[1] |
XU W, LIU X, GONG Y. Document clustering based on non-negative matrix factorization[C]//Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. 2003: 267-273.
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[2] |
WANG Y X, ZHANG Y J. Nonnegative matrix factorization: A comprehensive review[J]. IEEE Transactions on Knowledge and Data Engineering, 2012, 25(6): 1336-1353.
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[3] |
HE Y C, LU H T, HUANG L, et al. Non-negative matrix factorization with pairwise constraints and graph Laplacian[J]. Neural Processing Letters, 2015, 42(1): 167-185.
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[4] |
XU W, GONG Y. Document clustering by concept factorization[C]//Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. 2004: 202-209.
|
[5] |
CAI D, HE X, HAN J, et al. Graph regularized nonnegative matrix factorization for data representation[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2010, 33(8): 1548-1560.
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[6] |
CAI D, HE X, HAN J. Locally consistent concept factorization for document clustering[J]. IEEE Transactions on Knowledge and Data Engineering, 2010, 23(6): 902-913.
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[7] |
CHEN Y, ZHANG J, CAI D, et al. Nonnegative local coordinate factorization for image representation[J]. IEEE Transactions on Image Processing, 2012, 22(3): 969-979.
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[8] |
LIU H, YANG Z, YANG J, et al. Local coordinate concept factorization for image representation[J]. IEEE Transactions on Neural Networks and Learning Systems, 2013, 25(6): 1071-1082.
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[9] |
祁宏宇,吴小俊,王士同,杨静宇.一种协同的FCPM模糊聚类算法[J].模式识别与人工智能,2010,23(01):120-126.
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[10] |
马文萍,黄媛媛,李豪,等. 基于粗糙集与差分免疫模糊聚类算法的图像分割[J]. 软件学报,2014,25(11):2675-2689.
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[11] |
苏冬雪,吴小俊.基于多特征模糊聚类的图像融合方法[J].计算机辅助设计与图形学学报,2006,18(6):838-843.
|
[12] |
YANG B, FU X, SIDIROPOULOS N D. Learning from hidden traits: Joint factor analysis and latent clustering[J]. IEEE Transactions on Signal Processing, 2016, 65(1): 256-269.
|
[13] |
YU K, ZHANG T, GONG Y. Nonlinear learning using local coordinate coding[C]//Advances in Neural Information Processing Systems. 2009: 2223-2231.
|
[14] |
NIE F, SHI S J, LI X. Semi-supervised learning with auto-weighting feature and adaptive graph[J]. IEEE Transactions on Knowledge and Data Engineering, 2019.
|
[15] |
KYRILLIDIS A, BECKER S, CEVHER V, et al. Sparse projections onto the simplex[C]//International Conference on Machine Learning. 2013: 235-243.
|
[16] |
NIE F, YANG S, ZHANG R, et al. A general framework for auto-weighted feature selection via global redundancyminimization[J]. IEEE Transactions on Image Processing, 2018, 28(5): 2428-2438.
|
[17] |
CHEN X, YUAN G, NIE F, et al. Semi-supervised feature selection via sparse rescaled linear square regression[J]. IEEE Transactions on Knowledge and Data Engineering, 2018, 32(1): 165-176.
|
[18] |
NIE F, HUANG H, CAI X, et al. Efficient and robust feature selection via joint 2, 1-norms minimization[C]//Advances in neural information processing systems. 2010: 1813-1821.
|
[19] |
沈浩,王士同.按风格划分数据的模糊聚类算法[J].模式识别与人工智能,2019,32(3):204-213.
|
[20] |
SHI J, MALIK J. Normalized cuts and image segmentation[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2000, 22(8): 888-905.)
|
[1] |
XU W, LIU X, GONG Y. Document clustering based on non-negative matrix factorization[C]//Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. 2003: 267-273.
|
[2] |
WANG Y X, ZHANG Y J. Nonnegative matrix factorization: A comprehensive review[J]. IEEE Transactions on Knowledge and Data Engineering, 2012, 25(6): 1336-1353.
|
[3] |
HE Y C, LU H T, HUANG L, et al. Non-negative matrix factorization with pairwise constraints and graph Laplacian[J]. Neural Processing Letters, 2015, 42(1): 167-185.
|
[4] |
XU W, GONG Y. Document clustering by concept factorization[C]//Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. 2004: 202-209.
|
[5] |
CAI D, HE X, HAN J, et al. Graph regularized nonnegative matrix factorization for data representation[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2010, 33(8): 1548-1560.
|
[6] |
CAI D, HE X, HAN J. Locally consistent concept factorization for document clustering[J]. IEEE Transactions on Knowledge and Data Engineering, 2010, 23(6): 902-913.
|
[7] |
CHEN Y, ZHANG J, CAI D, et al. Nonnegative local coordinate factorization for image representation[J]. IEEE Transactions on Image Processing, 2012, 22(3): 969-979.
|
[8] |
LIU H, YANG Z, YANG J, et al. Local coordinate concept factorization for image representation[J]. IEEE Transactions on Neural Networks and Learning Systems, 2013, 25(6): 1071-1082.
|
[9] |
祁宏宇,吴小俊,王士同,杨静宇.一种协同的FCPM模糊聚类算法[J].模式识别与人工智能,2010,23(01):120-126.
|
[10] |
马文萍,黄媛媛,李豪,等. 基于粗糙集与差分免疫模糊聚类算法的图像分割[J]. 软件学报,2014,25(11):2675-2689.
|
[11] |
苏冬雪,吴小俊.基于多特征模糊聚类的图像融合方法[J].计算机辅助设计与图形学学报,2006,18(6):838-843.
|
[12] |
YANG B, FU X, SIDIROPOULOS N D. Learning from hidden traits: Joint factor analysis and latent clustering[J]. IEEE Transactions on Signal Processing, 2016, 65(1): 256-269.
|
[13] |
YU K, ZHANG T, GONG Y. Nonlinear learning using local coordinate coding[C]//Advances in Neural Information Processing Systems. 2009: 2223-2231.
|
[14] |
NIE F, SHI S J, LI X. Semi-supervised learning with auto-weighting feature and adaptive graph[J]. IEEE Transactions on Knowledge and Data Engineering, 2019.
|
[15] |
KYRILLIDIS A, BECKER S, CEVHER V, et al. Sparse projections onto the simplex[C]//International Conference on Machine Learning. 2013: 235-243.
|
[16] |
NIE F, YANG S, ZHANG R, et al. A general framework for auto-weighted feature selection via global redundancyminimization[J]. IEEE Transactions on Image Processing, 2018, 28(5): 2428-2438.
|
[17] |
CHEN X, YUAN G, NIE F, et al. Semi-supervised feature selection via sparse rescaled linear square regression[J]. IEEE Transactions on Knowledge and Data Engineering, 2018, 32(1): 165-176.
|
[18] |
NIE F, HUANG H, CAI X, et al. Efficient and robust feature selection via joint 2, 1-norms minimization[C]//Advances in neural information processing systems. 2010: 1813-1821.
|
[19] |
沈浩,王士同.按风格划分数据的模糊聚类算法[J].模式识别与人工智能,2019,32(3):204-213.
|
[20] |
SHI J, MALIK J. Normalized cuts and image segmentation[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2000, 22(8): 888-905.)
|