Zhai, Ruoshui; Gutman, Roee A Bayesian singular value decomposition procedure for missing data imputation. (English) Zbl 07747451 J. Comput. Graph. Stat. 32, No. 2, 470-482 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{R. Zhai} and \textit{R. Gutman}, J. Comput. Graph. Stat. 32, No. 2, 470--482 (2023; Zbl 07747451) Full Text: DOI
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
Wang, Chengjing; Tang, Peipei A dual semismooth Newton based augmented Lagrangian method for large-scale linearly constrained sparse group square-root Lasso problems. (English) Zbl 1522.90108 J. Sci. Comput. 96, No. 2, Paper No. 45, 29 p. (2023). MSC: 90C25 65K05 90C06 49M27 90C20 PDFBibTeX XMLCite \textit{C. Wang} and \textit{P. Tang}, J. Sci. Comput. 96, No. 2, Paper No. 45, 29 p. (2023; Zbl 1522.90108) Full Text: DOI arXiv
Amaldi, Edoardo; Consolo, Antonio; Manno, Andrea On multivariate randomized classification trees: \(l_0\)-based sparsity, VC dimension and decomposition methods. (English) Zbl 07706516 Comput. Oper. Res. 151, Article ID 106058, 21 p. (2023). MSC: 90Bxx PDFBibTeX XMLCite \textit{E. Amaldi} et al., Comput. Oper. Res. 151, Article ID 106058, 21 p. (2023; Zbl 07706516) Full Text: DOI arXiv
Lapucci, Matteo A penalty decomposition approach for multi-objective cardinality-constrained optimization problems. (English) Zbl 1509.90185 Optim. Methods Softw. 37, No. 6, 2157-2189 (2022). MSC: 90C29 90C26 90C30 PDFBibTeX XMLCite \textit{M. Lapucci}, Optim. Methods Softw. 37, No. 6, 2157--2189 (2022; Zbl 1509.90185) Full Text: DOI
Khouja, Rima; Mattei, Pierre-Alexandre; Mourrain, Bernard Tensor decomposition for learning Gaussian mixtures from moments. (English) Zbl 1492.14094 J. Symb. Comput. 113, 193-210 (2022). Reviewer: Luca Chiantini (Siena) MSC: 14N07 62H30 PDFBibTeX XMLCite \textit{R. Khouja} et al., J. Symb. Comput. 113, 193--210 (2022; Zbl 1492.14094) Full Text: DOI arXiv
Wei, Linchuan; Gómez, Andrés; Küçükyavuz, Simge Ideal formulations for constrained convex optimization problems with indicator variables. (English) Zbl 1489.90071 Math. Program. 192, No. 1-2 (B), 57-88 (2022). MSC: 90C11 49M27 90C25 PDFBibTeX XMLCite \textit{L. Wei} et al., Math. Program. 192, No. 1--2 (B), 57--88 (2022; Zbl 1489.90071) Full Text: DOI arXiv
Mistry, Miten; Letsios, Dimitrios; Krennrich, Gerhard; Lee, Robert M.; Misener, Ruth Mixed-integer convex nonlinear optimization with gradient-boosted trees embedded. (English) Zbl 07548828 INFORMS J. Comput. 33, No. 3, 1103-1119 (2021). MSC: 90-XX 62-XX PDFBibTeX XMLCite \textit{M. Mistry} et al., INFORMS J. Comput. 33, No. 3, 1103--1119 (2021; Zbl 07548828) Full Text: DOI arXiv
Chen, Jie; Xu, Yang; Zhao, Shu; Zhang, Yanping AH3: an adaptive hierarchical feature representation model for three-way decision boundary processing. (English) Zbl 1487.68227 Int. J. Approx. Reasoning 130, 259-272 (2021). MSC: 68T37 68T05 PDFBibTeX XMLCite \textit{J. Chen} et al., Int. J. Approx. Reasoning 130, 259--272 (2021; Zbl 1487.68227) Full Text: DOI
Lapucci, Matteo; Levato, Tommaso; Sciandrone, Marco Convergent inexact penalty decomposition methods for cardinality-constrained problems. (English) Zbl 1470.90094 J. Optim. Theory Appl. 188, No. 2, 473-496 (2021). MSC: 90C26 90C30 65K05 PDFBibTeX XMLCite \textit{M. Lapucci} et al., J. Optim. Theory Appl. 188, No. 2, 473--496 (2021; Zbl 1470.90094) Full Text: DOI
