7387 search results - page 241 / 1478 » Knowledge-based data mining |
120
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PAKDD
2009
ACM
15 years 9 months ago
2009
ACM
The usual data mining setting uses the full amount of data to derive patterns for different purposes. Taking cues from machine learning techniques, we explore ways to divide the d...
116
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ICDM
2007
IEEE
15 years 9 months ago
2007
IEEE
We consider the problem of relating itemsets mined on binary attributes of a data set to numerical attributes of the same data. An example is biogeographical data, where the numer...
138
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ICDM
2008
IEEE
15 years 9 months ago
2008
IEEE
An Association Rule (AR) is a common knowledge model in data mining that describes an implicative cooccurring relationship between two disjoint sets of binary-valued transaction d...
KDD
1998
ACM
15 years 7 months ago
1998
ACM
Wedescribe an industrial-strength data mining application in telecommunications.Theapplication requires building a short (7 byte) profile for all telephonenumbersseen on a large t...
116
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KDD
1997
ACM
15 years 7 months ago
1997
ACM
This paper investigates a brute-force technique for mining classification rules from large data sets. We employ an association rule miner enhanced with new pruning strategies to c...