Residential College | false |
Status | 已發表Published |
A collaborative-competitive representation based classifier model | |
Yuan, Haoliang1![]() | |
2018-01-31 | |
Source Publication | NEUROCOMPUTING
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ISSN | 0925-2312 |
Volume | 275Pages:627-635 |
Abstract | Collaborative representation based classifier (CRC) model has been widely applied in pattern recognition and machine learning. The mechanism of CRC model mainly includes two steps: first, using the training samples across all classes to collaboratively represent the test sample; second, assigning the test sample to the class with the minimal residual. Essentially, the first step exploits the collaborative ability of all training sample to represent the test sample, and the second step exploits the competitive ability of the training samples in each class to represent the test sample. However, traditional CRC model views the first step and second step as two independent procedures and ignores their relationships. To overcome this shortage, in this paper, we propose a novel collaborative-competitive representation based classifier (CCRC) model, which incorporates a regularization constraint term into the objective function of CRC. Through theoretical analysis, we find that minimizing this constraint term is equivalent to the nearest-subspace classifier (NSC) model. Hence, CCRC can be viewed as an integration of the CRC and NSC models to compute the representation. Extensive experiments results confirm the effectiveness of our proposed CCRC. |
Keyword | Classification Collaborative Representation Collaborative-competitive Representation |
DOI | 10.1016/j.neucom.2017.09.022 |
URL | View the original |
Indexed By | SCIE |
Language | 英語English |
WOS Research Area | Computer Science |
WOS Subject | Computer Science, Artificial Intelligence |
WOS ID | WOS:000418370200061 |
Publisher | ELSEVIER SCIENCE BV |
The Source to Article | WOS |
Scopus ID | 2-s2.0-85029719861 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | University of Macau |
Corresponding Author | Yuan, Haoliang |
Affiliation | 1.School of Automation, Guangdong University of Technology, Guangzhou 510006, China 2.Department of Computer and Information Science, University of Macau, Macau 999078, China |
Recommended Citation GB/T 7714 | Yuan, Haoliang,Li, Xuecong,Xu, Fangyuan,et al. A collaborative-competitive representation based classifier model[J]. NEUROCOMPUTING, 2018, 275, 627-635. |
APA | Yuan, Haoliang., Li, Xuecong., Xu, Fangyuan., Wang, Yifei., Lai, Loi Lei., & Tang, Yuan Yan (2018). A collaborative-competitive representation based classifier model. NEUROCOMPUTING, 275, 627-635. |
MLA | Yuan, Haoliang,et al."A collaborative-competitive representation based classifier model".NEUROCOMPUTING 275(2018):627-635. |
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