Badrinath, N.; Gopinath, G.; Ravichandran, K. S.; Premaladha, J.; Krishankumar, R. Classification and prediction of erythemato-squamous diseases through tensor-based learning. (English) Zbl 1497.68409 Proc. Natl. Acad. Sci. India, Sect. A, Phys. Sci. 90, No. 2, 327-335 (2020). MSC: 68T05 62H30 92C50 PDFBibTeX XMLCite \textit{N. Badrinath} et al., Proc. Natl. Acad. Sci. India, Sect. A, Phys. Sci. 90, No. 2, 327--335 (2020; Zbl 1497.68409) Full Text: DOI
Adona, V. A.; Gonçalves, M. L. N.; Melo, J. G. An inexact proximal generalized alternating direction method of multipliers. (English) Zbl 1445.90077 Comput. Optim. Appl. 76, No. 3, 621-647 (2020). MSC: 90C25 90C60 47H05 49M27 65K10 PDFBibTeX XMLCite \textit{V. A. Adona} et al., Comput. Optim. Appl. 76, No. 3, 621--647 (2020; Zbl 1445.90077) Full Text: DOI
Galvan, G.; Lapucci, M.; Levato, T.; Sciandrone, M. An alternating augmented Lagrangian method for constrained nonconvex optimization. (English) Zbl 1441.49030 Optim. Methods Softw. 35, No. 3, 502-520 (2020). MSC: 49M37 65K05 90C30 49M27 90C26 PDFBibTeX XMLCite \textit{G. Galvan} et al., Optim. Methods Softw. 35, No. 3, 502--520 (2020; Zbl 1441.49030) Full Text: DOI
Zhang, Ning; Wu, Jia; Zhang, Liwei A linearly convergent majorized ADMM with indefinite proximal terms for convex composite programming and its applications. (English) Zbl 1441.90123 Math. Comput. 89, No. 324, 1867-1894 (2020). MSC: 90C25 90C30 65K05 62J12 PDFBibTeX XMLCite \textit{N. Zhang} et al., Math. Comput. 89, No. 324, 1867--1894 (2020; Zbl 1441.90123) Full Text: DOI arXiv
Luo, Jian; Yan, Xin; Tian, Ye Unsupervised quadratic surface support vector machine with application to credit risk assessment. (English) Zbl 1430.62138 Eur. J. Oper. Res. 280, No. 3, 1008-1017 (2020). MSC: 62H30 90C20 91G40 PDFBibTeX XMLCite \textit{J. Luo} et al., Eur. J. Oper. Res. 280, No. 3, 1008--1017 (2020; Zbl 1430.62138) Full Text: DOI
Liu, Chao; Zhao, Qi; Yan, Bai; Elsayed, Saber; Sarker, Ruhul Transfer learning-assisted multi-objective evolutionary clustering framework with decomposition for high-dimensional data. (English) Zbl 1456.68156 Inf. Sci. 505, 440-456 (2019). MSC: 68T05 62H30 68T20 PDFBibTeX XMLCite \textit{C. Liu} et al., Inf. Sci. 505, 440--456 (2019; Zbl 1456.68156) 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
Ahsen, Mehmet Eren; Vogel, Robert M.; Stolovitzky, Gustavo A. Unsupervised evaluation and weighted aggregation of ranked classification predictions. (English) Zbl 1440.68199 J. Mach. Learn. Res. 20, Paper No. 166, 40 p. (2019). MSC: 68T05 62H30 62G05 PDFBibTeX XMLCite \textit{M. E. Ahsen} et al., J. Mach. Learn. Res. 20, Paper No. 166, 40 p. (2019; Zbl 1440.68199) Full Text: Link
Baloochian, Hossein; Ghaffary, Hamid Reza Multiclass classification based on multi-criteria decision-making. (English) Zbl 1433.62156 J. Classif. 36, No. 1, 140-151 (2019). MSC: 62H30 62C25 91B06 68T05 PDFBibTeX XMLCite \textit{H. Baloochian} and \textit{H. R. Ghaffary}, J. Classif. 36, No. 1, 140--151 (2019; Zbl 1433.62156) Full Text: DOI
