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An optimized support vector machine for lung cancer classification system. [PDF]

open access: yesFront Oncol
Oyediran MO   +4 more
europepmc   +1 more source
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Support vector machines in A+

ACM SIGAPL APL Quote Quad, 2004
This paper considers the implementation of Support Vector Machines (SVM), the new extensive class of data analysis methods. SVM have a number of advantages as compared with standard data mining techniques like artificial neural networks, for example. In the paper this methodology is described in details and implemented in A+ programming language in the
Alexander O. Skomorokhov   +1 more
openaire   +1 more source

Wavelet support vector machine [PDF]

open access: yesIEEE Transactions on Systems, Man, and Cybernetics, 2004
An admissible support vector (SV) kernel (the wavelet kernel), by which we can construct a wavelet support vector machine (SVM), is presented. The wavelet kernel is a kind of multidimensional wavelet function that can approximate arbitrary nonlinear functions. The existence of wavelet kernels is proven by results of theoretic analysis.
Li Zhang, Licheng Jiao, Weida Zhou
exaly   +4 more sources

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