JOURNAL ARTICLE
A comparative study of efficient initialization methods for the k-means clustering algorithm
M. Emre CelebiHassan A. KingraviPatricio A. Vela
Year: 2012 Journal: Expert Systems with Applications Vol: 40 (1)Pages: 200-210 Publisher: Elsevier BV
Keywords:
Initialization Computer science Cluster analysis Gradient descent Algorithm Parametric statistics Data mining Machine learning Mathematics Statistics
Metrics
1164
Cited By
40.17
FWCI (Field Weighted Citation Impact)
92
Refs
1.00
Citation Normalized Percentile
Is in top 1%
Is in top 10%
Citation History
Topics
Advanced Clustering Algorithms Research
Physical Sciences → Computer Science → Artificial Intelligence
Face and Expression Recognition
Physical Sciences → Computer Science → Computer Vision and Pattern Recognition
Bayesian Methods and Mixture Models
Physical Sciences → Computer Science → Artificial Intelligence
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