Adona, Vando A.; Gonçalves, Max L. N.; Melo, Jefferson G. A partially inexact proximal alternating direction method of multipliers and its iteration-complexity analysis. (English) Zbl 07093339 J. Optim. Theory Appl. 182, No. 2, 640-666 (2019). MSC: 47H05 49M27 90C25 90C60 65K10 PDFBibTeX XMLCite \textit{V. A. Adona} et al., J. Optim. Theory Appl. 182, No. 2, 640--666 (2019; Zbl 07093339) Full Text: DOI arXiv
Tygert, Mark Regression-aware decompositions. (English) Zbl 1410.65127 Linear Algebra Appl. 565, 208-224 (2019). MSC: 65F30 62J05 62H25 65C60 PDFBibTeX XMLCite \textit{M. Tygert}, Linear Algebra Appl. 565, 208--224 (2019; Zbl 1410.65127) Full Text: DOI arXiv
Sewell, Daniel K. Visualizing data through curvilinear representations of matrices. (English) Zbl 1469.62139 Comput. Stat. Data Anal. 128, 255-270 (2018). MSC: 62-08 62H25 PDFBibTeX XMLCite \textit{D. K. Sewell}, Comput. Stat. Data Anal. 128, 255--270 (2018; Zbl 1469.62139) Full Text: DOI
Eckstein, Jonathan; Yao, Wang Relative-error approximate versions of Douglas-Rachford splitting and special cases of the ADMM. (English) Zbl 1401.90151 Math. Program. 170, No. 2 (A), 417-444 (2018). MSC: 90C25 47H05 49M27 PDFBibTeX XMLCite \textit{J. Eckstein} and \textit{W. Yao}, Math. Program. 170, No. 2 (A), 417--444 (2018; Zbl 1401.90151) Full Text: DOI
Eckstein, Jonathan; Yao, Wang Approximate ADMM algorithms derived from Lagrangian splitting. (English) Zbl 1378.90063 Comput. Optim. Appl. 68, No. 2, 363-405 (2017). MSC: 90C25 49M27 65K05 65K10 PDFBibTeX XMLCite \textit{J. Eckstein} and \textit{W. Yao}, Comput. Optim. Appl. 68, No. 2, 363--405 (2017; Zbl 1378.90063) Full Text: DOI
March, William B.; Biros, George Far-field compression for fast kernel summation methods in high dimensions. (English) Zbl 1365.65267 Appl. Comput. Harmon. Anal. 43, No. 1, 39-75 (2017). MSC: 65N38 65N75 PDFBibTeX XMLCite \textit{W. B. March} and \textit{G. Biros}, Appl. Comput. Harmon. Anal. 43, No. 1, 39--75 (2017; Zbl 1365.65267) Full Text: DOI arXiv
Kim, Mijung; Candan, K. Selçuk Decomposition-by-normalization (DBN): leveraging approximate functional dependencies for efficient CP and Tucker decompositions. (English) Zbl 1409.68236 Data Min. Knowl. Discov. 30, No. 1, 1-46 (2016). MSC: 68T05 62H30 68P15 PDFBibTeX XMLCite \textit{M. Kim} and \textit{K. S. Candan}, Data Min. Knowl. Discov. 30, No. 1, 1--46 (2016; Zbl 1409.68236) Full Text: DOI
Zhou, Yunkai; Wang, Zheng; Zhou, Aihui Accelerating large partial EVD/SVD calculations by filtered block Davidson methods. (English) Zbl 1353.65029 Sci. China, Math. 59, No. 8, 1635-1662 (2016). MSC: 65F15 65F20 65F50 PDFBibTeX XMLCite \textit{Y. Zhou} et al., Sci. China, Math. 59, No. 8, 1635--1662 (2016; Zbl 1353.65029) Full Text: DOI
Kowaliw, Taras; Doursat, René Bias-variance decomposition in genetic programming. (English) Zbl 1346.62077 Open Math. 14, 62-80 (2016). MSC: 62G08 62J10 68Q32 68T05 68W40 PDFBibTeX XMLCite \textit{T. Kowaliw} and \textit{R. Doursat}, Open Math. 14, 62--80 (2016; Zbl 1346.62077) Full Text: DOI
Chmielnicki, Wiesław; Stąpor, Katarzyna Using the one-versus-rest strategy with samples balancing to improve pairwise coupling classification. (English) Zbl 1341.62175 Int. J. Appl. Math. Comput. Sci. 26, No. 1, 191-201 (2016). MSC: 62H30 62J15 PDFBibTeX XMLCite \textit{W. Chmielnicki} and \textit{K. Stąpor}, Int. J. Appl. Math. Comput. Sci. 26, No. 1, 191--201 (2016; Zbl 1341.62175) Full Text: DOI
