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- W2108611779 abstract "Tasks of data mining and information retrieval depend on a good distance function for measuring similarity between data instances. The most effective distance function must be formulated in a context-dependent (also application-, data-, and user-dependent) way. In this paper, we propose to learn a distance function by capturing the nonlinear relationships among contextual information provided by the application, data, or user. We show that through a process called the kernel trick, such nonlinear relationships can be learned efficiently in a projected space. Theoretically, we substantiate that our method is both sound and optimal. Empirically, using several datasets and applications, we demonstrate that our method is effective and useful." @default.
- W2108611779 created "2016-06-24" @default.
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- W2108611779 date "2005-01-01" @default.
- W2108611779 modified "2023-10-16" @default.
- W2108611779 title "Formulating distance functions via the kernel trick" @default.
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- W2108611779 doi "https://doi.org/10.1145/1081870.1081960" @default.
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