articleTop 1% cited
An extensive comparative study of cluster validity indices
Pattern Recognition · 2012 · Vol. 46(1) · pp. 243–256
Olatz Arbelaitz(University of the Basque Country)Ibai Gurrutxaga✉(University of the Basque Country)Javier Muguerza(University of the Basque Country)Jesús M. Pérez(University of the Basque Country)Iñigo Perona(University of the Basque Country)
Advanced Clustering Algorithms ResearchComplex Network Analysis TechniquesSensory Analysis and Statistical MethodsCluster analysisComputer scienceCluster (spacecraft)Data miningIndex (typography)External validityArtificial intelligenceMachine learningStatisticsMathematics
Funding
- Eusko Jaurlaritza
Citations
1,336
FWCI
41.47
field-weighted impact
References
51
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100%
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Citations per year
References
Algorithms for Clustering Data
Technometrics · 1990 · 7,836 citations
A Cluster Separation Measure
IEEE Transactions on Pattern Analysis and Machine Intelligence · 1979 · 8,628 citations
Approximate Statistical Tests for Comparing Supervised Classification Learning Algorithms
Neural Computation · 1998 · 3,564 citations
UCI Machine Learning Repository
Medical Entomology and Zoology · 2007 · 24,290 citations
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