The HPCLUS Procedure

References

• Fisher, R. A. (1936). “The Use of Multiple Measurements in Taxonomic Problems.” Annals of Eugenics 7:179–188.

• Huang, Z. (1997). “A Fast Clustering Algorithm to Cluster Very Large Categorical Data Sets in Data Mining.” In Proceedings of the SIGMOD Workshop on Research Issues on Data Mining and Knowledge Discovery, 1–8. New York: ACM Press.

• Lichman, M. (2013). “UCI Machine Learning Repository.” School of Information and Computer Sciences, University of California, Irvine. http://archive.ics.uci.edu/ml.

• Mezzich, J. E., and Solomon, H. (1980). Taxonomy and Behavioral Science. New York: Academic Press.

• Ng, M. K., Li, M. J., Huang, J. Z., and He, Z. (2007). “On the Impact of Dissimilarity Measure in k-Modes Clustering Algorithm.” IEEE Transactions on Pattern Analysis and Machine Intelligence 29:503–507.

• Sarle, W. S. (1983). Cubic Clustering Criterion. Technical Report A-108, SAS Institute Inc., Cary, NC.

• Tibshirani, R., Walther, G., and Hastie, T. (2001). “Estimating the Number of Clusters in a Dataset via the Gap Statistic.” Journal of the Royal Statistical Society, Series B 63:411–423.