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Home > Computers > Artificial Intelligence > Support Vector Machines > Publications
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Computers > Artificial Intelligence > Support Vector Machines > Publications : Web Resources



Computers > Artificial Intelligence > Support Vector Machines > Publications : Web-Sites


1. A Tutorial on Support Vector Machines for Pattern Recognition [ Report dead link ]
By Christopher Burges. 1998. Several formats of document available.
http://citeseer.ist.psu.edu/burges98tutorial.html
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2. A Tutorial on v-Support Vector Machines [ Report dead link ]
PDF file.
http://www.csie.ntu.edu.tw/~cjlin/papers/nusvmtutorial.pdf
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3. An Introduction to Support Vector Machines [ Report dead link ]
First comprehensive introductory book to the field of Support Vector Machines, a novel machine learning algorithm.
http://www.support-vector.net
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4. Customization using Support Vector Machines for Information Retrieval [ Report dead link ]
PDF file. 2000.
http://research.nii.ac.jp/~aihara/images/aihara-sci2000.pdf
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5. Dimensionality Reduction via Sparse Support Vector Machines [ Report dead link ]
PDF file. Appears in Journal of Machine Learning Research. 2003.
http://www.jmlr.org/papers/volume3/bi03a/bi03a.pdf
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6. Hidden Markov Support Vector Machines [ Report dead link ]
PDF file. Appears in Proceedings of the 20th International Conference on Machine Learning (ICML 2003).
http://www.cs.brown.edu/people/th/papers/AltTsoHof-ICML2003.pdf
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7. Interior-Point Methods for Massive Support Vector Machines [ Report dead link ]
SIAM Journal on Optimization, Vol. 13, Iss. 3. Several formats of document available.
http://epubs.siam.org/sam-bin/dbq/article/37437
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8. Kerneltron: Support Vector 'Machine' in Silicon [ Report dead link ]
PDF file of paper to appear in IEEE Transactions on Neural Networks.
http://bach.ece.jhu.edu/pub/papers/tnn03_kerneltron.pdf
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9. Semi-Supervised Support Vector [ Report dead link ]
We introduce a semi-supervised support vector machine (S3VM) method.
http://www1.cs.columbia.edu/~dplewis/candidacy/bennett98semisupervised.pdf
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10. Statistical Learning Theory and Support Vector Machines [ Report dead link ]
Tutorial at ISCAS'2001.
http://bach.ece.jhu.edu/svm/iscas2001/
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Computers > Artificial Intelligence > Support Vector Machines > Publications : Web Resources

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