基于低秩稀疏约束的自权重多视角子空间聚类
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夏菁, 丁世飞
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Self⁃weighted multi⁃view subspace clustering with low⁃rank sparse constrain
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Jing Xia, Shifei Ding
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表1 Reuters数据集中算法性能的比较
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Table 1 The performance of algorithms in Reuters
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| Reuters_1200 | ACC | NMI | Purity |
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| SCrand | 40.76 (3.84) | 21.53 (2.60) | 59.29 (5.63) | | LRSSCrand | 40.13 (2.80) | 24.50 (0.85) | 58.22 (3.31) | | Co?reg | 20.62 (1.24) | 2.33 (0.34) | 20.95 (1.32) | | DiMSC | 39.60 (1.32) | 18.17 (0.64) | 46.28 (1.74) | | MVSC | 25.08 (0.39) | 6.60 (0.68) | 80.11 (5.50) | | GFSC | 44.36 (2.20) | 25.49 (2.47) | 58.97 (1.90) | | Ours1 | 40.68 (2.83) | 23.22 (1.81) | 57.80 (5.06) | | Ours2 | 42.36 (4.29) | 23.37 (2.09) | 57.11 (4.32) | | Ours | 45.53 (2.80) | 27.28 (1.16) | 59.80 (3.30) |
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