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» Mining for Useful Association Rules Using the ATMS
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KDD
1994
ACM
98views Data Mining» more  KDD 1994»
15 years 8 months ago
Rule Induction for Semantic Query Optimization
Semantic query optimization can dramatically speed up database query answering by knowledge intensive reformulation. But the problem of how to learn required semantic rules has no...
Chun-Nan Hsu, Craig A. Knoblock
141
Voted
IJFCS
2008
102views more  IJFCS 2008»
15 years 4 months ago
Succinct Minimal Generators: Theoretical Foundations and Applications
In data mining applications, highly sized contexts are handled what usually results in a considerably large set of frequent itemsets, even for high values of the minimum support t...
Tarek Hamrouni, Sadok Ben Yahia, Engelbert Mephu N...
151
Voted
ILP
2003
Springer
15 years 9 months ago
ILP for Mathematical Discovery
We believe that AI programs written for discovery tasks will need to simultaneously employ a variety of reasoning techniques such as induction, abduction, deduction, calculation an...
Simon Colton, Stephen Muggleton
IJIT
2004
15 years 5 months ago
AudioMine: Medical Data Mining in Heterogeneous Audiology Records
We report on the results of a pilot study in which a data-mining tool was developed for mining audiology records. The records were heterogeneous in that they contained numeric, cat...
Shaun Cox, Michael P. Oakes, Stefan Wermter, Mauri...
AMR
2007
Springer
159views Multimedia» more  AMR 2007»
15 years 10 months ago
Automatically Detecting Members and Instrumentation of Music Bands Via Web Content Mining
Abstract. In this paper, we present an approach to automatically detecting music band members and instrumentation using web content mining techniques. To this end, we combine a nam...
Markus Schedl, Gerhard Widmer