Optimizing machine learning yield functions using query-by-committee for support vector classification with a dynamic stopping criterion
Sign Up to like & getrecommendations! Published in 2024 at "Computational Mechanics"
DOI: 10.1007/s00466-023-02440-6
Abstract: In the field of materials engineering, the accurate prediction of material behavior under various loading conditions is crucial. Machine Learning (ML) methods have emerged as promising tools for generating constitutive models straight from data, capable… read more here.
Keywords: committee; vector classification; support vector; query committee ... See more keywords
Batch Mode Query by Committee for Motor Imagery-Based BCI
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Neural Systems and Rehabilitation Engineering"
DOI: 10.1109/tnsre.2018.2883594
Abstract: Although brain–computer interface (BCI) has potential application in the rehabilitation of neural disease and performance improvement of the human in the loop system, it is restricted in the laboratory environment. One of the hindrances behind… read more here.
Keywords: feature space; training data; training; committee ... See more keywords