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        AUTHOR = "Shen, B. and Liu, B.D. and Wang, Q.F. and Ji, R.R.",
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@article{bb184107,
        AUTHOR = "Lu, G.F. and Wang, Y. and Zou, J.",
        TITLE = "Low-Rank Matrix Factorization With Adaptive Graph Regularizer",
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@article{bb184108,
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@article{bb184109,
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        TITLE = "Biobjective Nonnegative Matrix Factorization:
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@inproceedings{bb184111,
        AUTHOR = "Zhu, M. and Miao, H. and Tang, J.",
        TITLE = "Multi-Kernel Supervised Hashing with Graph Regularization for
Cross-Modal Retrieval",
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@inproceedings{bb184114,
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        TITLE = "Nonnegative Matrix Cofactorization for Weakly Supervised Image
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        TITLE = "Sparse Low-Rank Matrix Approximation for Data Compression",
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temporal networks using graph communicability",
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        TITLE = "Binary Sparse Nonnegative Matrix Factorization",
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        TITLE = "Structurally Incoherent Low-Rank Nonnegative Matrix Factorization for
Image Classification",
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        AUTHOR = "Lu, Y. and Yuan, C. and Li, X. and Lai, Z. and Zhang, D. and Shen, L.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179426"}

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        AUTHOR = "Lu, Y. and Lai, Z. and Xu, Y. and Li, X. and Zhang, D. and Yuan, C.",
        TITLE = "Nonnegative Discriminant Matrix Factorization",
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@article{bb184133,
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        AUTHOR = "Leng, C.C. and Cai, G.R. and Yu, D.D. and Wang, Z.Y.",
        TITLE = "Adaptive total-variation for non-negative matrix factorization on
manifold",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179429"}

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        AUTHOR = "Lin, Z.C. and Xu, C. and Zha, H.B.",
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@article{bb184137,
        AUTHOR = "Chepuri, S.P.",
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@article{bb184138,
        AUTHOR = "Fu, X. and Huang, K. and Sidiropoulos, N.D.",
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@article{bb184139,
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        AUTHOR = "Huang, S. and Wang, H.X. and Ge, Y.X. and Huangfu, L. and Zhang, X.H. and Yang, D.",
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@article{bb184141,
        AUTHOR = "Zhu, W.J. and Yan, Y.",
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for image classification",
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@article{bb184142,
        AUTHOR = "Zhu, W.J. and Yan, Y.",
        TITLE = "Non-negative matrix factorization via discriminative label embedding
for pattern classification",
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@article{bb184145,
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@article{bb184146,
        AUTHOR = "Fang, Y.X. and Zhang, H.X. and Ren, Y.",
        TITLE = "Graph regularised sparse NMF factorisation for imagery de-noising",
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@article{bb184147,
        AUTHOR = "Fang, Y.X. and Ren, Y. and Zhang, H.X.",
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        AUTHOR = "Song, M.H. and Peng, Y.X. and Jiang, T. and Li, J. and Zhang, S.S.",
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@article{bb184151,
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        TITLE = "Finding Low-Rank Solutions via Nonconvex Matrix Factorization,
Efficiently and Provably",
        JOURNAL = SIIMS,
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        YEAR = "2018",
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        PAGES = "2165-2204",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179450"}

@article{bb184156,
        AUTHOR = "Zhang, W.K. and Fu, K. and Sun, X. and Zhang, Y.H. and Sun, H. and Wang, H.Q.",
        TITLE = "Joint optimisation convex-negative matrix factorisation for multi-modal
image collection summarisation based on images and tags",
        JOURNAL = IET-CV,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "125-130",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179451"}

@article{bb184157,
        AUTHOR = "Fu, X. and Huang, K. and Sidiropoulos, N.D. and Ma, W.",
        TITLE = "Nonnegative Matrix Factorization for Signal and Data Analytics:
Identifiability, Algorithms, and Applications",
        JOURNAL = SPMag,
        VOLUME = "36",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "59-80",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179452"}

@article{bb184158,
        AUTHOR = "Tichy, O. and Bodiova, L. and Smidl, V.",
        TITLE = "Bayesian Non-Negative Matrix Factorization With Adaptive Sparsity and
Smoothness Prior",
        JOURNAL = SPLetters,
        VOLUME = "26",
        YEAR = "2019",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "510-514",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179453"}

