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cs.LG2014★ 1 cited
RMSE-ELM: Recursive Model based Selective Ensemble of Extreme Learning Machines for Robustness Improvement
Bo Han, Bo He, Mengmeng Ma +3
Extreme learning machine (ELM) as an emerging branch of shallow networks has shown its excellent generalization and fast learning speed. However, for blended data, the robustness o…
cs.LG2014★ 1 cited
Robust OS-ELM with a novel selective ensemble based on particle swarm optimization
Yang Liu, Bo He, Diya Dong +4
In this paper, a robust online sequential extreme learning machine (ROS-ELM) is proposed. It is based on the original OS-ELM with an adaptive selective ensemble framework. Two nove…