Jiang, Hansi; Chaudhuri, Arin A new method to improve the efficiency and accuracy of incremental singular value decomposition. (English) Zbl 1526.65012 Electron. J. Linear Algebra 39, 355-378 (2023). MSC: 65F15 15A18 15A23 68W27 PDFBibTeX XMLCite \textit{H. Jiang} and \textit{A. Chaudhuri}, Electron. J. Linear Algebra 39, 355--378 (2023; Zbl 1526.65012) Full Text: DOI Link
Liu, Shi-Min; Liu, Yong On relaxed greedy randomized iterative methods for the solution of factorized linear systems. (English) Zbl 1505.65161 Taiwanese J. Math. 26, No. 5, 953-979 (2022). MSC: 65F10 65F20 65K05 90C25 15A06 PDFBibTeX XMLCite \textit{S.-M. Liu} and \textit{Y. Liu}, Taiwanese J. Math. 26, No. 5, 953--979 (2022; Zbl 1505.65161) Full Text: DOI
Xie, Deyan; Gao, Quanxue; Deng, Siyang; Yang, Xiaojun; Gao, Xinbo Multiple graphs learning with a new weighted tensor nuclear norm. (English) Zbl 1475.68301 Neural Netw. 133, 57-68 (2021). MSC: 68T05 15A60 62H30 PDFBibTeX XMLCite \textit{D. Xie} et al., Neural Netw. 133, 57--68 (2021; Zbl 1475.68301) Full Text: DOI
Hijazi, Samah; Hamad, Denis; Kalakech, Mariam; Kalakech, Ali Active learning of constraints for weighted feature selection. (English) Zbl 07363877 Adv. Data Anal. Classif., ADAC 15, No. 2, 337-377 (2021). MSC: 15A18 65F15 62H30 68T10 47N10 PDFBibTeX XMLCite \textit{S. Hijazi} et al., Adv. Data Anal. Classif., ADAC 15, No. 2, 337--377 (2021; Zbl 07363877) Full Text: DOI
Watanabe, Chihiro; Suzuki, Taiji Goodness-of-fit test for latent block models. (English) Zbl 1510.62285 Comput. Stat. Data Anal. 154, Article ID 107090, 31 p. (2021). MSC: 62H30 15B52 60B20 PDFBibTeX XMLCite \textit{C. Watanabe} and \textit{T. Suzuki}, Comput. Stat. Data Anal. 154, Article ID 107090, 31 p. (2021; Zbl 1510.62285) Full Text: DOI arXiv
Rebrova, Elizaveta; Needell, Deanna On block Gaussian sketching for the Kaczmarz method. (English) Zbl 1456.65023 Numer. Algorithms 86, No. 1, 443-473 (2021). MSC: 65F10 68W20 60B20 15B52 PDFBibTeX XMLCite \textit{E. Rebrova} and \textit{D. Needell}, Numer. Algorithms 86, No. 1, 443--473 (2021; Zbl 1456.65023) Full Text: DOI arXiv
Morshed, Md Sarowar; Islam, Md Saiful; Noor-E-Alam, Md. Accelerated sampling Kaczmarz Motzkin algorithm for the linear feasibility problem. (English) Zbl 1442.90123 J. Glob. Optim. 77, No. 2, 361-382 (2020). MSC: 90C05 65F10 90C25 15A39 68W20 PDFBibTeX XMLCite \textit{M. S. Morshed} et al., J. Glob. Optim. 77, No. 2, 361--382 (2020; Zbl 1442.90123) Full Text: DOI arXiv
Bing, Xin; Bunea, Florentina; Wegkamp, Marten A fast algorithm with minimax optimal guarantees for topic models with an unknown number of topics. (English) Zbl 1434.68396 Bernoulli 26, No. 3, 1765-1796 (2020). MSC: 68T05 15A23 62H30 68T50 PDFBibTeX XMLCite \textit{X. Bing} et al., Bernoulli 26, No. 3, 1765--1796 (2020; Zbl 1434.68396) Full Text: DOI arXiv Euclid
Belohlavek, Radim; Outrata, Jan; Trnecka, Martin Factorizing Boolean matrices using formal concepts and iterative usage of essential entries. (English) Zbl 1448.68403 Inf. Sci. 489, 37-49 (2019). MSC: 68T30 15A23 15B34 62H25 PDFBibTeX XMLCite \textit{R. Belohlavek} et al., Inf. Sci. 489, 37--49 (2019; Zbl 1448.68403) Full Text: DOI