Gondzio, Jacek; González-Brevis, Pablo; Munari, Pedro Large-scale optimization with the primal-dual column generation method. (English) Zbl 1334.90072 Math. Program. Comput. 8, No. 1, 47-82 (2016). MSC: 90C06 49M27 90C25 90C51 PDFBibTeX XMLCite \textit{J. Gondzio} et al., Math. Program. Comput. 8, No. 1, 47--82 (2016; Zbl 1334.90072) Full Text: DOI arXiv
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
Niu, Lingfeng; Zhou, Ruizhi; Zhao, Xi; Shi, Yong Two new decomposition algorithms for training bound-constrained support vector machines. (English) Zbl 1335.62105 Found. Comput. Decis. Sci. 40, No. 1, 67-86 (2015). MSC: 62H30 68T05 68W10 90C20 PDFBibTeX XMLCite \textit{L. Niu} et al., Found. Comput. Decis. Sci. 40, No. 1, 67--86 (2015; Zbl 1335.62105) 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
Lin, Tsung-I Learning from incomplete data via parameterized \(t\) mixture models through eigenvalue decomposition. (English) Zbl 1471.62120 Comput. Stat. Data Anal. 71, 183-195 (2014). MSC: 62-08 62H30 62F10 PDFBibTeX XMLCite \textit{T.-I Lin}, Comput. Stat. Data Anal. 71, 183--195 (2014; Zbl 1471.62120) Full Text: DOI
Galar, Mikel; Fernández, Alberto; Barrenechea, Edurne; Herrera, Francisco Empowering difficult classes with a similarity-based aggregation in multi-class classification problems. (English) Zbl 1335.68201 Inf. Sci. 264, 135-157 (2014). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{M. Galar} et al., Inf. Sci. 264, 135--157 (2014; Zbl 1335.68201) Full Text: DOI
Lindsey, Charles D.; Sheather, Simon J.; Mckean, Joseph W. Using sliced mean variance-covariance inverse regression for classification and dimension reduction. (English) Zbl 1306.65092 Comput. Stat. 29, No. 3-4, 769-798 (2014). MSC: 62-08 62H25 PDFBibTeX XMLCite \textit{C. D. Lindsey} et al., Comput. Stat. 29, No. 3--4, 769--798 (2014; Zbl 1306.65092) 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
Galimberti, Giuliano; Soffritti, Gabriele Using conditional independence for parsimonious model-based Gaussian clustering. (English) Zbl 1322.62167 Stat. Comput. 23, No. 5, 625-638 (2013). MSC: 62H30 62H12 PDFBibTeX XMLCite \textit{G. Galimberti} and \textit{G. Soffritti}, Stat. Comput. 23, No. 5, 625--638 (2013; Zbl 1322.62167) Full Text: DOI
Zhang, Chun-Xia; Wang, Guan-Wei; Zhang, Jiang-She An empirical bias-variance analysis of DECORATE ensemble method at different training sample sizes. (English) Zbl 1478.68304 J. Appl. Stat. 39, No. 4, 829-850 (2012). MSC: 68T05 62G09 62H30 PDFBibTeX XMLCite \textit{C.-X. Zhang} et al., J. Appl. Stat. 39, No. 4, 829--850 (2012; Zbl 1478.68304) Full Text: DOI
Ping, Yuan; Tian, Ying-Jie; Zhou, Ya-Jian; Yang, Yi-Xian Convex decomposition based cluster labeling method for support vector clustering. (English) Zbl 1280.68191 J. Comput. Sci. Technol. 27, No. 2, 428-442 (2012). MSC: 68T05 68W05 68T10 PDFBibTeX XMLCite \textit{Y. Ping} et al., J. Comput. Sci. Technol. 27, No. 2, 428--442 (2012; Zbl 1280.68191) Full Text: DOI
Park, Sang-Hyeun; Fürnkranz, Johannes Efficient prediction algorithms for binary decomposition techniques. (English) Zbl 1235.68180 Data Min. Knowl. Discov. 24, No. 1, 40-77 (2012). MSC: 68T05 PDFBibTeX XMLCite \textit{S.-H. Park} and \textit{J. Fürnkranz}, Data Min. Knowl. Discov. 24, No. 1, 40--77 (2012; Zbl 1235.68180) Full Text: DOI
