Two smooth support vector machines for ε-insensitive regression
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Jein-Shan Chen | Chun-Hsu Ko | Yuh-Jye Lee | Wei-Po Chen | Yuh-Jye Lee | Jein-Shan Chen | C. Ko | Weizhe Gu | Weizhe Gu | Wei-Po Chen
[1] Yuh-Jye Lee,et al. epsilon-SSVR: A Smooth Support Vector Machine for epsilon-Insensitive Regression , 2005, IEEE Trans. Knowl. Data Eng..
[2] Yuh-Jye Lee,et al. SSVM: A Smooth Support Vector Machine for Classification , 2001, Comput. Optim. Appl..
[3] Yuh-Jye Lee,et al. RSVM: Reduced Support Vector Machines , 2001, SDM.
[4] Su-Yun Huang,et al. Reduced Support Vector Machines: A Statistical Theory , 2007, IEEE Transactions on Neural Networks.
[5] Alexander J. Smola,et al. Support Vector Method for Function Approximation, Regression Estimation and Signal Processing , 1996, NIPS.
[6] Liqun Qi,et al. A nonsmooth version of Newton's method , 1993, Math. Program..
[7] F. Clarke. Optimization And Nonsmooth Analysis , 1983 .
[8] R. Mifflin. Semismooth and Semiconvex Functions in Constrained Optimization , 1977 .
[9] Vladimir N. Vapnik,et al. The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.
[10] J. Freidman,et al. Multivariate adaptive regression splines , 1991 .
[11] Ying Zhang,et al. A smoothing-type algorithm for solving system of inequalities , 2008 .
[12] Paul Tseng,et al. A coordinate gradient descent method for linearly constrained smooth optimization and support vector machines training , 2010, Comput. Optim. Appl..
[13] R. Palais,et al. Critical Point Theory and Submanifold Geometry , 1988 .
[14] D. Basak,et al. Support Vector Regression , 2008 .
[15] David R. Musicant,et al. Active set support vector regression , 2004, IEEE Transactions on Neural Networks.
[16] YuBo Yuan,et al. A Polynomial Smooth Support Vector Machine for Classification , 2005, ADMA.
[17] Jorge J. Moré,et al. Digital Object Identifier (DOI) 10.1007/s101070100263 , 2001 .
[18] V. Vapnik. Estimation of Dependences Based on Empirical Data , 2006 .
[19] J. Platt. Sequential Minimal Optimization : A Fast Algorithm for Training Support Vector Machines , 1998 .