Cluster analysis (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Cluster analysis" in English language version.

refsWebsite

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39doi.org

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17semanticscholar.org

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10worldcat.org

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9psu.edu

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9nih.gov

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3arxiv.org

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2web.archive.org

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2handle.net

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2harvard.edu

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2jstor.org

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1berkeley.edu

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1neurips.cc

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1gsu.edu

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1hal.science

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1microsoft.com

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1du.edu

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1diva-portal.org

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1uni-heidelberg.de

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1oregonstate.edu

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1elsevier.com

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1aclanthology.org

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1uni-augsburg.de

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aclanthology.org (Global: low place; English: low place)

Rosenberg, Andrew, and Julia Hirschberg. "V-measure: A conditional entropy-based external cluster evaluation measure." Proceedings of the 2007 joint conference on empirical methods in natural language processing and computational natural language learning (EMNLP-CoNLL). 2007. pdf

arxiv.org (Global: 69^th place; English: 59^th place)

Kraskov, Alexander; Stögbauer, Harald; Andrzejak, Ralph G.; Grassberger, Peter (1 December 2003). "Hierarchical Clustering Based on Mutual Information". arXiv:q-bio/0311039.
Rand, W. M. (1971). "Objective criteria for the evaluation of clustering methods". Journal of the American Statistical Association. 66 (336). American Statistical Association: 846–850. arXiv:1704.01036. doi:10.2307/2284239. JSTOR 2284239.
Beregovskaya, Irina; Koroteev, Mikhail (2021). "Review of Clustering-Based Recommender Systems". arXiv:2109.12839 [cs.IR].

berkeley.edu (Global: 580^th place; English: 462^nd place)

dpg.lib.berkeley.edu

Driver and Kroeber (1932). "Quantitative Expression of Cultural Relationships". University of California Publications in American Archaeology and Ethnology. Quantitative Expression of Cultural Relationships. Berkeley, CA: University of California Press: 211–256. Archived from the original on 2020-12-06. Retrieved 2019-02-18.

cshlp.org (Global: low place; English: low place)

genome.cshlp.org

Botstein, David; Cox, David R.; Risch, Neil; Olshen, Richard; Curb, David; Dzau, Victor J.; Chen, Yii-Der I.; Hebert, Joan; Pesich, Robert (2001-07-01). "High-Throughput Genotyping with Single Nucleotide Polymorphisms". Genome Research. 11 (7): 1262–1268. doi:10.1101/gr.157801. ISSN 1088-9051. PMC 311112. PMID 11435409.

diva-portal.org (Global: 3,588^th place; English: 3,072^nd place)

Auffarth, B. (July 18–23, 2010). "Clustering by a Genetic Algorithm with Biased Mutation Operator". Wcci Cec. IEEE.

doi.org (Global: 2^nd place; English: 2^nd place)

