Accurate on-line v-support vector learning
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Bin Gu | Tao Xu | Jiandong Wang | Guansheng Zheng | Martin Yuecheng Yu | Yu-Fan Huang | Tao Xu | Bin Gu | Jiandong Wang | Guansheng Zheng | Martin Yuecheng Yu | Yufang Huang
[1] Robert Tibshirani,et al. The Entire Regularization Path for the Support Vector Machine , 2004, J. Mach. Learn. Res..
[2] Gert Cauwenberghs,et al. Incremental and Decremental Support Vector Machine Learning , 2000, NIPS.
[3] Klaus-Robert Müller,et al. Incremental Support Vector Learning: Analysis, Implementation and Applications , 2006, J. Mach. Learn. Res..
[4] Pavel Brazdil,et al. Proceedings of the European Conference on Machine Learning , 1993 .
[5] Nello Cristianini,et al. The Kernel-Adatron Algorithm: A Fast and Simple Learning Procedure for Support Vector Machines , 1998, ICML.
[6] Bernhard Schölkopf,et al. Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond , 2005, IEEE Transactions on Neural Networks.
[7] David R. Musicant,et al. Successive overrelaxation for support vector machines , 1999, IEEE Trans. Neural Networks.
[8] Chih-Jen Lin,et al. A tutorial on?-support vector machines , 2005 .
[9] Ji Zhu,et al. Computing the Solution Path for the Regularized Support Vector Regression , 2005, NIPS.
[10] Mario Martín,et al. On-Line Support Vector Machine Regression , 2002, ECML.
[11] Stefan Rüping,et al. Incremental Learning with Support Vector Machines , 2001, ICDM.
[12] Cheng-Chew Lim,et al. An Implementation of Training Dual-nu Support Vector Machines , 2005 .
[13] Mokhtar S. Bazaraa,et al. Nonlinear Programming: Theory and Algorithms , 1993 .
[14] P. Schönemann. On artificial intelligence , 1985, Behavioral and Brain Sciences.
[15] Koby Crammer,et al. Online Passive-Aggressive Algorithms , 2003, J. Mach. Learn. Res..
[16] A. Shashua,et al. Taxonomy of Large Margin Principle Algorithms for Ordinal Regression Problems , 2002 .
[17] Chih-Jen Lin,et al. Training v-Support Vector Classifiers: Theory and Algorithms , 2001, Neural Computation.
[18] Bin Gu,et al. On-line off-line Ranking Support Vector Machine and analysis , 2008, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).
[19] Arthur Gretton,et al. On-line one-class support vector machines. An application to signal segmentation , 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..
[20] Gang Wang,et al. A kernel path algorithm for support vector machines , 2007, ICML '07.
[21] Vladimir Vapnik,et al. Statistical learning theory , 1998 .
[22] Gert Cauwenberghs,et al. SVM incremental learning, adaptation and optimization , 2003, Proceedings of the International Joint Conference on Neural Networks, 2003..
[23] Bernhard Schölkopf,et al. New Support Vector Algorithms , 2000, Neural Computation.
[24] Bernhard Schölkopf,et al. A tutorial on ν-support vector machines: Research Articles , 2005 .