Actual error rates in linear discrimination of spatial Gaussian data in terms of semivariograms
Sign Up to like & getrecommendations! Published in 2021 at "Communications in Statistics - Theory and Methods"
DOI: 10.1080/03610926.2021.1968903
Abstract: The novel approach for classifying spatial Gaussian data based on Bayes discriminant functions in terms of semivariograms has been developed. We derived the closed-form expressions for the Maximum ... read more here.
Keywords: error rates; terms semivariograms; spatial gaussian; actual error ... See more keywords
Dimension Reduction for Non-Gaussian Data by Adaptive Discriminative Analysis
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Cybernetics"
DOI: 10.1109/tcyb.2018.2789524
Abstract: High-dimensional non-Gaussian data are ubiquitous in many real applications. Face recognition is a typical example of such scenarios. The sampled face images of each person in the original data space are more closely located to… read more here.
Keywords: discriminative analysis; gaussian data; non gaussian; adaptive discriminative ... See more keywords