Hall, M., G. Holmes, and E. Frank. 1999. Generating rule sets from model trees. In
N. Y. Foo, editor,Proceedings of the Twelfth Australian Joint Conference on
Artificial Intelligence, Sydney, Australia. Berlin: Springer-Verlag, pp. 1–12.
Han, J., and M. Kamber. 2001.Data mining: Concepts and techniques.San Francisco:
Morgan Kaufmann.
Hand, D. J., H. Mannila, and P. Smyth. 2001.Principles of data mining.Cambridge,
MA: MIT Press.
Hartigan, J. A. 1975.Clustering algorithms.New York: John Wiley.
Hastie, T., and R. Tibshirani. 1998. Classification by pairwise coupling.Annals of
Statistics26(2):451–471.
Hastie, T., R. Tibshirani, and J. Friedman. 2001.The elements of statistical learning.
New York: Springer-Verlag.
Heckerman, D., D. Geiger, and D. M. Chickering. 1995. Learning Bayesian networks:
The combination of knowledge and statistical data. Machine Learning
20(3):197–243.
Hochbaum, D. S., and D. B. Shmoys. 1985. A best possible heuristic for the k-center
problem.Mathematics of Operations Research10(2):180–184.
Holmes, G., and C. G. Nevill-Manning. 1995. Feature selection via the discovery of
simple classification rules. In G. E. Lasker and X. Liu, editors,Proceedings of
the International Symposium on Intelligent Data Analysis. Baden-Baden,
Germany: International Institute for Advanced Studies in Systems Research
and Cybernetics, pp. 75–79.
Holmes, G., B. Pfahringer, R. Kirkby, E. Frank, and M. Hall. 2002. Multiclass alter-
nating decision trees. In T. Elomaa, H. Mannila, and H. Toivonen, editors,
Proceedings of the Thirteenth European Conference on Machine Learning,
Helsinki, Finland. Berlin: Springer-Verlag, pp. 161–172.
Holte, R. C. 1993. Very simple classification rules perform well on most commonly
used datasets.Machine Learning11:63–91.
Huffman, S. B. 1996. Learning information extraction patterns from examples. In
S. Wertmer, E. Riloff, and G. Scheler, editors,Connectionist, statistical, and sym-
bolic approaches to learning for natural language processing, Springer Verlag,
Berlin, pp. 246–260.
Jabbour, K., J. F. V. Riveros, D. Landsbergen, and W. Meyer. 1988. ALFA: Automated
load forecasting assistant.IEEE Transactions on Power Systems3(3):908–914.
John, G. H. 1995. Robust decision trees: Removing outliers from databases. In U.
M. Fayyad and R. Uthurusamy, editors,Proceedings of the First International494 REFERENCES
P088407-REF.qxd 4/30/05 11:24 AM Page 494