Probabilistic D-clustering


Ben-Israel A., Iyigun C.

JOURNAL OF CLASSIFICATION, cilt.25, ss.5-26, 2008 (SCI İndekslerine Giren Dergi) identifier identifier

  • Cilt numarası: 25 Konu: 1
  • Basım Tarihi: 2008
  • Doi Numarası: 10.1007/s00357-008-9002-z
  • Dergi Adı: JOURNAL OF CLASSIFICATION
  • Sayfa Sayıları: ss.5-26

Özet

We present a new iterative method for probabilistic clustering of data. Given clusters, their centers and the distances of data points from these centers, the probability of cluster membership at any point is assumed inversely proportional to the distance from (the center of) the cluster in question. This assumption is our working principle.