Zubin, Joseph (1938). "A technique for measuring like-mindedness". The Journal of Abnormal and Social Psychology. 33 (4): 508–516. doi:10.1037/h0055441. ISSN 0096-851X.
Cattell, R. B. (1943). "The description of personality: Basic traits resolved into clusters". Journal of Abnormal and Social Psychology. 38 (4): 476–506. doi:10.1037/h0054116.
Estivill-Castro, Vladimir (20 June 2002). "Why so many clustering algorithms – A Position Paper". ACM SIGKDD Explorations Newsletter. 4 (1): 65–75. doi:10.1145/568574.568575. S2CID 7329935.
Gao, Caroline X.; Dwyer, Dominic; Zhu, Ye; Smith, Catherine L.; Du, Lan; Filia, Kate M.; Bayer, Johanna; Menssink, Jana M.; Wang, Teresa; Bergmeir, Christoph; Wood, Stephen; Cotton, Sue M. (2023-09-01). "An overview of clustering methods with guidelines for application in mental health research". Psychiatry Research. 327 115265. doi:10.1016/j.psychres.2023.115265. hdl:10481/84538. ISSN 0165-1781. PMID 37348404.
Sibson, R. (1973). "SLINK: an optimally efficient algorithm for the single-link cluster method" (PDF). The Computer Journal. 16 (1). British Computer Society: 30–34. doi:10.1093/comjnl/16.1.30.
Defays, D. (1977). "An efficient algorithm for a complete link method". The Computer Journal. 20 (4). British Computer Society: 364–366. doi:10.1093/comjnl/20.4.364.
Lloyd, S. (1982). "Least squares quantization in PCM". IEEE Transactions on Information Theory. 28 (2): 129–137. doi:10.1109/TIT.1982.1056489. S2CID 10833328.
Kriegel, Hans-Peter; Kröger, Peer; Sander, Jörg; Zimek, Arthur (2011). "Density-based Clustering". WIREs Data Mining and Knowledge Discovery. 1 (3): 231–240. doi:10.1002/widm.30. S2CID 36920706.
Achtert, E.; Böhm, C.; Kröger, P. (2006). "DeLi-Clu: Boosting Robustness, Completeness, Usability, and Efficiency of Hierarchical Clustering by a Closest Pair Ranking". Advances in Knowledge Discovery and Data Mining. Lecture Notes in Computer Science. Vol. 3918. pp. 119–128. CiteSeerX 10.1.1.64.1161. doi:10.1007/11731139_16. ISBN 978-3-540-33206-0.
Huang, Z. (1998). "Extensions to the k-means algorithm for clustering large data sets with categorical values". Data Mining and Knowledge Discovery. 2 (3): 283–304. doi:10.1023/A:1009769707641. S2CID 11323096.
Kriegel, Hans-Peter; Kröger, Peer; Zimek, Arthur (July 2012). "Subspace clustering". Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 2 (4): 351–364. doi:10.1002/widm.1057. S2CID 7241355.
Agrawal, R.; Gehrke, J.; Gunopulos, D.; Raghavan, P. (2005). "Automatic Subspace Clustering of High Dimensional Data". Data Mining and Knowledge Discovery. 11: 5–33. CiteSeerX 10.1.1.131.5152. doi:10.1007/s10618-005-1396-1. S2CID 9289572.
Achtert, E.; Böhm, C.; Kriegel, H.-P.; Kröger, P.; Müller-Gorman, I.; Zimek, A. (2006). "Finding Hierarchies of Subspace Clusters". Knowledge Discovery in Databases: PKDD 2006. Lecture Notes in Computer Science. Vol. 4213. pp. 446–453. CiteSeerX 10.1.1.705.2956. doi:10.1007/11871637_42. ISBN 978-3-540-45374-1.
Achtert, E.; Böhm, C.; Kriegel, H. P.; Kröger, P.; Müller-Gorman, I.; Zimek, A. (2007). "Detection and Visualization of Subspace Cluster Hierarchies". Advances in Databases: Concepts, Systems and Applications. Lecture Notes in Computer Science. Vol. 4443. pp. 152–163. CiteSeerX 10.1.1.70.7843. doi:10.1007/978-3-540-71703-4_15. ISBN 978-3-540-71702-7.
Achtert, E.; Böhm, C.; Kröger, P.; Zimek, A. (2006). "Mining Hierarchies of Correlation Clusters". 18th International Conference on Scientific and Statistical Database Management (SSDBM'06). pp. 119–128. CiteSeerX 10.1.1.707.7872. doi:10.1109/SSDBM.2006.35. ISBN 978-0-7695-2590-7. S2CID 2679909.
Böhm, C.; Kailing, K.; Kröger, P.; Zimek, A. (2004). "Computing Clusters of Correlation Connected objects". Proceedings of the 2004 ACM SIGMOD international conference on Management of data - SIGMOD '04. p. 455. CiteSeerX 10.1.1.5.1279. doi:10.1145/1007568.1007620. ISBN 978-1581138597. S2CID 6411037.
Achtert, E.; Bohm, C.; Kriegel, H. P.; Kröger, P.; Zimek, A. (2007). "On Exploring Complex Relationships of Correlation Clusters". 19th International Conference on Scientific and Statistical Database Management (SSDBM 2007). p. 7. CiteSeerX 10.1.1.71.5021. doi:10.1109/SSDBM.2007.21. ISBN 978-0-7695-2868-7. S2CID 1554722.
Meilă, Marina (2003). "Comparing Clusterings by the Variation of Information". Learning Theory and Kernel Machines. Lecture Notes in Computer Science. Vol. 2777. pp. 173–187. doi:10.1007/978-3-540-45167-9_14. ISBN 978-3-540-40720-1.
