LP-MLTSVM: Laplacian Multi-Label Twin Support Vector Machine for Semi-Supervised Classification

LP-MLTSVM: Laplacian Multi-Label Twin Support Vector Machine for Semi-Supervised Classification

In the machine learning jargon, multi-label classification refers to a task where multiple mutually non-exclusive class labels are assigned to a single instance. Generally, the lack of sufficient labeled training data demanded by a classification task is met by an approach known as semi-supervised l...

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Bibliographic Details
Main Authors: Farhad Gharebaghi, Ali Amiri
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Multi-label classification
semi-supervised learning
smooth graph
Graph Laplacian
manifold regularization
twin support vector machine
Online Access:https://ieeexplore.ieee.org/document/9667364/

Internet

https://ieeexplore.ieee.org/document/9667364/

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