Design and Testing Novel One-Class Classifier Based on Polynomial Interpolation With Application to Networking Security
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3186026
Abstract: This work exploits the concept of one-class classifier applied to the problem of anomaly detection in communication networks. The article presents the design of an innovative anomaly detection algorithm based on polynomial interpolation technique and… read more here.
Keywords: based polynomial; class; one class; polynomial interpolation ... See more keywords
MultiKOC: Multi-One-Class Classifier Based K-Means Clustering
Sign Up to like & getrecommendations! Published in 2021 at "Algorithms"
DOI: 10.3390/a14050134
Abstract: In the computational biology community there are many biological cases that are considered as multi-one-class classification problems. Examples include the classification of multiple tumor types, protein fold recognition and the molecular classification of multiple cancer… read more here.
Keywords: class; multikoc multi; multi one; class classifier ... See more keywords