Robustification of Gaussian Bayes Classifier by the Minimum β-Divergence Method
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Classification"
DOI: 10.1007/s00357-019-9306-1
Abstract: The goal of classification is to classify new objects into one of the several known populations. A common problem in most of the existing classifiers is that they are very much sensitive to outliers. To… read more here.
Keywords: divergence method; gaussian bayes; performance; minimum divergence ... See more keywords
Divergence Method for Exponential Stability Study of Autonomous Dynamical Systems
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3172415
Abstract: The recent proposed divergence method is used for investigation of an exponential stability of autonomous dynamical systems. New necessary conditions are derived by using Divergence theorem. Taking into account the relation between gradient and divergence… read more here.
Keywords: autonomous dynamical; exponential stability; divergence method; divergence ... See more keywords