Online sequential ensembling of predictive fuzzy systems
Sign Up to like & getrecommendations! Published in 2021 at "Evolving Systems"
DOI: 10.1007/s12530-021-09398-x
Abstract: Evolving fuzzy systems (EFS) have enjoyed a wide attraction in the community to handle learning from data streams in an incremental, single-pass and transparent manner. The main concentration so far lied in the development of… read more here.
Keywords: data streams; fuzzy systems; online sequential; single efs ... See more keywords
Hybrid regression model via multivariate adaptive regression spline and online sequential extreme learning machine and its application in vision servo system
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Advanced Robotic Systems"
DOI: 10.1177/17298806221108603
Abstract: To solve the problems of slow convergence speed, poor robustness, and complex calculation of image Jacobian matrix in image-based visual servo system, a hybrid regression model based on multiple adaptive regression spline and online sequential… read more here.
Keywords: regression; machine; extreme learning; online sequential ... See more keywords
Sensor Fault Diagnosis for Aero Engine Based on Online Sequential Extreme Learning Machine with Memory Principle
Sign Up to like & getrecommendations! Published in 2017 at "Energies"
DOI: 10.3390/en10010039
Abstract: The on-board sensor fault detection and isolation (FDI) system is essential to guarantee the reliability and safety of an aero engine. In this paper, a novel online sequential extreme learning machine with memory principle (MOS-ELM)… read more here.
Keywords: fault; sequential extreme; sensor fault; online sequential ... See more keywords