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» MSQL: A Query Language for Database Mining
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DATAMINE
1999
80views more  DATAMINE 1999»
13 years 4 months ago
MSQL: A Query Language for Database Mining
The tremendous number of rules generated in the mining process makes it necessary for any good data mining system to provide for powerful query primitives to post-process the gener...
Tomasz Imielinski, Aashu Virmani
CINQ
2004
Springer
151views Database» more  CINQ 2004»
13 years 8 months ago
Query Languages Supporting Descriptive Rule Mining: A Comparative Study
Recently, inductive databases (IDBs) have been proposed to tackle the problem of knowledge discovery from huge databases. With an IDB, the user/analyst performs a set of very diffe...
Marco Botta, Jean-François Boulicaut, Cyril...
PKDD
1999
Springer
110views Data Mining» more  PKDD 1999»
13 years 9 months ago
Query Languages for Knowledge Discovery in Databases
Jean-François Boulicaut
DASFAA
2010
IEEE
165views Database» more  DASFAA 2010»
13 years 8 months ago
Towards an Algebraic Framework for Querying Inductive Databases
Abstract. In this paper, we present a theoretical foundation for querying inductive databases, which can accommodate disparate mining tasks. We present a data mining algebra includ...
Hong-Cheu Liu, Aditya Ghose, John Zeleznikow
SIGKDD
2002
93views more  SIGKDD 2002»
13 years 4 months ago
A Perspective on Inductive Databases
Inductive databases tightly integrate databases with data mining. The key ideas are that data and patterns (or models) are handled in the same way and that an inductive query lang...
Luc De Raedt