Niu, Lingfeng; Yuan, Ya-Xiang A parallel decomposition algorithm for training multiclass kernel-based vector machines. (English) Zbl 1226.90106 Optim. Methods Softw. 26, No. 3, 431-454 (2011). MSC: 90C30 90C52 PDFBibTeX XMLCite \textit{L. Niu} and \textit{Y.-X. Yuan}, Optim. Methods Softw. 26, No. 3, 431--454 (2011; Zbl 1226.90106) Full Text: DOI
Rothman, Adam J.; Levina, Elizaveta; Zhu, Ji A new approach to Cholesky-based covariance regularization in high dimensions. (English) Zbl 1195.62089 Biometrika 97, No. 3, 539-550 (2010). MSC: 62H12 65C60 PDFBibTeX XMLCite \textit{A. J. Rothman} et al., Biometrika 97, No. 3, 539--550 (2010; Zbl 1195.62089) Full Text: DOI arXiv
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
Chai, Jing; Liu, Hongwei; Chen, Bo; Bao, Zheng Large margin nearest local mean classifier. (English) Zbl 1177.68159 Signal Process. 90, No. 1, 236-248 (2010). MSC: 68T05 90C22 PDFBibTeX XMLCite \textit{J. Chai} et al., Signal Process. 90, No. 1, 236--248 (2010; Zbl 1177.68159) Full Text: DOI
Tan, Chin Hiong; Guan, Sheng-Uei; Ramanathan, Kiruthika; Bao, Chunyu Recursive hybrid decomposition with reduced pattern training. (English) Zbl 1200.68201 Int. J. Hybrid Intell. Syst. 6, No. 3, 135-146 (2009). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{C. H. Tan} et al., Int. J. Hybrid Intell. Syst. 6, No. 3, 135--146 (2009; Zbl 1200.68201) Full Text: DOI
Hühn, Jens C.; Hüllermeier, Eyke Is an ordinal class structure useful in classifier learning? (English) Zbl 1184.68402 Int. J. Data Min. Model. Manag. 1, No. 1, 45-67 (2008). MSC: 68T05 68W05 68T10 PDFBibTeX XMLCite \textit{J. C. Hühn} and \textit{E. Hüllermeier}, Int. J. Data Min. Model. Manag. 1, No. 1, 45--67 (2008; Zbl 1184.68402) Full Text: DOI
Dogaru, Radu; Glesner, Manfred A fast and compact classifier based on sorting in an iteratively expanded input space. (English) Zbl 1135.68544 Int. J. Intell. Syst. 23, No. 5, 607-618 (2008). MSC: 68T10 68P10 PDFBibTeX XMLCite \textit{R. Dogaru} and \textit{M. Glesner}, Int. J. Intell. Syst. 23, No. 5, 607--618 (2008; Zbl 1135.68544) Full Text: DOI
Kim, Hyunsoo; Drake, Barry L.; Park, Haesun Multiclass classifiers based on dimension reduction with generalized LDA. (English) Zbl 1118.68626 Pattern Recognition 40, No. 11, 2939-2945 (2007). MSC: 68T10 PDFBibTeX XMLCite \textit{H. Kim} et al., Pattern Recognition 40, No. 11, 2939--2945 (2007; Zbl 1118.68626) Full Text: DOI
Daqi, Gao; Chunxia, Li; Yunfan, Yang Task decomposition and modular single-hidden-layer perceptron classifiers for multi-class learning problems. (English) Zbl 1111.68636 Pattern Recognition 40, No. 8, 2226-2236 (2007). MSC: 68T10 68T05 PDFBibTeX XMLCite \textit{G. Daqi} et al., Pattern Recognition 40, No. 8, 2226--2236 (2007; Zbl 1111.68636) Full Text: DOI
van Wezel, Michiel; Potharst, Rob Improved customer choice predictions using ensemble methods. (English) Zbl 1121.90387 Eur. J. Oper. Res. 181, No. 1, 436-452 (2007). MSC: 90B60 PDFBibTeX XMLCite \textit{M. van Wezel} and \textit{R. Potharst}, Eur. J. Oper. Res. 181, No. 1, 436--452 (2007; Zbl 1121.90387) Full Text: DOI Link