@article{bb184159,
        AUTHOR = "Kohjima, M. and Matsubayashi, T. and Sawada, H.",
        TITLE = "Learning of Nonnegative Matrix Factorization Models for Inconsistent
Resolution Dataset Analysis",
        JOURNAL = IEICE,
        VOLUME = "E102-D",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "715-723",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179454"}

@article{bb184160,
        AUTHOR = "Atif, S.M. and Qazi, S. and Gillis, N.",
        TITLE = "Improved SVD-based initialization for nonnegative matrix
factorization using low-rank correction",
        JOURNAL = PRL,
        VOLUME = "122",
        YEAR = "2019",
        PAGES = "53-59",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179455"}

@article{bb184161,
        AUTHOR = "Pan, J.J. and Gillis, N.",
        TITLE = "Generalized Separable Nonnegative Matrix Factorization",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1546-1561",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179456"}

@article{bb184162,
        AUTHOR = "Gong, M. and Jiang, X. and Li, H. and Tan, K.C.",
        TITLE = "Multiobjective Sparse Non-Negative Matrix Factorization",
        JOURNAL = Cyber,
        VOLUME = "49",
        YEAR = "2019",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2941-2954",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179457"}

@article{bb184163,
        AUTHOR = "Vanegas, J.A. and Escalante, H.J. and Gonzalez, F.A.",
        TITLE = "Scalable multi-label annotation via semi-supervised kernel semantic
embedding",
        JOURNAL = PRL,
        VOLUME = "123",
        YEAR = "2019",
        PAGES = "97-103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179458"}

@inproceedings{bb184164,
        AUTHOR = "Vanegas, J.A. and Escalante, H.J. and Gonzalez, F.A.",
        TITLE = "Semi-supervised Online Kernel Semantic Embedding for Multi-label
Annotation",
        BOOKTITLE = CIARP17,
        YEAR = "2017",
        PAGES = "693-701",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179459"}

@inproceedings{bb184165,
        AUTHOR = "Otalora Montenegro, S. and Perez Rubiano, S.A. and Gonzalez, F.A.",
        TITLE = "Online Matrix Factorization for Space Embedding Multilabel Annotation",
        BOOKTITLE = CIARP13,
        YEAR = "2013",
        PAGES = "I:343-350",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179460"}

@article{bb184166,
        AUTHOR = "Akyildiz, O.D. and Miguez, J.",
        TITLE = "Dictionary filtering: a probabilistic approach to online matrix
factorisation",
        JOURNAL = SIViP,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "June",
        PAGES = "737-744",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179461"}

@article{bb184167,
        AUTHOR = "Kaloorazi, M.F. and Chen, J.",
        TITLE = "Randomized Truncated Pivoted QLP Factorization for Low-Rank Matrix
Recovery",
        JOURNAL = SPLetters,
        VOLUME = "26",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1075-1079",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179462"}

@article{bb184168,
        AUTHOR = "Crannell, A. and Frantz, M. and Futamura, F.",
        TITLE = "Factoring a Homography to Analyze Projective Distortion",
        JOURNAL = JMIV,
        VOLUME = "61",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "September",
        PAGES = "967-989",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179463"}

@article{bb184169,
        AUTHOR = "Belachew, M.T.",
        TITLE = "Efficient algorithm for sparse symmetric nonnegative matrix
factorization",
        JOURNAL = PRL,
        VOLUME = "125",
        YEAR = "2019",
        PAGES = "735-741",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179464"}

@article{bb184170,
        AUTHOR = "Tosyali, A. and Kim, J.H. and Choi, J. and Jeong, M.K.",
        TITLE = "Regularized asymmetric nonnegative matrix factorization for
clustering in directed networks",
        JOURNAL = PRL,
        VOLUME = "125",
        YEAR = "2019",
        PAGES = "750-757",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179465"}

@article{bb184171,
        AUTHOR = "Pang, M. and Cheung, Y.M. and Liu, R.S. and Lou, J. and Lin, C.",
        TITLE = "Toward Efficient Image Representation:
Sparse Concept Discriminant Matrix Factorization",
        JOURNAL = CirSysVideo,
        VOLUME = "29",
        YEAR = "2019",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3184-3198",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179466"}

@inproceedings{bb184172,
        AUTHOR = "Pang, M. and Lin, C. and Liu, R.S. and Fan, X. and Jiang, J.F. and Luo, Z.X.",
        TITLE = "Sparse concept discriminant matrix factorization for image
representation",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "1255-1259",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179467"}