Frey, B. J.; Dueck, D. (2007). "Clustering by Passing Messages Between Data Points". Science. 315 (5814): 972–976. Bibcode:2007Sci...315..972F. CiteSeerX 10.1.1.121.3145. doi:10.1126/science.1136800. PMID 17218491. S2CID 6502291.
Pfitzner, Darius; Leibbrandt, Richard; Powers, David (2009). "Characterization and evaluation of similarity measures for pairs of clusterings". Knowledge and Information Systems. 19 (3). Springer: 361–394. doi:10.1007/s10115-008-0150-6. S2CID 6935380.
Dunn, J. (1974). "Well separated clusters and optimal fuzzy partitions". Journal of Cybernetics. 4: 95–104. doi:10.1080/01969727408546059.
Peter J. Rousseeuw (1987). "Silhouettes: A graphical aid to the interpretation and validation of cluster analysis". Journal of Computational and Applied Mathematics. 20: 53–65. doi:10.1016/0377-0427(87)90125-7.
Pourrajabi, M.; Moulavi, D.; Campello, R. J. G. B.; Zimek, A.; Sander, J.; Goebel, R. (2014). "Model Selection for Semi-Supervised Clustering". Proceedings of the 17th International Conference on Extending Database Technology (EDBT). pp. 331–342. doi:10.5441/002/edbt.2014.31.
Rand, W. M. (1971). "Objective criteria for the evaluation of clustering methods". Journal of the American Statistical Association. 66 (336). American Statistical Association: 846–850. arXiv:1704.01036. doi:10.2307/2284239. JSTOR 2284239.
Fowlkes, E. B.; Mallows, C. L. (1983). "A Method for Comparing Two Hierarchical Clusterings". Journal of the American Statistical Association. 78 (383): 553–569. doi:10.1080/01621459.1983.10478008. JSTOR 2288117.
Arabie, P. (1985). "Comparing partitions". Journal of Classification. 2 (1): 1985. doi:10.1007/BF01908075. S2CID 189915041.
Wallace, D. L. (1983). "Comment". Journal of the American Statistical Association. 78 (383): 569–579. doi:10.1080/01621459.1983.10478009.
Luna-Romera, José María; Martínez-Ballesteros, María; García-Gutiérrez, Jorge; Riquelme, José C. (June 2019). "External clustering validity index based on chi-squared statistical test". Information Sciences. 487: 1–17. doi:10.1016/j.ins.2019.02.046. hdl:11441/132081. S2CID 93003939.
Hopkins, Brian; Skellam, John Gordon (1954). "A new method for determining the type of distribution of plant individuals". Annals of Botany. 18 (2). Annals Botany Co: 213–227. doi:10.1093/oxfordjournals.aob.a083391.
Banerjee, A. (2004). "Validating clusters using the Hopkins statistic". 2004 IEEE International Conference on Fuzzy Systems (IEEE Cat. No.04CH37542). Vol. 1. pp. 149–153. doi:10.1109/FUZZY.2004.1375706. ISBN 978-0-7803-8353-1. S2CID 36701919.
Johnson, Stephen C. (1967-09-01). "Hierarchical clustering schemes". Psychometrika. 32 (3): 241–254. doi:10.1007/BF02289588. ISSN 1860-0980. PMID 5234703. S2CID 930698.
Hartuv, Erez; Shamir, Ron (2000-12-31). "A clustering algorithm based on graph connectivity". Information Processing Letters. 76 (4): 175–181. doi:10.1016/S0020-0190(00)00142-3. ISSN 0020-0190.
Remm, Maido; Storm, Christian E. V.; Sonnhammer, Erik L. L. (2001-12-14). "Automatic clustering of orthologs and in-paralogs from pairwise species comparisons11Edited by F. Cohen". Journal of Molecular Biology. 314 (5): 1041–1052. doi:10.1006/jmbi.2000.5197. ISSN 0022-2836. PMID 11743721.
Botstein, David; Cox, David R.; Risch, Neil; Olshen, Richard; Curb, David; Dzau, Victor J.; Chen, Yii-Der I.; Hebert, Joan; Pesich, Robert (2001-07-01). "High-Throughput Genotyping with Single Nucleotide Polymorphisms". Genome Research. 11 (7): 1262–1268. doi:10.1101/gr.157801. ISSN 1088-9051. PMC 311112. PMID 11435409.
Filipovych, Roman; Resnick, Susan M.; Davatzikos, Christos (2011). "Semi-supervised Cluster Analysis of Imaging Data". NeuroImage. 54 (3): 2185–2197. doi:10.1016/j.neuroimage.2010.09.074. PMC 3008313. PMID 20933091.
Di Marco, Antonio; Navigli, Roberto (2013). "Clustering and Diversifying Web Search Results with Graph-Based Word Sense Induction". Computational Linguistics. 39 (3): 709–754. doi:10.1162/COLI_a_00148. S2CID 1775181.
Basak, S.C.; Magnuson, V.R.; Niemi, C.J.; Regal, R.R. (1988). "Determining Structural Similarity of Chemicals Using Graph Theoretic Indices". Discr. Appl. Math. 19 (1–3): 17–44. doi:10.1016/0166-218x(88)90004-2.
Huth, R.; et al. (2008). "Classifications of Atmospheric Circulation Patterns: Recent Advances and Applications" (PDF). Ann. N.Y. Acad. Sci. 1146 (1): 105–152. Bibcode:2008NYASA1146..105H. doi:10.1196/annals.1446.019. PMID 19076414. S2CID 22655306.
Arnott, Robert D. (1980-11-01). "Cluster Analysis and Stock Price Comovement". Financial Analysts Journal. 36 (6): 56–62. doi:10.2469/faj.v36.n6.56. ISSN 0015-198X.

