Graph-based semi-supervised Support Vector Data Description for novelty detection
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Trung Le | Wanli Ma | Dat Tran | Van Nguyen | Phuong Duong | Mi Dinh
[1] S. Sathiya Keerthi,et al. Deterministic annealing for semi-supervised kernel machines , 2006, ICML.
[2] Bernhard Schölkopf,et al. Cluster Kernels for Semi-Supervised Learning , 2002, NIPS.
[3] Thorsten Joachims,et al. Transductive Learning via Spectral Graph Partitioning , 2003, ICML.
[4] Alexander Zien,et al. Semi-Supervised Classification by Low Density Separation , 2005, AISTATS.
[5] Zoubin Ghahramani,et al. Nonparametric Transforms of Graph Kernels for Semi-Supervised Learning , 2004, NIPS.
[6] Alexander J. Smola,et al. Kernels and Regularization on Graphs , 2003, COLT.
[7] Jason Weston,et al. Large Scale Transductive SVMs , 2006, J. Mach. Learn. Res..
[8] S. Sathiya Keerthi,et al. Optimization Techniques for Semi-Supervised Support Vector Machines , 2008, J. Mach. Learn. Res..
[9] Chih-Jen Lin,et al. LIBSVM: A library for support vector machines , 2011, TIST.
[10] Chandan Srivastava,et al. Support Vector Data Description , 2011 .
[11] Tommi S. Jaakkola,et al. Partially labeled classification with Markov random walks , 2001, NIPS.
[12] Arik Azran,et al. The rendezvous algorithm: multiclass semi-supervised learning with Markov random walks , 2007, ICML '07.
[13] Thomas L. Griffiths,et al. Semi-Supervised Learning with Trees , 2003, NIPS.
[14] Thorsten Joachims,et al. Transductive Inference for Text Classification using Support Vector Machines , 1999, ICML.
[15] Corinna Cortes,et al. Support-Vector Networks , 1995, Machine Learning.
[16] John D. Lafferty,et al. Semi-supervised learning using randomized mincuts , 2004, ICML.
[17] Mikhail Belkin,et al. Laplacian Support Vector Machines Trained in the Primal , 2009, J. Mach. Learn. Res..
[18] Trung Le,et al. Kernel-based semi-supervised learning for novelty detection , 2014, 2014 International Joint Conference on Neural Networks (IJCNN).
[19] S. Marsland. Novelty Detection in Learning Systems , 2008 .
[20] Avrim Blum,et al. Learning from Labeled and Unlabeled Data using Graph Mincuts , 2001, ICML.
[21] Sameer A. Nene,et al. Columbia Object Image Library (COIL100) , 1996 .
[22] Colin Campbell,et al. A Linear Programming Approach to Novelty Detection , 2000, NIPS.
[23] Zoubin Ghahramani,et al. Combining active learning and semi-supervised learning using Gaussian fields and harmonic functions , 2003, ICML 2003.