@article{bb184173,
        AUTHOR = "Yi, Y.G. and Wang, J.Z. and Zhou, W. and Zheng, C.X. and Kong, J. and Qiao, S.J.",
        TITLE = "Non-Negative Matrix Factorization With Locality Constrained Adaptive
Graph",
        JOURNAL = CirSysVideo,
        VOLUME = "30",
        YEAR = "2020",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "427-441",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179468"}

@article{bb184174,
        AUTHOR = "Yi, Y.G. and Chen, Y.Q. and Wang, J.Z. and Lei, G. and Dai, J.Y. and Zhang, H.H.",
        TITLE = "Joint feature representation and classification via adaptive graph
semi-supervised nonnegative matrix factorization",
        JOURNAL = SP:IC,
        VOLUME = "89",
        YEAR = "2020",
        PAGES = "115984",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179469"}

@article{bb184175,
        AUTHOR = "Yi, C. and Zhao, Y.Q. and Chan, J.C.W. and Kong, S.G.",
        TITLE = "Joint Spatial-spectral Resolution Enhancement of Multispectral Images
with Spectral Matrix Factorization and Spatial Sparsity Constraints",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179470"}

@article{bb184176,
        AUTHOR = "Teboulle, M. and Vaisbourd, Y.",
        TITLE = "Novel Proximal Gradient Methods for Nonnegative Matrix Factorization
with Sparsity Constraints",
        JOURNAL = SIIMS,
        VOLUME = "13",
        YEAR = "2020",
        NUMBER = "1",
        PAGES = "381-421",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179471"}

@article{bb184177,
        AUTHOR = "Xu, S. and Zhang, C.X. and Zhang, J.S.",
        TITLE = "Adaptive quantile low-rank matrix factorization",
        JOURNAL = PR,
        VOLUME = "103",
        YEAR = "2020",
        PAGES = "107310",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179472"}

@article{bb184178,
        AUTHOR = "Xiong, Y.J. and Xu, Y. and Shu, X.",
        TITLE = "Cross-view hashing via supervised deep discrete matrix factorization",
        JOURNAL = PR,
        VOLUME = "103",
        YEAR = "2020",
        PAGES = "107270",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179473"}

@article{bb184179,
        AUTHOR = "Pu, J. and Panagakis, Y. and Petridis, S. and Shen, J. and Pantic, M.",
        TITLE = "Blind Audio-Visual Localization and Separation via Low-Rank and
Sparsity",
        JOURNAL = Cyber,
        VOLUME = "50",
        YEAR = "2020",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2288-2301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179474"}

@article{bb184180,
        AUTHOR = "Haeffele, B.D. and Vidal, R.",
        TITLE = "Structured Low-Rank Matrix Factorization: Global Optimality,
Algorithms, and Applications",
        JOURNAL = PAMI,
        VOLUME = "42",
        YEAR = "2020",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1468-1482",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179475"}

@inproceedings{bb184181,
        AUTHOR = "Lane, C. and Haeffele, B.D. and Vidal, R.",
        TITLE = "Adaptive Online k-Subspaces with Cooperative Re-Initialization",
        BOOKTITLE = RSL-CV19,
        YEAR = "2019",
        PAGES = "678-688",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179476"}

@article{bb184182,
        AUTHOR = "Gouvert, O. and Oberlin, T. and Fevotte, C.",
        TITLE = "Negative Binomial Matrix Factorization",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "815-819",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179477"}

@article{bb184183,
        AUTHOR = "Su, Y. and Hong, D. and Li, Y. and Jing, P.",
        TITLE = "Low-Rank Regularized Deep Collaborative Matrix Factorization for
Micro-Video Multi-Label Classification",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "740-744",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179478"}

@article{bb184184,
        AUTHOR = "Zhang, S. and Soubies, E. and Fevotte, C.",
        TITLE = "On the Identifiability of Transform Learning for Non-Negative Matrix
Factorization",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "1555-1559",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179479"}

@article{bb184185,
        AUTHOR = "Xue, F. and Wang, W.B. and Zhou, W.J. and Zeng, T. and Yang, T.",
        TITLE = "Cross-modal retrieval via label category supervised matrix
factorization hashing",
        JOURNAL = PRL,
        VOLUME = "138",
        YEAR = "2020",
        PAGES = "469-475",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179480"}

