Data Mining: Practical Machine Learning Tools and Techniques, Second Edition

(Brent) #1
editor,Proceedings of the Fourteenth International Conference on Machine
Learning, Nashville, TN. San Francisco: Morgan Kaufmann, pp. 322–330.
Scheffer, T. 2001. Finding association rules that trade support optimally against con-
fidence. In L. de Raedt and A. Siebes, editors,Proceedings of the Fifth European
Conference on Principles of Data Mining and Knowledge Discovery, Freiburg,
Germany. Berlin: Springer-Verlag, pp. 424–435.
Schölkopf, B., and A. J. Smola. 2002.Learning with kernels: Support vector machines,
regularization, optimization, and beyond. Cambridge, MA: MIT Press.
Schölkopf, B., P. Bartlett, A. J. Smola, and R. Williamson. 1999. Shrinking the tube:
A new support vector regression algorithm.Advances in Neural Information
Processing Systems, Vol. 11.Cambridge, MA: MIT Press, pp. 330–336.
Sebastiani, F. 2002. Machine learning in automated text categorization.ACM
Computing Surveys 34(1):1–47.
Seeger, M. 2001. Learning with labeled and unlabeled data. Technical Report,
Institute for Adaptive and Neural Computation, University of Edinburgh, UK.
Seewald, A. K. 2002. How to make stacking better and faster while also taking
care of an unknown weakness.Proceedings of the Nineteenth International
Conference on Machine Learning, Sydney, Australia. San Francisco: Morgan
Kaufmann, pp. 54–561.
Seewald, A. K., and J. Fürnkranz. 2001. An evaluation of grading classifiers. In F.
Hoffmann, D. J. Hand, N. M. Adams, D. H. Fisher, and G. Guimarães, editors,
Proceedings of the Fourth International Conference on Advances in Intelligent
Data Analysis, Cascais, Portugal. Berlin: Springer-Verlag, pp.115–124.
Shafer, R., R. Agrawal, and M. Metha. 1996. SPRINT: A scalable parallel classifier for
data mining. In T. M. Vijayaraman, A. P. Buchmann, C. Mohan, and N. L. Sarda,
editors, Proceedings of the Second International Conference on Very Large
Databases, Mumbai (Bombay), India. San Francisco: Morgan Kaufmann, pp.
544–555.
Shawe-Taylor, J., and N Cristianini. 2004.Kernel methods for pattern analysis.
Cambridge, UK: Cambridge University Press.
Smola, A. J., and B. Schölkopf. 2004. A tutorial on support vector regression.
Statistics and Computing14(3):199–222.
Soderland, S., D. Fisher, J. Aseltine, and W. Lehnert. 1995. Crystal: inducing a con-
ceptual dictionary.Proceedings of the Fourteenth International Joint Conference
on Artificial Intelligence, Montreal, Canada. Menlo Park, CA: AAAI Press, pp.
1314–1319
Stevens, S. S. 1946. On the theory of scales of measurement.Science103:677–680.

REFERENCES 501


P088407-REF.qxd 4/30/05 11:24 AM Page 501

Free download pdf