Scalable Classification over SQL Databases.

@inproceedings{DBLP:conf/icde/ChaudhuriFB99,
  author    = {Surajit Chaudhuri and
               Usama M. Fayyad and
               Jeff Bernhardt},
  title     = {Scalable Classification over SQL Databases},
  booktitle = {Proceedings of the 15th International Conference on Data Engineering,
               23-26 March 1999, Sydney, Austrialia},
  publisher = {IEEE Computer Society},
  year      = {1999},
  pages     = {470-479},
  ee        = {db/conf/icde/ChaudhuriFB99.html},
  crossref  = {DBLP:conf/icde/99},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

Abstract

Copyright © 1999 by The Institute of Electrical and Electronic Engineers, Inc. (IEEE). Abstract used with permission.

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References

[B*84]

Leo Breiman, J. H. Friedman, R. A. Olshen, C. J. Stone: Classification and Regression Trees. Wadsworth 1984, ISBN 0-534-98053-8

[CFB97]

...

[F94]

Usama M. Fayyad: Branching on Attribute Values in Decision Tree Generation. AAAI 1994: 601-606

[GC*97]

Jim Gray, Surajit Chaudhuri, Adam Bosworth, Andrew Layman, Don Reichart, Murali Venkatrao, Frank Pellow, Hamid Pirahesh: Data Cube: A Relational Aggregation Operator Generalizing Group-by, Cross-Tab, and Sub Totals. Data Min. Knowl. Discov. 1(1): 29-53(1997)

[GRG98]

Johannes Gehrke, Raghu Ramakrishnan, Venkatesh Ganti: RainForest - A Framework for Fast Decision Tree Construction of Large Datasets. VLDB 1998: 416-427

[MAR96]

Manish Mehta, Rakesh Agrawal, Jorma Rissanen: SLIQ: A Fast Scalable Classifier for Data Mining. EDBT 1996: 18-32

[Q93]

J. Ross Quinlan: C4.5: Programs for Machine Learning. Morgan Kaufmann 1993, ISBN 1-55860-238-0

[SAM96]

John C. Shafer, Rakesh Agrawal, Manish Mehta: SPRINT: A Scalable Parallel Classifier for Data Mining. VLDB 1996: 544-555