Title
On monotone data mining languages
Author
Faculty/Department
Faculty of Sciences. Mathematics and Computer Science
Publication type
article
Publication
Berlin ,
Subject
Computer. Automation
Source (journal)
Lecture notes in computer science. - Berlin, 1973, currens
Volume/pages
2397(2002) , p. 119-132
ISSN
0302-9743
1611-3349
0302-9743
ISI
000181438100007
Carrier
E
Target language
English (eng)
Full text (Publishers DOI)
Affiliation
University of Antwerp
Abstract
We present a simple Data Mining Logic (DML) that can express common data mining tasks, like "Find Boolean association rules" or "Find inclusion dependencies." At the center of the paper is the problem of characterizing DML queries that are amenable to the levelwise search strategy used in the a-priori algorithm. We relate the problem to that of characterizing monotone first-order properties for finite models.
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