@article{bb184186,
        AUTHOR = "Wu, J. and Luo, F. and Zhang, Y. and Wang, H.",
        TITLE = "Semi-discrete Matrix Factorization",
        JOURNAL = IEEE_Int_Sys,
        VOLUME = "35",
        YEAR = "2020",
        NUMBER = "5",
        MONTH = "September",
        PAGES = "73-83",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179481"}

@article{bb184187,
        AUTHOR = "Peng, S.Y. and Ser, W. and Chen, B.D. and Lin, Z.P.",
        TITLE = "Robust semi-supervised nonnegative matrix factorization for image
clustering",
        JOURNAL = PR,
        VOLUME = "111",
        YEAR = "2021",
        PAGES = "107683",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179482"}

@article{bb184188,
        AUTHOR = "Ma, J.Q. and Zhang, Y.P. and Zhang, L.F.",
        TITLE = "Discriminative subspace matrix factorization for multiview data
clustering",
        JOURNAL = PR,
        VOLUME = "111",
        YEAR = "2021",
        PAGES = "107676",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179483"}

@article{bb184189,
        AUTHOR = "Tian, M. and Leng, C. and Wu, H. and Basu, A.",
        TITLE = "Total Variation Constrained Graph-Regularized Convex Non-Negative
Matrix Factorization for Data Representation",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "126-130",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179484"}

@article{bb184190,
        AUTHOR = "Hedjam, R. and Abdesselam, A. and Melgani, F.",
        TITLE = "NMF with feature relationship preservation penalty term for
clustering problems",
        JOURNAL = PR,
        VOLUME = "112",
        YEAR = "2021",
        PAGES = "107814",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179485"}

@article{bb184191,
        AUTHOR = "Yang, B. and Zhang, X. and Nie, F. and Wang, F. and Yu, W. and Wang, R.",
        TITLE = "Fast Multi-View Clustering via Nonnegative and Orthogonal
Factorization",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "2575-2586",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179486"}

@article{bb184192,
        AUTHOR = "Zhang, C.H. and Zhang, S.H.",
        TITLE = "Bayesian Joint Matrix Decomposition for Data Integration with
Heterogeneous Noise",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1184-1196",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179487"}

@article{bb184193,
        AUTHOR = "Liu, S. and Feng, J. and Tian, Z.Q.",
        TITLE = "Variational Low-Rank Matrix Factorization with Multi-Patch
Collaborative Learning for Hyperspectral Imagery Mixed Denoising",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179488"}

@article{bb184194,
        AUTHOR = "Zhao, Y. and Wang, H.Y. and Pei, J.H.",
        TITLE = "Deep Non-Negative Matrix Factorization Architecture Based on
Underlying Basis Images Learning",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1897-1913",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179489"}

@article{bb184195,
        AUTHOR = "Yang, Z.Y. and Liang, N.Y. and Yan, W. and Li, Z.N. and Xie, S.L.",
        TITLE = "Uniform Distribution Non-Negative Matrix Factorization for Multiview
Clustering",
        JOURNAL = Cyber,
        VOLUME = "51",
        YEAR = "2021",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3249-3262",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179490"}

@article{bb184196,
        AUTHOR = "Zhang, Y. and Li, X.L. and Jia, M.X.",
        TITLE = "Adaptive graph-based discriminative nonnegative matrix factorization
for image clustering",
        JOURNAL = SP:IC,
        VOLUME = "95",
        YEAR = "2021",
        PAGES = "116253",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179491"}

@article{bb184197,
        AUTHOR = "Wu, W.H. and Jia, Y.H. and Wang, S. and Wang, R. and Fan, H. and Kwong, S.",
        TITLE = "Positive and Negative Label-Driven Nonnegative Matrix Factorization",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2698-2710",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179492"}

@article{bb184198,
        AUTHOR = "Wen, J. and Yan, K. and Zhang, Z. and Xu, Y. and Wang, J.Q. and Fei, L. and Zhang, B.",
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        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "2493-2504",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179493"}

@inproceedings{bb184199,
        AUTHOR = "Wen, J. and Zhang, Z. and Xu, Y. and Zhong, Z.F.",
        TITLE = "Incomplete Multi-view Clustering via Graph Regularized Matrix
Factorization",
        BOOKTITLE = CEFR-LCV18,
        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i791fac1.html#TT179494"}

Last update:Sep 1, 2022 at 11:00:56