Jankowski, Norbert; Linowiecki, Rafał A fast neural network learning algorithm with approximate singular value decomposition. (English) Zbl 1430.68277 Int. J. Appl. Math. Comput. Sci. 29, No. 3, 581-594 (2019). MSC: 68T07 15A09 62H25 65F20 PDFBibTeX XMLCite \textit{N. Jankowski} and \textit{R. Linowiecki}, Int. J. Appl. Math. Comput. Sci. 29, No. 3, 581--594 (2019; Zbl 1430.68277) Full Text: DOI
Lucińska, Małgorzata; Wierzchoń, Sławomir T. Clustering based on eigenvectors of the adjacency matrix. (English) Zbl 1420.62272 Int. J. Appl. Math. Comput. Sci. 28, No. 4, 771-786 (2019). MSC: 62H30 05C50 15A18 PDFBibTeX XMLCite \textit{M. Lucińska} and \textit{S. T. Wierzchoń}, Int. J. Appl. Math. Comput. Sci. 28, No. 4, 771--786 (2019; Zbl 1420.62272) Full Text: DOI
Teng, Yueyang; Yao, Yudong; Qi, Shouliang; Li, Chen; Xu, Lisheng; Qian, Wei; Fan, Fenglei; Wang, Ge A novel framework for the NMF methods with experiments to unmixing signals and feature representation. (English) Zbl 1483.65074 J. Comput. Appl. Math. 362, 205-218 (2019). MSC: 65F99 15A23 65K05 90C26 90C90 PDFBibTeX XMLCite \textit{Y. Teng} et al., J. Comput. Appl. Math. 362, 205--218 (2019; Zbl 1483.65074) Full Text: DOI
Lopes, Miles E.; Wang, Shusen; Mahoney, Michael W. A bootstrap method for error estimation in randomized matrix multiplication. (English) Zbl 1484.62037 J. Mach. Learn. Res. 20, Paper No. 39, 40 p. (2019). MSC: 62F99 15B52 62G09 PDFBibTeX XMLCite \textit{M. E. Lopes} et al., J. Mach. Learn. Res. 20, Paper No. 39, 40 p. (2019; Zbl 1484.62037) Full Text: arXiv Link
Belohlavek, Radim; Outrata, Jan; Trnecka, Martin Toward quality assessment of Boolean matrix factorizations. (English) Zbl 1440.68249 Inf. Sci. 459, 71-85 (2018). MSC: 68T09 15A23 15B34 68W40 PDFBibTeX XMLCite \textit{R. Belohlavek} et al., Inf. Sci. 459, 71--85 (2018; Zbl 1440.68249) Full Text: DOI
Huang, Shudong; Wang, Hongjun; Li, Tao; Li, Tianrui; Xu, Zenglin Robust graph regularized nonnegative matrix factorization for clustering. (English) Zbl 1411.62168 Data Min. Knowl. Discov. 32, No. 2, 483-503 (2018). MSC: 62H30 15A23 68T05 PDFBibTeX XMLCite \textit{S. Huang} et al., Data Min. Knowl. Discov. 32, No. 2, 483--503 (2018; Zbl 1411.62168) Full Text: DOI
Bai, Zhaojun; Lu, Ding; Vandereycken, Bart Robust Rayleigh quotient minimization and nonlinear eigenvalue problems. (English) Zbl 1416.65148 SIAM J. Sci. Comput. 40, No. 5, A3495-A3522 (2018). MSC: 65H17 65F15 15A18 47J10 65K05 PDFBibTeX XMLCite \textit{Z. Bai} et al., SIAM J. Sci. Comput. 40, No. 5, A3495--A3522 (2018; Zbl 1416.65148) Full Text: DOI
Belohlavek, Radim; Trnecka, Martin A new algorithm for Boolean matrix factorization which admits overcovering. (English) Zbl 1398.68509 Discrete Appl. Math. 249, 36-52 (2018). MSC: 68T30 15A23 15B34 65F30 PDFBibTeX XMLCite \textit{R. Belohlavek} and \textit{M. Trnecka}, Discrete Appl. Math. 249, 36--52 (2018; Zbl 1398.68509) Full Text: DOI
