A Doubly Sparse Multiclass Support Vector Machine With Simultaneous Feature and Sample Screening
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2020.2964718
Abstract: KSVCR is an effective algorithm to handle multiclass problems. But it cannot do variable selection and is time-consuming on large datasets. In this article, we propose a doubly sparse multiclass model DKSVCR which employs elastic… read more here.
Keywords: feature; doubly sparse; sample screening; multiclass ... See more keywords
A feature sample screening and local outlier factor fusion method for detecting tidal stream turbine blade impact fault
Sign Up to like & getrecommendations! Published in 2024 at "Transactions of the Institute of Measurement and Control"
DOI: 10.1177/01423312241255991
Abstract: The impact fault caused by ocean creatures poses a risk to the safe operation of tidal stream turbine blades. However, it is difficult to detect the weak impact fault directly because the collected signal is… read more here.
Keywords: impact fault; method; sample screening; local outlier ... See more keywords