du.edu (Global: 9,263^rd place; English: 6,521^st place)

cs.du.edu

Tian Zhang, Raghu Ramakrishnan, Miron Livny. "An Efficient Data Clustering Method for Very Large Databases." In: Proc. Int'l Conf. on Management of Data, ACM SIGMOD, pp. 103–114.

elsevier.com (Global: 610^th place; English: 704^th place)

linkinghub.elsevier.com

Luna-Romera, José María; Martínez-Ballesteros, María; García-Gutiérrez, Jorge; Riquelme, José C. (June 2019). "External clustering validity index based on chi-squared statistical test". Information Sciences. 487: 1–17. doi:10.1016/j.ins.2019.02.046. hdl:11441/132081. S2CID 93003939.

gsu.edu (Global: 1,911^th place; English: 1,817^th place)

cs.gsu.edu

Sibson, R. (1973). "SLINK: an optimally efficient algorithm for the single-link cluster method" (PDF). The Computer Journal. 16 (1). British Computer Society: 30–34. doi:10.1093/comjnl/16.1.30.

hal.science (Global: low place; English: low place)

Lloyd, S. (1982). "Least squares quantization in PCM". IEEE Transactions on Information Theory. 28 (2): 129–137. doi:10.1109/TIT.1982.1056489. S2CID 10833328.

handle.net (Global: 102^nd place; English: 76^th place)

hdl.handle.net

Gao, Caroline X.; Dwyer, Dominic; Zhu, Ye; Smith, Catherine L.; Du, Lan; Filia, Kate M.; Bayer, Johanna; Menssink, Jana M.; Wang, Teresa; Bergmeir, Christoph; Wood, Stephen; Cotton, Sue M. (2023-09-01). "An overview of clustering methods with guidelines for application in mental health research". Psychiatry Research. 327 115265. doi:10.1016/j.psychres.2023.115265. hdl:10481/84538. ISSN 0165-1781. PMID 37348404.
Luna-Romera, José María; Martínez-Ballesteros, María; García-Gutiérrez, Jorge; Riquelme, José C. (June 2019). "External clustering validity index based on chi-squared statistical test". Information Sciences. 487: 1–17. doi:10.1016/j.ins.2019.02.046. hdl:11441/132081. S2CID 93003939.

