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Support Vector Data Description Model to Map Specific Land Cover with Optimal Parameters Determined from a Window-Based Validation Set
This paper developed an approach, the window-based validation set for support vector data description (WVS-SVDD), to determine optimal parameters for support vector data description (SVDD) model to map specific land cover by integrating training and window-based validation sets. Compared to the conv...
Autores principales: | Zhang, Jinshui, Yuan, Zhoumiqi, Shuai, Guanyuan, Pan, Yaozhong, Zhu, Xiufang |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5461084/ https://www.ncbi.nlm.nih.gov/pubmed/28445404 http://dx.doi.org/10.3390/s17050960 |
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