Zhou, Jianhang; Yang, Xubing; Zhang, Fuquan; Ye, Qiaolin; Xu, Dengping Localized GEPSVM based on Mahalanobis metric. (Chinese. English summary) Zbl 1438.68148 J. Nanjing Norm. Univ., Nat. Sci. Ed. 41, No. 4, 65-71 (2018). MSC: 68T05 PDF BibTeX XML Cite \textit{J. Zhou} et al., J. Nanjing Norm. Univ., Nat. Sci. Ed. 41, No. 4, 65--71 (2018; Zbl 1438.68148) Full Text: DOI
Yan, Xin; Bai, Yanqin; Fang, Shu-Cherng; Luo, Jian A proximal quadratic surface support vector machine for semi-supervised binary classification. (English) Zbl 1402.68158 Soft Comput. 22, No. 20, 6905-6919 (2018). MSC: 68T05 68T37 PDF BibTeX XML Cite \textit{X. Yan} et al., Soft Comput. 22, No. 20, 6905--6919 (2018; Zbl 1402.68158) Full Text: DOI
Ito, Naoki; Takeda, Akiko; Toh, Kim-Chuan A unified formulation and fast accelerated proximal gradient method for classification. (English) Zbl 1433.68351 J. Mach. Learn. Res. 18(2017-2018), Paper No. 16, 49 p. (2017). MSC: 68T05 62H30 90C90 PDF BibTeX XML Cite \textit{N. Ito} et al., J. Mach. Learn. Res. 18, Paper No. 16, 49 p. (2017; Zbl 1433.68351) Full Text: Link
Xu, Yangyang; Akrotirianakis, Ioannis; Chakraborty, Amit Proximal gradient method for huberized support vector machine. (English) Zbl 1425.68358 PAA, Pattern Anal. Appl. 19, No. 4, 989-1005 (2016). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{Y. Xu} et al., PAA, Pattern Anal. Appl. 19, No. 4, 989--1005 (2016; Zbl 1425.68358) Full Text: DOI
Li, Chun-Na; Shao, Yuan-Hai; Deng, Nai-Yang Robust L1-norm non-parallel proximal support vector machine. (English) Zbl 1332.90287 Optimization 65, No. 1, 169-183 (2016). MSC: 90C31 90C59 PDF BibTeX XML Cite \textit{C.-N. Li} et al., Optimization 65, No. 1, 169--183 (2016; Zbl 1332.90287) Full Text: DOI
Bai, Yan-Qin; Zhu, Zhao-Ying; Yan, Wen-Li Sparse proximal support vector machine with a specialized interior-point method. (English) Zbl 1317.90201 J. Oper. Res. Soc. China 3, No. 1, 1-15 (2015). MSC: 90C10 90C20 49M20 65K05 PDF BibTeX XML Cite \textit{Y.-Q. Bai} et al., J. Oper. Res. Soc. China 3, No. 1, 1--15 (2015; Zbl 1317.90201) Full Text: DOI
Ferraro, Maria Brigida; Guarracino, Mario Rosario From separating to proximal plane classifiers: a review. (English) Zbl 1365.68371 Aleskerov, Fuad (ed.) et al., Clusters, orders, and trees: methods and applications. In honor of Boris Mirkin’s 70th birthday. Collected papers based on the presentations at the international workshop, Moscow, Russia, December 12–13, 2012. New York, NY: Springer (ISBN 978-1-4939-0741-0/hbk; 978-1-4939-0742-7/ebook). Springer Optimization and Its Applications 92, 167-180 (2014). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{M. B. Ferraro} and \textit{M. R. Guarracino}, Springer Optim. Appl. 92, 167--180 (2014; Zbl 1365.68371) Full Text: DOI
Bai, Yan-Qin; Shen, Yan-Jun; Shen, Kai-Ji Consensus proximal support vector machine for classification problems with sparse solutions. (English) Zbl 1308.90105 J. Oper. Res. Soc. China 2, No. 1, 57-74 (2014). MSC: 90C10 90C20 49M20 65K05 PDF BibTeX XML Cite \textit{Y.-Q. Bai} et al., J. Oper. Res. Soc. China 2, No. 1, 57--74 (2014; Zbl 1308.90105) Full Text: DOI
Zhou, Anwa; Zhu, Zhibin; Fan, Hao A new semi-supervised PSVM classifier. (English) Zbl 1311.68145 Appl. Math. Comput. 219, No. 8, 4006-4012 (2012). MSC: 68T05 PDF BibTeX XML Cite \textit{A. Zhou} et al., Appl. Math. Comput. 219, No. 8, 4006--4012 (2012; Zbl 1311.68145) Full Text: DOI
Qin, Chuandong; Liu, Sanyang Fuzzy proximal support vector machine based on domain in description. (Chinese. English summary) Zbl 1240.68206 Syst. Eng. Electron. 33, No. 2, 449-452, 463 (2011). MSC: 68T05 68T10 PDF BibTeX XML Cite \textit{C. Qin} and \textit{S. Liu}, Syst. Eng. Electron. 33, No. 2, 449--452, 463 (2011; Zbl 1240.68206) Full Text: DOI
Niu, Lingfeng Parallel algorithm for training multiclass proximal support vector machines. (English) Zbl 1214.68294 Appl. Math. Comput. 217, No. 12, 5328-5337 (2011). MSC: 68T05 PDF BibTeX XML Cite \textit{L. Niu}, Appl. Math. Comput. 217, No. 12, 5328--5337 (2011; Zbl 1214.68294) Full Text: DOI
Ming, Zhong; Lin, Chaozhe; Cai, Shubin Parallel proximal support vector machine and its application in intrusion detection. (English) Zbl 1240.68203 J. Shenzhen Univ., Sci. Eng. 27, No. 3, 327-333 (2010). MSC: 68T05 PDF BibTeX XML Cite \textit{Z. Ming} et al., J. Shenzhen Univ., Sci. Eng. 27, No. 3, 327--333 (2010; Zbl 1240.68203)
Lucidi, S.; Palagi, L.; Risi, A.; Sciandrone, M. A convergent decomposition algorithm for support vector machines. (English) Zbl 1172.90443 Comput. Optim. Appl. 38, No. 2, 217-234 (2007). MSC: 90C06 68T05 PDF BibTeX XML Cite \textit{S. Lucidi} et al., Comput. Optim. Appl. 38, No. 2, 217--234 (2007; Zbl 1172.90443) Full Text: DOI
Vishwanathan, S. V. N.; Murty, M. Narasimha Use of multi-category proximal SVM for data set reduction. (English) Zbl 1033.68090 Abraham, Ajith (ed.) et al., Hybrid information systems. Proceedings of HIS-2001, 1st international workshop, Adelaide, Australia, December 11–12, 2001. Heidelberg: Physica-Verlag (ISBN 3-7908-1480-6/pbk). Advances in Soft Computing, 19-24 (2002). MSC: 68T05 PDF BibTeX XML Cite \textit{S. V. N. Vishwanathan} and \textit{M. N. Murty}, in: Hybrid information systems. Proceedings of HIS-2001, 1st international workshop, Adelaide, Australia, December 11--12, 2001. Heidelberg: Physica-Verlag. 19--24 (2002; Zbl 1033.68090)