harvard.edu (Global: 18^th place; English: 17^th place)

ui.adsabs.harvard.edu

Frey, B. J.; Dueck, D. (2007). "Clustering by Passing Messages Between Data Points". Science. 315 (5814): 972–976. Bibcode:2007Sci...315..972F. CiteSeerX 10.1.1.121.3145. doi:10.1126/science.1136800. PMID 17218491. S2CID 6502291.
Huth, R.; et al. (2008). "Classifications of Atmospheric Circulation Patterns: Recent Advances and Applications" (PDF). Ann. N.Y. Acad. Sci. 1146 (1): 105–152. Bibcode:2008NYASA1146..105H. doi:10.1196/annals.1446.019. PMID 19076414. S2CID 22655306.

jstor.org (Global: 26^th place; English: 20^th place)

Rand, W. M. (1971). "Objective criteria for the evaluation of clustering methods". Journal of the American Statistical Association. 66 (336). American Statistical Association: 846–850. arXiv:1704.01036. doi:10.2307/2284239. JSTOR 2284239.
Fowlkes, E. B.; Mallows, C. L. (1983). "A Method for Comparing Two Hierarchical Clusterings". Journal of the American Statistical Association. 78 (383): 553–569. doi:10.1080/01621459.1983.10478008. JSTOR 2288117.

microsoft.com (Global: 153^rd place; English: 151^st place)

academic.research.microsoft.com

Microsoft academic search: most cited data mining articles Archived 2010-04-21 at the Wayback Machine: DBSCAN is on rank 24, when accessed on: 4/18/2010

neurips.cc (Global: low place; English: low place)

proceedings.neurips.cc

Kleinberg, Jon (2002). An Impossibility Theorem for Clustering (PDF). Advances in Neural Information Processing Systems. Vol. 15. MIT Press.

nih.gov (Global: 4^th place; English: 4^th place)

pubmed.ncbi.nlm.nih.gov

Gao, Caroline X.; Dwyer, Dominic; Zhu, Ye; Smith, Catherine L.; Du, Lan; Filia, Kate M.; Bayer, Johanna; Menssink, Jana M.; Wang, Teresa; Bergmeir, Christoph; Wood, Stephen; Cotton, Sue M. (2023-09-01). "An overview of clustering methods with guidelines for application in mental health research". Psychiatry Research. 327 115265. doi:10.1016/j.psychres.2023.115265. hdl:10481/84538. ISSN 0165-1781. PMID 37348404.
Frey, B. J.; Dueck, D. (2007). "Clustering by Passing Messages Between Data Points". Science. 315 (5814): 972–976. Bibcode:2007Sci...315..972F. CiteSeerX 10.1.1.121.3145. doi:10.1126/science.1136800. PMID 17218491. S2CID 6502291.
Johnson, Stephen C. (1967-09-01). "Hierarchical clustering schemes". Psychometrika. 32 (3): 241–254. doi:10.1007/BF02289588. ISSN 1860-0980. PMID 5234703. S2CID 930698.
Remm, Maido; Storm, Christian E. V.; Sonnhammer, Erik L. L. (2001-12-14). "Automatic clustering of orthologs and in-paralogs from pairwise species comparisons11Edited by F. Cohen". Journal of Molecular Biology. 314 (5): 1041–1052. doi:10.1006/jmbi.2000.5197. ISSN 0022-2836. PMID 11743721.
Botstein, David; Cox, David R.; Risch, Neil; Olshen, Richard; Curb, David; Dzau, Victor J.; Chen, Yii-Der I.; Hebert, Joan; Pesich, Robert (2001-07-01). "High-Throughput Genotyping with Single Nucleotide Polymorphisms". Genome Research. 11 (7): 1262–1268. doi:10.1101/gr.157801. ISSN 1088-9051. PMC 311112. PMID 11435409.
Filipovych, Roman; Resnick, Susan M.; Davatzikos, Christos (2011). "Semi-supervised Cluster Analysis of Imaging Data". NeuroImage. 54 (3): 2185–2197. doi:10.1016/j.neuroimage.2010.09.074. PMC 3008313. PMID 20933091.
Huth, R.; et al. (2008). "Classifications of Atmospheric Circulation Patterns: Recent Advances and Applications" (PDF). Ann. N.Y. Acad. Sci. 1146 (1): 105–152. Bibcode:2008NYASA1146..105H. doi:10.1196/annals.1446.019. PMID 19076414. S2CID 22655306.

