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  1. No Access

    Chapter and Conference Paper

    Fuzzy Kernel Ridge Regression for Classification

    We present a robust version of kernel ridge regression for classification, which can gracefully handle outliers. We first show that the ridge regression can be reduced to the proximal support vector machine (P...

    YoungSik Choi, JiSung Noh in Adaptive and Natural Computing Algorithms (2007)

  2. No Access

    Chapter and Conference Paper

    Relevance Feedback for Content-Based Image Retrieval Using Proximal Support Vector Machine

    In this paper, we present a novel relevance feedback algorithm for content-based image retrieval using the PSVM (Proximal Support Vector Machine). The PSVM seeks to find the optimal separating hyperplane by “r...

    YoungSik Choi, JiSung Noh in Computational Science and Its Applications – ICCSA 2004 (2004)