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Correcting Jaccard and other similarity indices for chance agreement in cluster analysis

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  • Ahmed Albatineh
  • Magdalena Niewiadomska-Bugaj

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  • Ahmed Albatineh & Magdalena Niewiadomska-Bugaj, 2011. "Correcting Jaccard and other similarity indices for chance agreement in cluster analysis," Advances in Data Analysis and Classification, Springer;German Classification Society - Gesellschaft für Klassifikation (GfKl);Japanese Classification Society (JCS);Classification and Data Analysis Group of the Italian Statistical Society (CLADAG);International Federation of Classification Societies (IFCS), vol. 5(3), pages 179-200, October.
    • Handle: RePEc:spr:advdac:v:5:y:2011:i:3:p:179-200
    DOI: 10.1007/s11634-011-0090-y
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    References listed on IDEAS

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    1. Tom Snijders & Maarten Dormaar & Wijbrandt Schuur & Chantal Dijkman-Caes & Ger Driessen, 1990. "Distribution of some similarity coefficients for dyadic binary data in the case of associated attributes," Journal of Classification, Springer;The Classification Society, vol. 7(1), pages 5-31, March.
    2. Lawrence Hubert & Phipps Arabie, 1985. "Comparing partitions," Journal of Classification, Springer;The Classification Society, vol. 2(1), pages 193-218, December.
    3. Stephen Johnson, 1967. "Hierarchical clustering schemes," Psychometrika, Springer;The Psychometric Society, vol. 32(3), pages 241-254, September.
    4. Saxena, P. C. & Navaneetham, K., 1993. "Comparison of Chernoff-type face and non-graphical methods for clustering multivariate observations," Computational Statistics & Data Analysis, Elsevier, vol. 15(1), pages 63-79, January.
    5. Ahmed Albatineh & Magdalena Niewiadomska-Bugaj, 2011. "MCS: A Method for Finding the Number of Clusters," Journal of Classification, Springer;The Classification Society, vol. 28(2), pages 184-209, July.
    6. Ahmed N. Albatineh & Magdalena Niewiadomska-Bugaj & Daniel Mihalko, 2006. "On Similarity Indices and Correction for Chance Agreement," Journal of Classification, Springer;The Classification Society, vol. 23(2), pages 301-313, September.
    7. J. Gower & P. Legendre, 1986. "Metric and Euclidean properties of dissimilarity coefficients," Journal of Classification, Springer;The Classification Society, vol. 3(1), pages 5-48, March.
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    Cited by:

    1. Isabella Morlini & Sergio Zani, 2012. "Dissimilarity and similarity measures for comparing dendrograms and their applications," Advances in Data Analysis and Classification, Springer;German Classification Society - Gesellschaft für Klassifikation (GfKl);Japanese Classification Society (JCS);Classification and Data Analysis Group of the Italian Statistical Society (CLADAG);International Federation of Classification Societies (IFCS), vol. 6(2), pages 85-105, July.
    2. Antonio D’Ambrosio & Sonia Amodio & Carmela Iorio & Giuseppe Pandolfo & Roberta Siciliano, 2021. "Adjusted Concordance Index: an Extensionl of the Adjusted Rand Index to Fuzzy Partitions," Journal of Classification, Springer;The Classification Society, vol. 38(1), pages 112-128, April.
    3. Syed Anayet Karim & Mohd Shareduwan Mohd Kasihmuddin & Saratha Sathasivam & Mohd. Asyraf Mansor & Siti Zulaikha Mohd Jamaludin & Md Rabiol Amin, 2022. "A Novel Multi-Objective Hybrid Election Algorithm for Higher-Order Random Satisfiability in Discrete Hopfield Neural Network," Mathematics, MDPI, vol. 10(12), pages 1-41, June.
    4. Daniel Baier & Ines Daniel & Sarah Frost & Robert Naundorf, 2012. "Image data analysis and classification in marketing," Advances in Data Analysis and Classification, Springer;German Classification Society - Gesellschaft für Klassifikation (GfKl);Japanese Classification Society (JCS);Classification and Data Analysis Group of the Italian Statistical Society (CLADAG);International Federation of Classification Societies (IFCS), vol. 6(4), pages 253-276, December.
    5. Radu LIXANDROIU & Catalin MAICAN, 2014. "A Model for Comparing Free Cloud Platforms," Informatica Economica, Academy of Economic Studies - Bucharest, Romania, vol. 18(4), pages 40-49.

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