Linear classifiers and selection of informative features
Sign Up to like & getrecommendations! Published in 2017 at "Pattern Recognition and Image Analysis"
DOI: 10.1134/s1054661817030336
Abstract: In this work, to construct classifiers for two linearly inseparable sets, the problem of minimizing the margin of incorrect classification is formulated, approaches to achieving approximate solution, and calculation estimates of the optimal value for… read more here.
Keywords: classifiers selection; selection informative; informative features; linear classifiers ... See more keywords
Multidimensional analysis and detection of informative features in human brain white matter
Sign Up to like & getrecommendations! Published in 2021 at "PLoS Computational Biology"
DOI: 10.1371/journal.pcbi.1009136
Abstract: The white matter contains long-range connections between different brain regions and the organization of these connections holds important implications for brain function in health and disease. Tractometry uses diffusion-weighted magnetic resonance imaging (dMRI) to quantify… read more here.
Keywords: multidimensional analysis; informative features; matter; analysis detection ... See more keywords