| Scalable data mining with model constraints |
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ACM SIGKDD Explorations Newsletter
archive
Volume 2 , Issue 2 (December 2000)
table of contents
Special issue on “Scalable data mining algorithms”
Pages: 39 - 48
Year of Publication: 2000
ISSN:1931-0145
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Authors
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Minos Garofalakis
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Bell Labs, Lucent Technologies, 600 Mountain Avenue, Murray Hill, NJ
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Rajeev Rastogi
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Bell Labs, Lucent Technologies, 600 Mountain Avenue, Murray Hill, NJ
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| Bibliometrics |
Downloads (6 Weeks): 3, Downloads (12 Months): 30, Citation Count: 1
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REFERENCES
Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.
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[4] Leo Breiman, Jerome H. Friedman, Richard A. Olshen, and Charles J. Stone. "Classification and Regression Trees". Chapman & Hall, 1984.
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[8] Nir Friedman, Iftach Nachman, and Dana Peér. "Learning Bayesian Network Structure from Massive Datasets: The "Sparse Candidate" Algorithm". In Proc. of the 15th Annual Conference on Uncertainty in Artificial Intelligence , Stockholm, Sweden, August 1999.
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Minos Garofalakis , Dongjoon Hyun , Rajeev Rastogi , Kyuseok Shim, Efficient algorithms for constructing decision trees with constraints, Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, p.335-339, August 20-23, 2000, Boston, Massachusetts, United States
[doi> 10.1145/347090.347163]
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Johannes Gehrke , Venkatesh Ganti , Raghu Ramakrishnan , Wei-Yin Loh, BOAT—optimistic decision tree construction, Proceedings of the 1999 ACM SIGMOD international conference on Management of data, p.169-180, May 31-June 03, 1999, Philadelphia, Pennsylvania, United States
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Sudipto Guha , Rajeev Rastogi , Kyuseok Shim, CURE: an efficient clustering algorithm for large databases, Proceedings of the 1998 ACM SIGMOD international conference on Management of data, p.73-84, June 01-04, 1998, Seattle, Washington, United States
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[14] Manish Mehta, Jorma Rissanen, and Rakesh Agrawal. "MDL-based Decsion Tree Pruning". In Proc. of the 1st Intl. Conference on Knowledge Discovery and Data Mining, Montreal, Quebec, August 1995.
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Raymond T. Ng , Laks V. S. Lakshmanan , Jiawei Han , Alex Pang, Exploratory mining and pruning optimizations of constrained associations rules, Proceedings of the 1998 ACM SIGMOD international conference on Management of data, p.13-24, June 01-04, 1998, Seattle, Washington, United States
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P. Griffiths Selinger , M. M. Astrahan , D. D. Chamberlin , R. A. Lorie , T. G. Price, Access path selection in a relational database management system, Proceedings of the 1979 ACM SIGMOD international conference on Management of data, May 30-June 01, 1979, Boston, Massachusetts
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Jason Tsong-Li Wang , Gung-Wei Chirn , Thomas G. Marr , Bruce Shapiro , Dennis Shasha , Kaizhong Zhang, Combinatorial pattern discovery for scientific data: some preliminary results, Proceedings of the 1994 ACM SIGMOD international conference on Management of data, p.115-125, May 24-27, 1994, Minneapolis, Minnesota, United States
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