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https://www.amazon.com/Introduction-Support-Machines-Kernel-based-Learning/dp/0521780195
An Introduction to Support Vector Machines and Other Kernel-based Learning Methods [Nello Cristianini, John Shawe-Taylor] on Amazon.com. *FREE* shipping on qualifying offers. This is the first comprehensive introduction to Support Vector Machines (SVMs), a new generation learning system based on recent advances in statistical learning theory.Cited by: 20630
https://en.wikipedia.org/wiki/Support-vector_machine
Support-vector machine weights have also been used to interpret SVM models in the past. Posthoc interpretation of support-vector machine models in order to identify features used by the model to make predictions is a relatively new area of research with special significance in the biological sciences. History
https://www.amazon.com/Introduction-Support-Machines-Kernel-based-Learning-ebook/dp/B00AKE1PR8
Aug 02, 2015 · Amazon.com: An Introduction to Support Vector Machines and Other Kernel-based Learning Methods eBook: Nello Cristianini, John Shawe-Taylor: Kindle Store Skip to main content ... and are now established as one of the standard tools for machine learning and data mining. Students will find the book both stimulating and accessible, while ...3.8/5(10)
https://b-ok.org/book/460029/bb90cc/
An Introduction to Support Vector Machines and Other Kernel-based Learning Methods Nello Cristianini, John Shawe-Taylor. This is the first comprehensive introduction to SVMs, a new generation learning system based on recent advances in statistical learning theory; it will help readers understand the theory and its real-world applications. ...
http://www.support-vector-machines.org/SVM_book.html
SVM, support vector machines, SVMC, support vector machines classification, SVMR, support vector machines regression, kernel, machine learning, pattern recognition ...
https://pdfs.semanticscholar.org/3e82/5b4d4ca9f0405d7759c15fc10c702f26a2ec.pdf
An Introduction to Support Vector Machines and Other Kernel-Based Learning Methods A Review Tong Zhang An Introduction to Support Vector Machines and Other Kernel-Based Learning Methods, Nello Cristianini and John Shawe-Taylor, Cambridge University Press, Cambridge, U.K., 2000, 189 pp., ISBN 0-521-78019-5. need to include nonlinear feature ...
http://www.isis.ecs.soton.ac.uk/resources/svminfo/
A book, Support Vector Machines by Nello Cristianini. Research Links. Kernel-Machines.org; Publications. A comprehensive bibliography of SVM papers is maintained by Alex Smola and Bernhard Schölkopf. Software. MATLAB Support Vector Machine Toolbox The toolbox provides routines for support vector classification and support vector regression.
http://www.cs.columbia.edu/~kathy/cs4701/documents/jason_svm_tutorial.pdf
2 Support Vector Machines: history II Centralized website: www.kernel-machines.org. Several textbooks, e.g. ”An introduction to Support Vector Machines” by Cristianini and Shawe-Taylor is one. A large and diverse community work on them: from machine learning, optimization, statistics, neural networks, functional analysis, etc.
https://www.cambridge.org/core/books/an-introduction-to-support-vector-machines-and-other-kernel-based-learning-methods/A6A6F4084056A4B23F88648DDBFDD6FC
Cambridge Core - Computational Biology and Bioinformatics - An Introduction to Support Vector Machines and Other Kernel-based Learning Methods - by Nello Cristianini. Skip to main content. We use cookies to distinguish you from other users and to provide you with a better experience on our websites.Cited by: 20630
https://academic.oup.com/bioinformatics/article/16/10/906/223564
Oct 01, 2000 · Support vector machine classification and validation of cancer tissue samples using microarray expression data ... Nello Cristianini, Nigel Duffy, David W. Bednarski, Michèl Schummer, David Haussler, Support vector machine classification and validation of cancer tissue samples ... We have developed a new method to analyse this kind of data ...Cited by: 2779
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