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Tutorial Database Mining.

Rakesh Agrawal: Tutorial Database Mining. PODS 1994: 75-76
@inproceedings{DBLP:conf/pods/Agrawal94,
  author    = {Rakesh Agrawal},
  editor    = {Victor Vianu},
  title     = {Tutorial Database Mining},
  booktitle = {Proceedings of the Thirteenth ACM SIGACT-SIGMOD-SIGART Symposium
               on Principles of Database Systems, May 24-26, 1994, Minneapolis,
               Minnesota, USA},
  publisher = {ACM Press},
  year      = {1994},
  isbn      = {0-89791-642-5},
  pages     = {75-76},
  ee        = {http://doi.acm.org/10.1145/182591.182600, db/conf/pods/pods94-75.html},
  crossref  = {DBLP:conf/pods/94},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

Abstract

We view database mining as the efficient construction and verification of models of patterns embedded in large databases. Many of the database mining problems have been motivated by the practical decision support problems faced by most large retail organizations. In the Quest project at the IBM Almaden Research center, we have focussed on three classes of database mining problems involving classification, associations, and sequences. In this tutorial, I will draw upon my Quest experience to present my perspective of database mining, describe current work, and present some open problems.

Copyright © 1994 by the ACM, Inc., used by permission. Permission to make digital or hard copies is granted provided that copies are not made or distributed for profit or direct commercial advantage, and that copies show this notice on the first page or initial screen of a display along with the full citation.

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Printed Edition

Victor Vianu (Ed.): Proceedings of the Thirteenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, May 24-26, 1994, Minneapolis, Minnesota, USA. ACM Press 1994, ISBN 0-89791-642-5
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Online Edition: ACM Digital Library

[Abstract and Index Terms]
[Abstract in PDF Format, 121 KB]

References

[1]
Rakesh Agrawal, Tomasz Imielinski, Arun N. Swami: Database Mining: A Performance Perspective. IEEE Trans. Knowl. Data Eng. 5(6): 914-925(1993) CiteSeerX Google scholar pubzone.org BibTeX bibliographical record in XML
[2]
Rakesh Agrawal, Sakti P. Ghosh, Tomasz Imielinski, Balakrishna R. Iyer, Arun N. Swami: An Interval Classifier for Database Mining Applications. VLDB 1992: 560-573 CiteSeerX Google scholar pubzone.org BibTeX bibliographical record in XML
[3]
Rakesh Agrawal, Tomasz Imielinski, Arun N. Swami: Mining Association Rules between Sets of Items in Large Databases. SIGMOD Conference 1993: 207-216 CiteSeerX Google scholar pubzone.org BibTeX bibliographical record in XML
[4]
Rakesh Agrawal, Christos Faloutsos, Arun N. Swami: Efficient Similarity Search In Sequence Databases. FODO 1993: 69-84 CiteSeerX Google scholar pubzone.org BibTeX bibliographical record in XML
[5]
...
[6]
Ronald J. Brachman, Peter G. Selfridge, Loren G. Terveen, Boris Altman, Fern Halper, Thomas Kirk, Alan Lazar, Deborah L. McGuinness, Lori Alperin Resnick: Integrated Support for Data Archeology. Int. J. Cooperative Inf. Syst. 2(2): 159-185(1993) CiteSeerX Google scholar pubzone.org BibTeX bibliographical record in XML
[7]
...
[8]
...
[9]
...
[10]
...
[11]
...
[12]
...
[13]
Jiawei Han, Yandong Cai, Nick Cercone: Knowledge Discovery in Databases: An Attribute-Oriented Approach. VLDB 1992: 547-559 CiteSeerX Google scholar pubzone.org BibTeX bibliographical record in XML
[14]
Ravi Krishnamurthy, Tomasz Imielinski: Research Directions in Knowledge Discovery. SIGMOD Record 20(3): 76-78(1991) CiteSeerX Google scholar pubzone.org BibTeX bibliographical record in XML
[15]
...
[16]
...
[17]
...
[18]
Ryszard S. Michalski, Larry Kerschberg, Kenneth A. Kaufman, James S. Ribeiro: Mining for Knowledge in Databases: The INLEN Architecture, Initial Implementation and First Results. J. Intell. Inf. Syst. 1(1): 85-113(1992) CiteSeerX Google scholar pubzone.org BibTeX bibliographical record in XML
[19]
...
[20]
...
[21]
J. Ross Quinlan: Induction of Decision Trees. Machine Learning 1(1): 81-106(1986) CiteSeerX Google scholar pubzone.org BibTeX bibliographical record in XML
[22]
...
[23]
J. Ross Quinlan: C4.5: Programs for Machine Learning. Morgan Kaufmann 1993, ISBN 1-55860-238-0
CiteSeerX Google scholar pubzone.org BibTeX bibliographical record in XML
[24]
Gregory Piatetsky-Shapiro, William J. Frawley (Eds.): Knowledge Discovery in Databases. AAAI/MIT Press 1991, ISBN 0-262-62080-4
Contents CiteSeerX Google scholar pubzone.org BibTeX bibliographical record in XML
[25]
...
[26]
Michael Stonebraker, Rakesh Agrawal, Umeshwar Dayal, Erich J. Neuhold, Andreas Reuter: DBMS Research at a Crossroads: The Vienna Update. VLDB 1993: 688-692 CiteSeerX Google scholar pubzone.org BibTeX bibliographical record in XML
[27]
Shalom Tsur: Data Dredging. IEEE Data Eng. Bull. 13(4): 58-63(1990) CiteSeerX Google scholar pubzone.org BibTeX bibliographical record in XML

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