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Density-Based Distances: a New Approach for Evaluating Proximities Between Objects. Applications in Clustering and Discriminant Analysis

  • Rasson J
  • Roland F
DOI: 10.1007/978-3-540-73560-1_47
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Abstract

The aim of this paper is twofold. First it is shown that taking densities between objects into account to define proximities between them is intuitively a right way to process. Secondly, some new distances based on density estimates are defined and some properties...

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Rasson, J.-P., & Roland, F. (2007). Density-Based Distances: a New Approach for Evaluating Proximities Between Objects. Applications in Clustering and Discriminant Analysis (pp. 505–514). https://doi.org/10.1007/978-3-540-73560-1_47

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