ncbi.nlm.nih.gov

Botstein, David; Cox, David R.; Risch, Neil; Olshen, Richard; Curb, David; Dzau, Victor J.; Chen, Yii-Der I.; Hebert, Joan; Pesich, Robert (2001-07-01). "High-Throughput Genotyping with Single Nucleotide Polymorphisms". Genome Research. 11 (7): 1262–1268. doi:10.1101/gr.157801. ISSN 1088-9051. PMC 311112. PMID 11435409.
Filipovych, Roman; Resnick, Susan M.; Davatzikos, Christos (2011). "Semi-supervised Cluster Analysis of Imaging Data". NeuroImage. 54 (3): 2185–2197. doi:10.1016/j.neuroimage.2010.09.074. PMC 3008313. PMID 20933091.

oregonstate.edu (Global: 2,041^st place; English: 1,331^st place)

eecs.oregonstate.edu

Färber, Ines; Günnemann, Stephan; Kriegel, Hans-Peter; Kröger, Peer; Müller, Emmanuel; Schubert, Erich; Seidl, Thomas; Zimek, Arthur (2010). "On Using Class-Labels in Evaluation of Clusterings" (PDF). In Fern, Xiaoli Z.; Davidson, Ian; Dy, Jennifer (eds.). MultiClust: Discovering, Summarizing, and Using Multiple Clusterings. ACM SIGKDD.

psu.edu (Global: 207^th place; English: 136^th place)

citeseerx.ist.psu.edu

Ankerst, Mihael; Breunig, Markus M.; Kriegel, Hans-Peter; Sander, Jörg (1999). "OPTICS: Ordering Points To Identify the Clustering Structure". ACM SIGMOD international conference on Management of data. ACM Press. pp. 49–60. CiteSeerX 10.1.1.129.6542.
Achtert, E.; Böhm, C.; Kröger, P. (2006). "DeLi-Clu: Boosting Robustness, Completeness, Usability, and Efficiency of Hierarchical Clustering by a Closest Pair Ranking". Advances in Knowledge Discovery and Data Mining. Lecture Notes in Computer Science. Vol. 3918. pp. 119–128. CiteSeerX 10.1.1.64.1161. doi:10.1007/11731139_16. ISBN 978-3-540-33206-0.
Agrawal, R.; Gehrke, J.; Gunopulos, D.; Raghavan, P. (2005). "Automatic Subspace Clustering of High Dimensional Data". Data Mining and Knowledge Discovery. 11: 5–33. CiteSeerX 10.1.1.131.5152. doi:10.1007/s10618-005-1396-1. S2CID 9289572.
Achtert, E.; Böhm, C.; Kriegel, H.-P.; Kröger, P.; Müller-Gorman, I.; Zimek, A. (2006). "Finding Hierarchies of Subspace Clusters". Knowledge Discovery in Databases: PKDD 2006. Lecture Notes in Computer Science. Vol. 4213. pp. 446–453. CiteSeerX 10.1.1.705.2956. doi:10.1007/11871637_42. ISBN 978-3-540-45374-1.
Achtert, E.; Böhm, C.; Kriegel, H. P.; Kröger, P.; Müller-Gorman, I.; Zimek, A. (2007). "Detection and Visualization of Subspace Cluster Hierarchies". Advances in Databases: Concepts, Systems and Applications. Lecture Notes in Computer Science. Vol. 4443. pp. 152–163. CiteSeerX 10.1.1.70.7843. doi:10.1007/978-3-540-71703-4_15. ISBN 978-3-540-71702-7.
Achtert, E.; Böhm, C.; Kröger, P.; Zimek, A. (2006). "Mining Hierarchies of Correlation Clusters". 18th International Conference on Scientific and Statistical Database Management (SSDBM'06). pp. 119–128. CiteSeerX 10.1.1.707.7872. doi:10.1109/SSDBM.2006.35. ISBN 978-0-7695-2590-7. S2CID 2679909.
Böhm, C.; Kailing, K.; Kröger, P.; Zimek, A. (2004). "Computing Clusters of Correlation Connected objects". Proceedings of the 2004 ACM SIGMOD international conference on Management of data - SIGMOD '04. p. 455. CiteSeerX 10.1.1.5.1279. doi:10.1145/1007568.1007620. ISBN 978-1581138597. S2CID 6411037.
Achtert, E.; Bohm, C.; Kriegel, H. P.; Kröger, P.; Zimek, A. (2007). "On Exploring Complex Relationships of Correlation Clusters". 19th International Conference on Scientific and Statistical Database Management (SSDBM 2007). p. 7. CiteSeerX 10.1.1.71.5021. doi:10.1109/SSDBM.2007.21. ISBN 978-0-7695-2868-7. S2CID 1554722.
Frey, B. J.; Dueck, D. (2007). "Clustering by Passing Messages Between Data Points". Science. 315 (5814): 972–976. Bibcode:2007Sci...315..972F. CiteSeerX 10.1.1.121.3145. doi:10.1126/science.1136800. PMID 17218491. S2CID 6502291.

