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A New SQL-like Operator for Mining Association Rules

Published: 03 September 1996 Publication History

Abstract

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References

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{1} Rakesh Agrawal, Christos Faloutsos, Arun N. Swami: Efficient Similarity Search In Sequence Databases. FODO 1993: 69-84.
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{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.
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{3} Rakesh Agrawal, Tomasz Imielinski, Arun N. Swami: Mining Association Rules between Sets of Items in Large Databases. SIGMOD Conference 1993: 207-216.
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{4} Rakesh Agrawal, King-Ip Lin, Harpreet S. Sawhney, Kyuseok Shim: Fast Similarity Search in the Presence of Noise, Scaling, and Translation in Time-Series Databases. VLDB 1995: 490-501.
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{5} R. Agrawal, H. Mannila, R. Srikant, H. Toivonen, and A. Inkeri Verkamo. Fast discovery of association rules. In Padhraic Smyth Usama M. Fayyad, G. Piatetsky-Shapiro and Ramasamy Uthurusamy (Eds), editors, Knowledge Discovery in Databases, volume 2. AAAI/MIT Press, Santiago, Chile, September 1995.
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{6} Rakesh Agrawal, Giuseppe Psaila, Edward L. Wimmers, Mohamed Zaït: Querying Shapes of Histories. VLDB 1995: 502-514.
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{7} Rakesh Agrawal, Ramakrishnan Srikant: Fast Algorithms for Mining Association Rules in Large Databases. VLDB 1994: 487-499.
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{8} Rakesh Agrawal, Ramakrishnan Srikant: Mining Sequential Patterns. ICDE 1995: 3-14.
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{9} Paolo Atzeni, Valeria De Antonellis: Relational Database Theory. Benjamin/Cummings 1993, ISBN 0-8053-0249-2.
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{10} Christos Faloutsos, M. Ranganathan, Yannis Manolopoulos: Fast Subsequence Matching in Time-Series Databases. SIGMOD Conference 1994: 419-429.
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{11} Jim Gray, Adam Bosworth, Andrew Layman, Hamid Pirahesh: Data Cube: A Relational Aggregation Operator Generalizing Group-By, Cross-Tab, and Sub-Total. ICDE 1996: 152-159.
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{12} Jiawei Han, Yongjian Fu: Discovery of Multiple-Level Association Rules from Large Databases. VLDB 1995: 420- 431.
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{13} Maurice A. W. Houtsma, Arun N. Swami: Set-Oriented Mining for Association Rules in Relational Databases. ICDE 1995: 25-33.
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{14} M. A. W. Houtsma and A. Swami. Set-oriented mining in relational databases. Data and Knowledge Engineering, To Appear 1996.
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{15} Jong Soo Park, Ming-Syan Chen, Philip S. Yu: An Effective Hash Based Algorithm for Mining Association Rules. SIGMOD Conference 1995: 175-186.
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{16} Ramakrishnan Srikant, Rakesh Agrawal: Mining Generalized Association Rules. VLDB 1995: 407-419.
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{17} R. Srikant and R. Agrawal. Mining generalized association rules. Technical Report RJ 9963, IBM Almaden Research Center, San Jose, California, June 1995.
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{18} Jeffrey D. Ullman: Principles of Database and Knowledge-Base Systems, Volume I. Computer Science Press 1988, ISBN 0-7167-8158-1.
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{19} Sholom M. Weiss, Casimir A. Kulikowski: 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.

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cover image DL Hosted proceedings
VLDB '96: Proceedings of the 22th International Conference on Very Large Data Bases
September 1996
577 pages

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Morgan Kaufmann Publishers Inc.

San Francisco, CA, United States

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Published: 03 September 1996

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