Zanni, Luca An improved gradient projection-based decomposition technique for support vector machines. (English) Zbl 1163.90693 Comput. Manag. Sci. 3, No. 2, 131-145 (2006). MSC: 90C20 62H30 90C52 PDFBibTeX XMLCite \textit{L. Zanni}, Comput. Manag. Sci. 3, No. 2, 131--145 (2006; Zbl 1163.90693) Full Text: DOI
Tao, Shao-Hui; Chen, De-Zhao; Hu, Wang-Ming SVD-LSSVM and its application in chemical pattern classification. (English) Zbl 1116.68577 J. Zhejiang Univ., Sci. A 7, No. 11, 1942-1947 (2006). MSC: 68T05 PDFBibTeX XMLCite \textit{S.-H. Tao} et al., J. Zhejiang Univ., Sci. A 7, No. 11, 1942--1947 (2006; Zbl 1116.68577) Full Text: DOI
Fan, Rong-En; Chen, Pai-Hsuen; Lin, Chih-Jen Working set selection using second order information for training support vector machines. (English) Zbl 1222.68198 J. Mach. Learn. Res. 6, 1889-1918 (2005). MSC: 68T05 PDFBibTeX XMLCite \textit{R.-E. Fan} et al., J. Mach. Learn. Res. 6, 1889--1918 (2005; Zbl 1222.68198) Full Text: Link
Serafini, Thomas; Zanni, Luca On the working set selection in gradient projection-based decomposition techniques for support vector machines. (English) Zbl 1116.90115 Optim. Methods Softw. 20, No. 4-5, 583-596 (2005). MSC: 90C52 65K05 68T05 PDFBibTeX XMLCite \textit{T. Serafini} and \textit{L. Zanni}, Optim. Methods Softw. 20, No. 4--5, 583--596 (2005; Zbl 1116.90115) Full Text: DOI
Debnath, Rameswar; Muramatsu, Masakazu; Takahashi, Haruhisa An efficient support vector machine learning method with second-order cone programming for large-scale problems. (English) Zbl 1080.68618 Appl. Intell. 23, No. 3, 219-239 (2005). MSC: 68T05 PDFBibTeX XMLCite \textit{R. Debnath} et al., Appl. Intell. 23, No. 3, 219--239 (2005; Zbl 1080.68618) Full Text: DOI
Serafini, Thomas; Zanghirati, Gaetano; Zanni, Luca Gradient projection methods for quadratic programs and applications in training support vector machines. (English) Zbl 1072.90026 Optim. Methods Softw. 20, No. 2-3, 353-378 (2005). MSC: 90C20 90C52 PDFBibTeX XMLCite \textit{T. Serafini} et al., Optim. Methods Softw. 20, No. 2--3, 353--378 (2005; Zbl 1072.90026) Full Text: DOI
Lang, Christian; Steinbach, Bernd Bi-decomposition of function sets in multiple-valued logic for circuit design and data mining. (English) Zbl 1089.68099 Artif. Intell. Rev. 20, No. 3-4, 233-267 (2003). MSC: 68T05 03B50 94C10 PDFBibTeX XMLCite \textit{C. Lang} and \textit{B. Steinbach}, Artif. Intell. Rev. 20, No. 3--4, 233--267 (2003; Zbl 1089.68099) Full Text: DOI
Zhou, Zhi-Hua; Wu, Jianxin; Tang, Wei Ensembling neural networks: Many could be better than all. (English) Zbl 0995.68077 Artif. Intell. 137, No. 1-2, 239-263 (2002); corrigendum ibid. 174, No. 18, 1570 (2010). MSC: 68T05 PDFBibTeX XMLCite \textit{Z.-H. Zhou} et al., Artif. Intell. 137, No. 1--2, 239--263 (2002; Zbl 0995.68077) Full Text: DOI
Hsu, Chih-Wei; Lin, Chih-Jen A simple decomposition method for support vector machines. (English) Zbl 0998.68108 Mach. Learn. 46, No. 1-3, 291-314 (2002). MSC: 68T05 PDFBibTeX XMLCite \textit{C.-W. Hsu} and \textit{C.-J. Lin}, Mach. Learn. 46, No. 1--3, 291--314 (2002; Zbl 0998.68108) Full Text: DOI
Zupan, Blaž; Bohanec, Marko; Demšar, Janez; Bratko, Ivan Learning by discovering concept hierarchies. (English) Zbl 0916.68127 Artif. Intell. 109, No. 1-2, 211-242 (1999). MSC: 68T05 PDFBibTeX XMLCite \textit{B. Zupan} et al., Artif. Intell. 109, No. 1--2, 211--242 (1999; Zbl 0916.68127) Full Text: DOI