Improving CLOPE’s Profit Value and Stability with an Optimized Agglomerative Approach

CLOPE (Clustering with sLOPE) is a simple and fast histogram-based clustering algorithm for categorical data. However, given the same data set with the same input parameter, the clustering results by this algorithm would possibly be different if the transactions are input in a different sequence. In...

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Bibliographic Details
Main Authors: Yefeng Li, Jiajin Le, Mei Wang
Format: Article
Language:English
Published: MDPI AG 2015-06-01
Series:Algorithms
Subjects:
Online Access:http://www.mdpi.com/1999-4893/8/3/380