Learning, Engineering +16