Joint Dual-Structural Constrained and Non-negative Analysis Representation Learning for Pattern Classification

In recent years, analysis dictionary learning (ADL) model has attracted much attention from researchers, owing to its scalability and efficiency in representation-based classification. Despite the supervised label information embedding, the classification performance of analysis representation suffe...

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Bibliographic Details
Main Authors: Kun Jiang, Lei Zhu, Qindong Sun
Format: Article
Language:English
Published: Taylor & Francis Group 2023-12-01
Series:Applied Artificial Intelligence
Online Access:http://dx.doi.org/10.1080/08839514.2023.2180821