semanticscholar.org (Global: 11^th place; English: 8^th place)

api.semanticscholar.org

Estivill-Castro, Vladimir (20 June 2002). "Why so many clustering algorithms – A Position Paper". ACM SIGKDD Explorations Newsletter. 4 (1): 65–75. doi:10.1145/568574.568575. S2CID 7329935.
Lloyd, S. (1982). "Least squares quantization in PCM". IEEE Transactions on Information Theory. 28 (2): 129–137. doi:10.1109/TIT.1982.1056489. S2CID 10833328.
Kriegel, Hans-Peter; Kröger, Peer; Sander, Jörg; Zimek, Arthur (2011). "Density-based Clustering". WIREs Data Mining and Knowledge Discovery. 1 (3): 231–240. doi:10.1002/widm.30. S2CID 36920706.
Huang, Z. (1998). "Extensions to the k-means algorithm for clustering large data sets with categorical values". Data Mining and Knowledge Discovery. 2 (3): 283–304. doi:10.1023/A:1009769707641. S2CID 11323096.
Kriegel, Hans-Peter; Kröger, Peer; Zimek, Arthur (July 2012). "Subspace clustering". Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 2 (4): 351–364. doi:10.1002/widm.1057. S2CID 7241355.
Agrawal, R.; Gehrke, J.; Gunopulos, D.; Raghavan, P. (2005). "Automatic Subspace Clustering of High Dimensional Data". Data Mining and Knowledge Discovery. 11: 5–33. CiteSeerX 10.1.1.131.5152. doi:10.1007/s10618-005-1396-1. S2CID 9289572.
Achtert, E.; Böhm, C.; Kröger, P.; Zimek, A. (2006). "Mining Hierarchies of Correlation Clusters". 18th International Conference on Scientific and Statistical Database Management (SSDBM'06). pp. 119–128. CiteSeerX 10.1.1.707.7872. doi:10.1109/SSDBM.2006.35. ISBN 978-0-7695-2590-7. S2CID 2679909.
Böhm, C.; Kailing, K.; Kröger, P.; Zimek, A. (2004). "Computing Clusters of Correlation Connected objects". Proceedings of the 2004 ACM SIGMOD international conference on Management of data - SIGMOD '04. p. 455. CiteSeerX 10.1.1.5.1279. doi:10.1145/1007568.1007620. ISBN 978-1581138597. S2CID 6411037.
Achtert, E.; Bohm, C.; Kriegel, H. P.; Kröger, P.; Zimek, A. (2007). "On Exploring Complex Relationships of Correlation Clusters". 19th International Conference on Scientific and Statistical Database Management (SSDBM 2007). p. 7. CiteSeerX 10.1.1.71.5021. doi:10.1109/SSDBM.2007.21. ISBN 978-0-7695-2868-7. S2CID 1554722.
Frey, B. J.; Dueck, D. (2007). "Clustering by Passing Messages Between Data Points". Science. 315 (5814): 972–976. Bibcode:2007Sci...315..972F. CiteSeerX 10.1.1.121.3145. doi:10.1126/science.1136800. PMID 17218491. S2CID 6502291.
Pfitzner, Darius; Leibbrandt, Richard; Powers, David (2009). "Characterization and evaluation of similarity measures for pairs of clusterings". Knowledge and Information Systems. 19 (3). Springer: 361–394. doi:10.1007/s10115-008-0150-6. S2CID 6935380.
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Luna-Romera, José María; Martínez-Ballesteros, María; García-Gutiérrez, Jorge; Riquelme, José C. (June 2019). "External clustering validity index based on chi-squared statistical test". Information Sciences. 487: 1–17. doi:10.1016/j.ins.2019.02.046. hdl:11441/132081. S2CID 93003939.
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Di Marco, Antonio; Navigli, Roberto (2013). "Clustering and Diversifying Web Search Results with Graph-Based Word Sense Induction". Computational Linguistics. 39 (3): 709–754. doi:10.1162/COLI_a_00148. S2CID 1775181.
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services.google.com (Global: low place; English: low place)

