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    Chapter and Conference Paper

    Gene Selection Through Sensitivity Analysis of Support Vector Machines

    We present a novel approach to gene selection for microarry data through the sensitivity analysis of support vector machines (SVMs). A new measurement (sensitivity) is defined to quantify the saliencies of ind...

    Defeng Wang, Daniel S. Yeung, Eric C. C. Tsang, Lin Shi in Computational Life Sciences (2005)