Online updating of active function cross-entropy clustering
نویسندگان
چکیده
منابع مشابه
Cross-entropy clustering
We build a general and highly applicable clustering theory, which we call cross-entropy clustering (shortly CEC) which joins advantages of classical kmeans (easy implementation and speed) with those of EM (affine invariance and ability to adapt to clusters of desired shapes). Moreover, contrary to k-means and EM, CEC finds the optimal number of clusters by automatically removing groups which ca...
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ژورنال
عنوان ژورنال: Pattern Analysis and Applications
سال: 2018
ISSN: 1433-7541,1433-755X
DOI: 10.1007/s10044-018-0701-8