Dong, Bo; Lin, Matthew M.; Park, Haesun Integer matrix approximation and data mining. (English) Zbl 1388.90092 J. Sci. Comput. 75, No. 1, 198-224 (2018). MSC: 90C20 15B36 90C10 PDFBibTeX XMLCite \textit{B. Dong} et al., J. Sci. Comput. 75, No. 1, 198--224 (2018; Zbl 1388.90092) Full Text: DOI
Ma, Anna; Needell, Deanna; Ramdas, Aaditya Iterative methods for solving factorized linear systems. (English) Zbl 1381.65032 SIAM J. Matrix Anal. Appl. 39, No. 1, 104-122 (2018). MSC: 65F10 15A23 PDFBibTeX XMLCite \textit{A. Ma} et al., SIAM J. Matrix Anal. Appl. 39, No. 1, 104--122 (2018; Zbl 1381.65032) Full Text: DOI arXiv
Xu, Xiaoming; Wen, Chenglin Fault diagnosis method based on information entropy and relative principal component analysis. (English) Zbl 1400.93083 J. Control Sci. Eng. 2017, Article ID 2697297, 8 p. (2017). MSC: 93B40 62K25 94A17 15A18 PDFBibTeX XMLCite \textit{X. Xu} and \textit{C. Wen}, J. Control Sci. Eng. 2017, Article ID 2697297, 8 p. (2017; Zbl 1400.93083) Full Text: DOI
De Loera, Jesús A.; Haddock, Jamie; Needell, Deanna A sampling Kaczmarz-Motzkin algorithm for linear feasibility. (English) Zbl 1373.90070 SIAM J. Sci. Comput. 39, No. 5, S66-S87 (2017). MSC: 90C05 65F10 90C25 15A39 68W20 PDFBibTeX XMLCite \textit{J. A. De Loera} et al., SIAM J. Sci. Comput. 39, No. 5, S66--S87 (2017; Zbl 1373.90070) Full Text: DOI arXiv
Yang, Sen; Zhang, Lijun Non-redundant multiple clustering by nonnegative matrix factorization. (English) Zbl 1454.62205 Mach. Learn. 106, No. 5, 695-712 (2017). MSC: 62H30 68T05 15A23 PDFBibTeX XMLCite \textit{S. Yang} and \textit{L. Zhang}, Mach. Learn. 106, No. 5, 695--712 (2017; Zbl 1454.62205) Full Text: DOI
Navarro-González, F. J.; Compañ, P.; Satorre, R.; Villacampa, Yolanda Numerical determination for solving the symmetric eigenvector problem using genetic algorithm. (English) Zbl 1459.65049 Appl. Math. Modelling 40, No. 7-8, 4935-4947 (2016). MSC: 65F15 15B57 PDFBibTeX XMLCite \textit{F. J. Navarro-González} et al., Appl. Math. Modelling 40, No. 7--8, 4935--4947 (2016; Zbl 1459.65049) Full Text: DOI
Zhang, Junbo; Zhu, Yun; Pan, Yi; Li, Tianrui Efficient parallel Boolean matrix based algorithms for computing composite rough set approximations. (English) Zbl 1390.68687 Inf. Sci. 329, 287-302 (2016). MSC: 68T37 15B34 PDFBibTeX XMLCite \textit{J. Zhang} et al., Inf. Sci. 329, 287--302 (2016; Zbl 1390.68687) Full Text: DOI
Yamashita, Naoto; Mayekawa, Shin-ichi A new biplot procedure with joint classification of objects and variables by fuzzy \(c\)-means clustering. (English) Zbl 1414.62022 Adv. Data Anal. Classif., ADAC 9, No. 3, 243-266 (2015). MSC: 62A86 65F15 62H25 15A18 PDFBibTeX XMLCite \textit{N. Yamashita} and \textit{S.-i. Mayekawa}, Adv. Data Anal. Classif., ADAC 9, No. 3, 243--266 (2015; Zbl 1414.62022) Full Text: DOI
Wu, Tong Tong; Lange, Kenneth Matrix completion discriminant analysis. (English) Zbl 1468.62212 Comput. Stat. Data Anal. 92, 115-125 (2015). MSC: 62-08 62H30 15A83 65F99 PDFBibTeX XMLCite \textit{T. T. Wu} and \textit{K. Lange}, Comput. Stat. Data Anal. 92, 115--125 (2015; Zbl 1468.62212) Full Text: DOI
