An abstract model of an artificial immune network based on a classifier committee for biometric pattern recognition by the example of keystroke dynamics

An abstract model of an artificial immune network based on a classifier committee for biometric pattern recognition by the example of keystroke dynamics

An abstract model of an artificial immune network (AIS) based on a classifier committee and robust learning algorithms (with and without a teacher) for classification problems, which are characterized by small volumes and low representativeness of training samples, are proposed. Evaluation of the ef...

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Bibliographic Details
Main Author: A.E. Sulavko
Format: Article
Language:English
Published: Samara National Research University 2020-10-01
Series:Компьютерная оптика
Subjects:
biometric authentication
bagging
boosting
feature subspaces
machine learning on small samples
ensembles of models
Online Access:http://www.computeroptics.smr.ru/eng/KO/Annot/KO44-5/440518e.html

Internet

http://www.computeroptics.smr.ru/eng/KO/Annot/KO44-5/440518e.html

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