Liang, Renli; Bai, Yanqin; Lin, Hai Xiang A splitting method for the locality regularized semi-supervised subspace clustering. (English) Zbl 1443.90272 Optimization 69, No. 5, 1069-1096 (2020). MSC: 90C25 90C90 62H30 PDFBibTeX XMLCite \textit{R. Liang} et al., Optimization 69, No. 5, 1069--1096 (2020; Zbl 1443.90272) Full Text: DOI
Zhang, Lefei; Zhang, Liangpei; Du, Bo; You, Jane; Tao, Dacheng Hyperspectral image unsupervised classification by robust manifold matrix factorization. (English) Zbl 1448.68452 Inf. Sci. 485, 154-169 (2019). MSC: 68U10 62H30 68T05 PDFBibTeX XMLCite \textit{L. Zhang} et al., Inf. Sci. 485, 154--169 (2019; Zbl 1448.68452) Full Text: DOI
Chen, Wen-Sheng; Wang, Qian; Pan, Binbin; Chen, Bo Nonnegative matrix factorization with manifold structure for face recognition. (English) Zbl 1411.68133 Int. J. Wavelets Multiresolut. Inf. Process. 17, No. 2, Article ID 1940006, 21 p. (2019). MSC: 68T10 15A23 68T05 PDFBibTeX XMLCite \textit{W.-S. Chen} et al., Int. J. Wavelets Multiresolut. Inf. Process. 17, No. 2, Article ID 1940006, 21 p. (2019; Zbl 1411.68133) Full Text: DOI
Min, Xiaoping; Chen, Youbing; Ge, Shengxiang Nonnegative matrix factorization with Hessian regularizer. (English) Zbl 1425.68351 PAA, Pattern Anal. Appl. 21, No. 2, 501-513 (2018). MSC: 68T05 15A23 PDFBibTeX XMLCite \textit{X. Min} et al., PAA, Pattern Anal. Appl. 21, No. 2, 501--513 (2018; Zbl 1425.68351) Full Text: DOI
Shang, Ronghua; Liu, Chiyang; Meng, Yang; Jiao, Licheng; Stolkin, Rustam Nonnegative matrix factorization with rank regularization and hard constraint. (English) Zbl 1419.65007 Neural Comput. 29, No. 9, 2553-2579 (2017). MSC: 65F30 15A23 PDFBibTeX XMLCite \textit{R. Shang} et al., Neural Comput. 29, No. 9, 2553--2579 (2017; Zbl 1419.65007) Full Text: DOI
Dai, Ling-Yun; Feng, Chun-Mei; Liu, Jin-Xing; Zheng, Chun-Hou; Yu, Jiguo; Hou, Mi-Xiao Robust nonnegative matrix factorization via joint graph Laplacian and discriminative information for identifying differentially expressed genes. (English) Zbl 1367.92053 Complexity 2017, Article ID 4216797, 11 p. (2017). MSC: 92C50 92D10 15A23 05C90 PDFBibTeX XMLCite \textit{L.-Y. Dai} et al., Complexity 2017, Article ID 4216797, 11 p. (2017; Zbl 1367.92053) Full Text: DOI
Lu, Yuwu; Lai, Zhihui; Xu, Yong; You, Jane; Li, Xuelong; Yuan, Chun Projective robust nonnegative factorization. (English) Zbl 1427.68269 Inf. Sci. 364-365, 16-32 (2016). MSC: 68T05 15A23 68T10 PDFBibTeX XMLCite \textit{Y. Lu} et al., Inf. Sci. 364--365, 16--32 (2016; Zbl 1427.68269) Full Text: DOI
Liu, Tongliang; Tao, Dacheng; Xu, Dong Dimensionality-dependent generalization bounds for \(k\)-dimensional coding schemes. (English) Zbl 1474.68315 Neural Comput. 28, No. 10, 2213-2249 (2016). MSC: 68T09 PDFBibTeX XMLCite \textit{T. Liu} et al., Neural Comput. 28, No. 10, 2213--2249 (2016; Zbl 1474.68315) Full Text: DOI arXiv
Li, Bingfeng; Tang, Yandong; Han, Zhi Robust structure preserving nonnegative matrix factorization for dimensionality reduction. (English) Zbl 1400.65023 Math. Probl. Eng. 2016, Article ID 7474839, 14 p. (2016). MSC: 65F30 15A23 68T05 PDFBibTeX XMLCite \textit{B. Li} et al., Math. Probl. Eng. 2016, Article ID 7474839, 14 p. (2016; Zbl 1400.65023) Full Text: DOI
Li, Xiangli; Zhang, Wen; Dong, Xiaoliang; Shi, Juanjuan An inexact update method with double parameters for nonnegative matrix factorization. (English) Zbl 1400.65024 Math. Probl. Eng. 2016, Article ID 2173914, 6 p. (2016). MSC: 65F30 15A23 PDFBibTeX XMLCite \textit{X. Li} et al., Math. Probl. Eng. 2016, Article ID 2173914, 6 p. (2016; Zbl 1400.65024) Full Text: DOI
Kuang, Yin; Zhang, Lei; Yi, Zhang Constructing \(L_1\)-graphs for subspace learning via recurrent neural networks. (English) Zbl 1425.68350 PAA, Pattern Anal. Appl. 18, No. 4, 817-828 (2015). MSC: 68T05 PDFBibTeX XMLCite \textit{Y. Kuang} et al., PAA, Pattern Anal. Appl. 18, No. 4, 817--828 (2015; Zbl 1425.68350) Full Text: DOI
Choo, Jaegul; Lee, Changhyun; Reddy, Chandan K.; Park, Haesun Weakly supervised nonnegative matrix factorization for user-driven clustering. (English) Zbl 1405.62075 Data Min. Knowl. Discov. 29, No. 6, 1598-1621 (2015). MSC: 62H30 15A23 PDFBibTeX XMLCite \textit{J. Choo} et al., Data Min. Knowl. Discov. 29, No. 6, 1598--1621 (2015; Zbl 1405.62075) Full Text: DOI
Lin, Chuang; Pang, Meng Graph regularized nonnegative matrix factorization with sparse coding. (English) Zbl 1394.68299 Math. Probl. Eng. 2015, Article ID 239589, 11 p. (2015). MSC: 68T05 PDFBibTeX XMLCite \textit{C. Lin} and \textit{M. Pang}, Math. Probl. Eng. 2015, Article ID 239589, 11 p. (2015; Zbl 1394.68299) Full Text: DOI
Li, Jun; Tao, Dacheng; Li, Xuelong A probabilistic model for image representation via multiple patterns. (English) Zbl 1242.68362 Pattern Recognition 45, No. 11, 4044-4053 (2012). MSC: 68U10 62H25 PDFBibTeX XMLCite \textit{J. Li} et al., Pattern Recognition 45, No. 11, 4044--4053 (2012; Zbl 1242.68362) Full Text: DOI