Association rule mining : models and algorithms / Chengqi Zhang, Shichao Zhang.

Author/creator Zhang, Chengqi, 1957-
Other author Zhang, Shichao.
Format Book
Publication InfoBerlin ; New York : Springer, ©2002.
Descriptionxii, 238 pages : illustrations ; 24 cm.
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Subjects
Association rule mining.
Computer algorithms.
Data mining.
Algorithms.
Data Mining.

SeriesLecture notes in computer science ; 2307. Lecture notes in artificial intelligence
Lecture notes in computer science ; 2307. ^A466336
Lecture notes in computer science. Lecture notes in artificial intelligence. ^A467263
Contents 1. Introduction -- 2. Association Rule -- 3. Negative Association Rule -- 4. Causality in Databases -- 5. Causal Rule Analysis -- 6. Association Rules in Very Large Databases -- 7. Association Rules in Small Databases -- 8. Conclusion and Future Work.
Abstract Due to the popularity of knowledge discovery and data mining, in practice as well as among academic and corporate R&D professionals, association rule mining is receiving increasing attention. The authors present the recent progress achieved in mining quantitative association rules, causal rules, exceptional rules, negative association rules, association rules in multi-databases, and association rules in small databases. This book is written for researchers, professionals, and students working in the fields of data mining, data analysis, machine learning, knowledge discovery in databases, and anyone who is interested in association rule mining.
Bibliography noteIncludes bibliographical references (pages 229-236) and index.
Other formsAlso available via the World Wide Web.
Issued in other formOnline version: Zhang, Chengqi, 1957- Association rule mining. Berlin ; New York : Springer, ©2002
Issued in other formOnline version: Zhang, Chengqi, 1957- Association rule mining. Berlin ; New York : Springer, ©2002
LCCN 2002021639
ISBN3540435336 (softcover ; alk. paper)
ISBN9783540435334 (softcover ; alk. paper)
Standard identifier# 9783540435334

Availability

Library Location Call Number Status Item Actions
Joyner General Stacks QA76.9.D343 Z43 2002 ✔ Available Place Hold