Extensive Analysis on Generation and Consensus Mechanisms of Clustering Ensemble: A Survey
نویسندگان
چکیده
منابع مشابه
A Survey : Clustering Ensemble Techniques with Consensus Function
The clustering ensembles contains multiple partitions are divided by different clustering algorithms into a single clustering solutions. Clustering ensembles used for improving robustness, stability, and accuracy of unsupervised classification solutions. The major problem of clustering ensemble is the consensus function. Consensus functions in clustering ensembles including hyperactive graph pa...
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15 صفحه اولA Survey of Clustering Ensemble Algorithms
Cluster ensemble has proved to be a good alternative when facing cluster analysis problems. It consists of generating a set of clusterings from the same dataset and combining them into a ̄nal clustering. The goal of this combination process is to improve the quality of individual data clusterings. Due to the increasing appearance of new methods, their promising results and the great number of ap...
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ژورنال
عنوان ژورنال: International Journal of Electrical and Computer Engineering (IJECE)
سال: 2018
ISSN: 2088-8708,2088-8708
DOI: 10.11591/ijece.v8i4.pp2351-2357