117
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PAKDD
15 years 5 months ago
2004 ACM 
Inductive queries are queries to an inductive database that generate a set of patterns in a data mining context. Inductive querying poses new challenges to database and data mining...
110
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PAKDD
15 years 5 months ago
2004 ACM 
In many real world applications, systematic analysis of rare events, such as credit card frauds and adverse drug reactions, is very important. Their low occurrence rate in large da...
106
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PAKDD
15 years 5 months ago
2004 ACM 
In many cases, normal uses of a system form patterns that will repeat. The most common patterns can be collected into a prediction model which will essentially predict that usage p...
104
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PAKDD
15 years 5 months ago
2004 ACM
Abstract. Given a point query Q in multi-dimensional space, K-Nearest Neighbor (KNN) queries return the K closest answers in the database with respect to Q. In this scenario, it is...
101
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PAKDD
15 years 5 months ago
2004 ACM
GRD is an algorithm for k-most interesting rule discovery. In contrast to association rule discovery, GRD does not require the use of a minimum support constraint. Rather, the user...
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Data Mining