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en:software:recm [2009/04/22 14:30] – tdenoeux | en:software:recm [2009/04/22 14:31] – tdenoeux | ||
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====== Relational Evidential c-means ====== | ====== Relational Evidential c-means ====== | ||
- | A relational version | + | A relational version of the evidential c-means (ECM) algorithm. As ECM, it is based on the concept of credal partition, extending those of hard, fuzzy and possibilistic ones. To derive such a structure, a suitable objective function is minimized using an alternating optimization algorithm similar to the fuzzy or possibilistic c-means algorithms. In contrast to ECM, RECM takes as input a proximity matrix. The method is described in: |
M.-H. Masson and T. Denoeux. RECM: Relational Evidential c-means algorithm. Pattern Recognition Letters, Accepted for publication, | M.-H. Masson and T. Denoeux. RECM: Relational Evidential c-means algorithm. Pattern Recognition Letters, Accepted for publication, |