Semi-Supervised Ridge Regression with Adaptive Graph-Based Label Propagation

Semi-Supervised Ridge Regression with Adaptive Graph-Based Label Propagation

In order to overcome the drawbacks of the ridge regression and label propagation algorithms, we propose a new semi-supervised classification method named semi-supervised ridge regression with adaptive graph-based label propagation (SSRR-AGLP). Firstly, we present a new adaptive graph-learning scheme...

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Bibliographic Details
Main Authors: Yugen Yi, Yuqi Chen, Jiangyan Dai, Xiaolin Gui, Chunlei Chen, Gang Lei, Wenle Wang
Format: Article
Language:English
Published: MDPI AG 2018-12-01
Series:Applied Sciences
Subjects:
adaptive graph
label propagation
ridge regression
semi-supervised classification
Online Access:https://www.mdpi.com/2076-3417/8/12/2636

Internet

https://www.mdpi.com/2076-3417/8/12/2636

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