2022 Accelerate State of DevOps Report (PDF) (Report). Google Cloud's DevOps Research and Assessment (DORA). 29 September 2022. pp. 8, 14, 74.

uni-augsburg.de (Global: 9,325^th place; English: 9,314^th place)

opus.bibliothek.uni-augsburg.de

Huth, R.; et al. (2008). "Classifications of Atmospheric Circulation Patterns: Recent Advances and Applications" (PDF). Ann. N.Y. Acad. Sci. 1146 (1): 105–152. Bibcode:2008NYASA1146..105H. doi:10.1196/annals.1446.019. PMID 19076414. S2CID 22655306.

uni-heidelberg.de (Global: 1,681^st place; English: 2,023^rd place)

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Knowledge Discovery in Databases – Part III – Clustering (PDF), Heidelberg University, 2017{{citation}}: CS1 maint: location missing publisher (link)

web.archive.org (Global: 1^st place; English: 1^st place)

Driver and Kroeber (1932). "Quantitative Expression of Cultural Relationships". University of California Publications in American Archaeology and Ethnology. Quantitative Expression of Cultural Relationships. Berkeley, CA: University of California Press: 211–256. Archived from the original on 2020-12-06. Retrieved 2019-02-18.
Microsoft academic search: most cited data mining articles Archived 2010-04-21 at the Wayback Machine: DBSCAN is on rank 24, when accessed on: 4/18/2010

wiley.com (Global: 222^nd place; English: 297^th place)

wires.wiley.com

Kriegel, Hans-Peter; Kröger, Peer; Sander, Jörg; Zimek, Arthur (2011). "Density-based Clustering". WIREs Data Mining and Knowledge Discovery. 1 (3): 231–240. doi:10.1002/widm.30. S2CID 36920706.

worldcat.org (Global: 5^th place; English: 5^th place)

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Zubin, Joseph (1938). "A technique for measuring like-mindedness". The Journal of Abnormal and Social Psychology. 33 (4): 508–516. doi:10.1037/h0055441. ISSN 0096-851X.
Gao, Caroline X.; Dwyer, Dominic; Zhu, Ye; Smith, Catherine L.; Du, Lan; Filia, Kate M.; Bayer, Johanna; Menssink, Jana M.; Wang, Teresa; Bergmeir, Christoph; Wood, Stephen; Cotton, Sue M. (2023-09-01). "An overview of clustering methods with guidelines for application in mental health research". Psychiatry Research. 327 115265. doi:10.1016/j.psychres.2023.115265. hdl:10481/84538. ISSN 0165-1781. PMID 37348404.
Aggarwal, Charu C.; Reddy, Chandan K. (eds.). Data Clustering : Algorithms and Applications. ISBN 978-1-315-37351-5. OCLC 1110589522.
Feldman, Ronen; Sanger, James (2007-01-01). The Text Mining Handbook: Advanced Approaches in Analyzing Unstructured Data. Cambridge Univ. Press. ISBN 978-0521836579. OCLC 915286380.
Weiss, Sholom M.; Indurkhya, Nitin; Zhang, Tong; Damerau, Fred J. (2005). Text Mining: Predictive Methods for Analyzing Unstructured Information. Springer. ISBN 978-0387954332. OCLC 803401334.
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