JOURNAL ARTICLE

Data Driven Similarity Measures for k-Means Like Clustering Algorithms

Jacob KoganMarc TeboulleCharles Nicholas

Year: 2005 Journal:   Information Retrieval Vol: 8 (2)Pages: 331-349   Publisher: Springer Science+Business Media
Keywords:
Cluster analysis Euclidean distance Algorithm Mathematics Similarity (geometry) Correlation clustering Entropy (arrow of time) Computer science Euclidean geometry CURE data clustering algorithm k-medians clustering Data mining Artificial intelligence

Metrics

20
Cited By
1.15
FWCI (Field Weighted Citation Impact)
15
Refs
0.82
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

Related Documents

JOURNAL ARTICLE

Data Mining Methods: K-Means Clustering Algorithms

Mohammad AnnasSiti Norida Wahab

Journal:   International Journal of Cyber and IT Service Management Year: 2023 Vol: 3 (1)Pages: 40-47
JOURNAL ARTICLE

Performance evaluation of similarity measures for K-means clustering algorithm

Dilawar UsmanSadiq Sani

Journal:   Bayero Journal of Pure and Applied Sciences Year: 2021 Vol: 12 (2)Pages: 144-148
JOURNAL ARTICLE

Improving Performance of Elastic K-Means Clustering using similarity Measures

Yogita K. Patil

Journal:   International Journal for Research in Applied Science and Engineering Technology Year: 2020 Vol: 8 (5)Pages: 250-255
© 2026 ScienceGate Book Chapters — All rights reserved.