A Global Approach to the Comparison of Clustering Results
Open Access
|Aug 2013References
- Bacelar-Nicolau H. (1980): Contributions to the Study of Comparison Coefficients in Cluster Analysis, PhD Th. (in Portuguese), Univ. Lisbon.
- Bacelar-Nicolau H. (1988): Two Probabilistic Models for Classification of Variables in Frequency Tables. In: Classification and Related Methods of Data Analysis, H.-H. Bock (ed.), North Holland: Elsevier Sciences Publishers B.V.: 181-186.
- Bacelar-Nicolau H. (2000): The Affinity Coefficient. In: Analysis of Symbolic Data Exploratory Methods for Extracting Statistical Information from Complex Data, H.H. Bock, E. Diday (Eds.), Springer: 160-165.
- Bacelar-Nicolau H., Nicolau F.C., Sousa A., Bacelar-Nicolau L. (2009): Measuring Similarity of Complex and Heterogeneous Data in Clustering of Large Data Sets. Biocybernetics and Biomedical Engineering 29(2): 9-18.
- Bacelar-Nicolau H., Nicolau F.C., Sousa A., Bacelar-Nicolau L. (2010): Clustering Complex Heterogeneous Data Using a Probabilistic Approach. Proceedings of Stochastic Modeling Techniques and Data Analysis International Conference (SMTDA2010), Chania Crete Greece, 8-11 June 2010 - published on the CD Proceedings of SMTDA2010 (electronic publication).
- Carvalho F., Souza R. (2009): Unsupervised Pattern Recognition Models for Mixed Feature-Type Symbolic Data. Pattern Recognition Letters 31(5): 430-443.
- Gordon A.D. (1999): Classification, 2nd. Chapman &Hall, London.
- Lerman I.C. (1981): Classification et Analyse Ordinale des Données. Dunod, Paris, 1981.
- Nicolau F.C. (1983): Cluster Analysis and Distribution Function. Meth. Oper. Res. 45: 431-433.
- Nicolau F.C., Bacelar-Nicolau H. (1998): Some Trends in the Classification of Variables. In: Data Science, Classification, and Related Methods, C. Hayashi, N. Ohsumi, K. Yajima, Y. Tanaka, H. H. Bock, Y. Baba (Eds.), Springer-Verlag: 89-98.
- Silva O., Bacelar-Nicolau H., Nicolau F.C. (2010): Global Approach for Evaluating the Quality of Clustering Results. In: Programme and Abstracts CFE 10 & ERCIM 10 (4th CSDA Intern. Conference on Computational and Financial Econometrics and 3rd Conference of the ERCIM Working Group on Computing and Statistics): 40.
- Silva O. (2011): Contributions for Comparing and Evaluating Partitions in Hierarchical Cluster Analysis. PhD. Th. (in Portuguese), Azores University.
DOI: https://doi.org/10.2478/bile-2013-0010 | Journal eISSN: 2199-577X (formerly 1896-3811) | Journal ISSN: 1896-3811
Language: English
Page range: 135 - 147
Published on: Aug 17, 2013
Published by: Polish Biometric Society
In partnership with: Paradigm Publishing Services
Keywords:
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© 2013 Osvaldo Silva, Helena Bacelar-Nicolau, Fernando C. Nicolau, published by Polish Biometric Society
This work is licensed under the Creative Commons License.