432 search results - page 14 / 87 » Set-Oriented Mining for Association Rules in Relational Data... |
SIGMOD
1993
ACM
15 years 5 months ago
1993
ACM
We are given a large database of customer transactions. Each transaction consists of items purchased by a customer in a visit. We present an e cient algorithm that generates all s...
DEXA
2008
Springer
15 years 3 months ago
2008
Springer
The usage of descriptive data mining methods for predictive purposes is a recent trend in data mining research. It is well motivated by the understandability of learned models, the...
109
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VLDB
1998
ACM
15 years 5 months ago
1998
ACM
We consider the problem of finding association rules that make nearly optimal binary segmentations of huge categorical databases. The optimality of segmentation is defined by an o...
115
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CORR
2007
Springer
15 years 1 months ago
2007
Springer
One of the most utilized data mining tasks is the search for association rules. Association rules represent significant relationships between items in transactions. We extend the...
115
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PKDD
2004
Springer
15 years 6 months ago
2004
Springer
In this paper we propose a novel spatial associative classifier method based on a multi-relational approach that takes spatial relations into account. Classification is driven by s...