SVDTWDD Method for High Correct Recognition Rate Classifier With Appropriate Rejection Recognition Regions

SVDTWDD Method for High Correct Recognition Rate Classifier With Appropriate Rejection Recognition Regions

At present, regions of the same class determined by Support Vector Machines (SVM) classifier, Support Vector Domain Description (SVDD) classifier and Deep Learning (DL) classifier may occupy regions of other classes or unknown classes in feature space. There exists a risk that samples of other class...

Full description

Bibliographic Details
Main Authors: Guowei Yang, Shaohua Qi, Teng Yu, Minghua Wan, Zhangjing Yang, Tianming Zhan, Fanlong Zhang, Zhihui Lai
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Classifier
geometric algebra
pattern recognition
support vector machine
support vector domain description
incremental learning
Online Access:https://ieeexplore.ieee.org/document/9026924/

Internet

https://ieeexplore.ieee.org/document/9026924/

Similar Items