Depression is associated with dimensional and categorical effects on white matter pathways
Sign Up to like & getrecommendations! Published in 2018 at "Depression and Anxiety"
DOI: 10.1002/da.22734
Abstract: Diffusion tensor imaging (DTI) studies report reduced fractional anisotropy (FA) in major depressive disorder (MDD). However, whether FA covaries with key depressive symptoms, such as anhedonia, is unclear. read more here.
Keywords: categorical effects; depression; dimensional categorical; effects white ... See more keywords
Weighted Outlier Detection of High-Dimensional Categorical Data Using Feature Grouping
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2018.2847625
Abstract: We propose a weighted outlier mining method called WATCH to identify outliers in high-dimensional categorical datasets. WATCH is composed of two distinctive modules: 1) feature grouping by the virtue of correlation measurement among features and… read more here.
Keywords: weighted outlier; outlier mining; dimensional categorical; high dimensional ... See more keywords