SLIQ: A Fast Scalable Classifier for Data Mining.
Manish Mehta, Rakesh Agrawal, Jorma Rissanen:
SLIQ: A Fast Scalable Classifier for Data Mining.
EDBT 1996: 18-32@inproceedings{DBLP:conf/edbt/MehtaAR96,
author = {Manish Mehta 0002 and
Rakesh Agrawal and
Jorma Rissanen},
editor = {Peter M. G. Apers and
Mokrane Bouzeghoub and
Georges Gardarin},
title = {SLIQ: A Fast Scalable Classifier for Data Mining},
booktitle = {Advances in Database Technology - EDBT'96, 5th International
Conference on Extending Database Technology, Avignon, France,
March 25-29, 1996, Proceedings},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
volume = {1057},
year = {1996},
isbn = {3-540-61057-X},
pages = {18-32},
ee = {db/conf/edbt/MehtaAR96.html},
crossref = {DBLP:conf/edbt/96},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
BibTeX
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References
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Wadsworth 1984, ISBN 0-534-98053-8
BibTeX
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An Interval Classifier for Database Mining Applications.
VLDB 1992: 560-573 BibTeX
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- Manish Mehta, Jorma Rissanen, Rakesh Agrawal:
MDL-Based Decision Tree Pruning.
KDD 1995: 216-221 BibTeX
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- Donald Michie, David J. Spiegelhalter, C. C. Taylor:
Machine Learning, Neural and Statistical Classification.
Ellis Horwood 1994, ISBN 0-13-106360-X
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Inferring Decision Trees Using the Minimum Description Length Principle.
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C4.5: Programs for Machine Learning.
Morgan Kaufmann 1993, ISBN 1-55860-238-0
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Coding Decision Trees.
Machine Learning 11: 7-22(1993) BibTeX
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Computer Systems That Learn: Classification and Prediction Methods from Statistics, Neural Nets, Machine Learning and Expert Systems.
Morgan Kaufmann 1990, ISBN 1-55860-065-5
BibTeX
Referenced by
- Rakesh Agrawal, Ramakrishnan Srikant:
Privacy-Preserving Data Mining.
SIGMOD Conference 2000: 439-450
- Giovanni Giuffrida, Wesley W. Chu, Dominique M. Hanssens:
Mining Classification Rules from Datasets with Large Number of Many-Valued Attributes.
EDBT 2000: 335-349
- Johannes Gehrke, Venkatesh Ganti, Raghu Ramakrishnan, Wei-Yin Loh:
BOAT-Optimistic Decision Tree Construction.
SIGMOD Conference 1999: 169-180
- Venkatesh Ganti, Johannes Gehrke, Raghu Ramakrishnan:
A Framework for Measuring Changes in Data Characteristics.
PODS 1999: 126-137
- Mohammed Javeed Zaki, Ching-Tien Ho, Rakesh Agrawal:
Parallel Classification for Data Mining on Shared-Memory Multiprocessors.
ICDE 1999: 198-205
- Surajit Chaudhuri, Usama M. Fayyad, Jeff Bernhardt:
Scalable Classification over SQL Databases.
ICDE 1999: 470-479
- Philip S. Yu:
Data Mining and Personalization Technologies.
DASFAA 1999: 6-13
- Jiawei Han:
Towards On-Line Analytical Mining in Large Databases.
SIGMOD Record 27(1): 97-107(1998)
- Usama M. Fayyad:
Mining Databases: Towards Algorithms for Knowledge Discovery.
IEEE Data Eng. Bull. 21(1): 39-48(1998)
- Rajeev Rastogi, Kyuseok Shim:
PUBLIC: A Decision Tree Classifier that Integrates Building and Pruning.
VLDB 1998: 404-415
- Johannes Gehrke, Raghu Ramakrishnan, Venkatesh Ganti:
RainForest - A Framework for Fast Decision Tree Construction of Large Datasets.
VLDB 1998: 416-427
- Giovanni Giuffrida, Lee G. Cooper, Wesley W. Chu:
A Scalable Bottum-Up Data Mining Algorithm for Relational Databases.
SSDBM 1998: 206-209
- Soumen Chakrabarti, Byron Dom, Piotr Indyk:
Enhanced Hypertext Categorization Using Hyperlinks.
SIGMOD Conference 1998: 307-318
- Rakesh Agrawal, Johannes Gehrke, Dimitrios Gunopulos, Prabhakar Raghavan:
Automatic Subspace Clustering of High Dimensional Data for Data Mining Applications.
SIGMOD Conference 1998: 94-105
- Vladimir Novacek:
Data Mining Query Language for Object-Oriented Database.
ADBIS 1998: 278-283
- Yasuhiko Morimoto, Hiromu Ishii, Shinichi Morishita:
Efficient Construction of Regression Trees with Range and Region Splitting.
VLDB 1997: 166-175
- Jörg-Uwe Kietz, Ulrich Reimer, Martin Staudt:
Mining Insurance Data at Swiss Life.
VLDB 1997: 562-566
- Usama M. Fayyad:
Data Mining and Knowledge Discovery in Databases: Implications for Scientific Databases.
SSDBM 1997: 2-11
- Sergey Brin, Rajeev Motwani, Jeffrey D. Ullman, Shalom Tsur:
Dynamic Itemset Counting and Implication Rules for Market Basket Data.
SIGMOD Conference 1997: 255-264
- Brian Lent, Arun N. Swami, Jennifer Widom:
Clustering Association Rules.
ICDE 1997: 220-231
- Ming-Syan Chen, Jiawei Han, Philip S. Yu:
Data Mining: An Overview from a Database Perspective.
IEEE Trans. Knowl. Data Eng. 8(6): 866-883(1996)
- John C. Shafer, Rakesh Agrawal, Manish Mehta:
SPRINT: A Scalable Parallel Classifier for Data Mining.
VLDB 1996: 544-555
- Takeshi Fukuda, Yasuhiko Morimoto, Shinichi Morishita, Takeshi Tokuyama:
Constructing Efficient Decision Trees by Using Optimized Numeric Association Rules.
VLDB 1996: 146-155
- Takeshi Fukuda, Yasuhiko Morimoto, Shinichi Morishita, Takeshi Tokuyama:
Data Mining Using Two-Dimensional Optimized Accociation Rules: Scheme, Algorithms, and Visualization.
SIGMOD Conference 1996: 13-23
- Takeshi Fukuda, Yasuhiko Morimoto, Shinichi Morishita, Takeshi Tokuyama:
Mining Optimized Association Rules for Numeric Attributes.
PODS 1996: 182-191
BibTeX
ACM SIGMOD Anthology - DBLP:
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