Adaptive weighted imbalance learning with application to abnormal activity recognition

Extreme learning machine: Theory and applications

Guang-Bin Huang, Qinyu Zhu, Chee‐Kheong Siew · Neurocomputing · 2006 · 13.2K citations

Computing, Computer Science, Artificial Intelligence +9

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

Computing, Computer Science, Data Mining +15

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

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

Computing, Computer Science, Algorithms +10

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

Computing, Computer Science, Algorithms +9

An Insight into Extreme Learning Machines: Random Neurons, Random Features and Kernels

Guang-Bin Huang · Cognitive Computation · 2014 · 962 citations

Computing, Computer Science, Artificial Intelligence +11