Hu, Wenjun; Choi, Kup-Sze; Wang, Peiliang; Jiang, Yunliang; Wang, Shitong Convex nonnegative matrix factorization with manifold regularization. (English) Zbl 1327.65052 Neural Netw. 63, 94-103 (2015). MSC: 65F05 15A23 68T05 05C50 PDFBibTeX XMLCite \textit{W. Hu} et al., Neural Netw. 63, 94--103 (2015; Zbl 1327.65052) Full Text: DOI
Belohlavek, Radim; Trnecka, Martin From-below approximations in Boolean matrix factorization: geometry and new algorithm. (English) Zbl 1328.68295 J. Comput. Syst. Sci. 81, No. 8, 1678-1697 (2015). MSC: 68W25 15A23 15B34 62H25 68T30 PDFBibTeX XMLCite \textit{R. Belohlavek} and \textit{M. Trnecka}, J. Comput. Syst. Sci. 81, No. 8, 1678--1697 (2015; Zbl 1328.68295) Full Text: DOI arXiv
Holodnak, John T.; Ipsen, Ilse C. F. Randomized approximation of the Gram matrix: exact computation and probabilistic bounds. (English) Zbl 1330.65061 SIAM J. Matrix Anal. Appl. 36, No. 1, 110-137 (2015). MSC: 65F20 65F35 15A18 65C05 68W20 PDFBibTeX XMLCite \textit{J. T. Holodnak} and \textit{I. C. F. Ipsen}, SIAM J. Matrix Anal. Appl. 36, No. 1, 110--137 (2015; Zbl 1330.65061) Full Text: DOI arXiv Backlinks: MO
Popa, C.; Şerban, C. Han-type algorithms for inconsistent systems of linear inequalities – a unified approach. (English) Zbl 1338.65163 Appl. Math. Comput. 246, 247-256 (2014). MSC: 65K05 15A45 PDFBibTeX XMLCite \textit{C. Popa} and \textit{C. Şerban}, Appl. Math. Comput. 246, 247--256 (2014; Zbl 1338.65163) Full Text: DOI
Belohlavek, Radim; Outrata, Jan; Trnecka, Martin Impact of Boolean factorization as preprocessing methods for classification of Boolean data. (English) Zbl 1305.15036 Ann. Math. Artif. Intell. 72, No. 1-2, 3-22 (2014). MSC: 15A23 46L36 62H25 65F30 68T30 68W25 PDFBibTeX XMLCite \textit{R. Belohlavek} et al., Ann. Math. Artif. Intell. 72, No. 1--2, 3--22 (2014; Zbl 1305.15036) Full Text: DOI
Górecki, Tomasz; Łuczak, Maciej Linear discriminant analysis with a generalization of the Moore-Penrose pseudoinverse. (English) Zbl 1342.62105 Int. J. Appl. Math. Comput. Sci. 23, No. 2, 463-471 (2013). MSC: 62H30 15A09 PDFBibTeX XMLCite \textit{T. Górecki} and \textit{M. Łuczak}, Int. J. Appl. Math. Comput. Sci. 23, No. 2, 463--471 (2013; Zbl 1342.62105) Full Text: DOI
Sharma, Alok; Paliwal, Kuldip K. A new perspective to null linear discriminant analysis method and its fast implementation using random matrix multiplication with scatter matrices. (English) Zbl 1234.62100 Pattern Recognition 45, No. 6, 2205-2213 (2012). MSC: 62H30 15B52 65C60 PDFBibTeX XMLCite \textit{A. Sharma} and \textit{K. K. Paliwal}, Pattern Recognition 45, No. 6, 2205--2213 (2012; Zbl 1234.62100) Full Text: DOI
Belohlavek, Radim; Vychodil, Vilem Discovery of optimal factors in binary data via a novel method of matrix decomposition. (English) Zbl 1180.15026 J. Comput. Syst. Sci. 76, No. 1, 3-20 (2010). MSC: 15B34 15A23 65F30 PDFBibTeX XMLCite \textit{R. Belohlavek} and \textit{V. Vychodil}, J. Comput. Syst. Sci. 76, No. 1, 3--20 (2010; Zbl 1180.15026) Full Text: DOI