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» ATLaS: A Native Extension of SQL for Data Mining
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SDM
2003
SIAM
148views Data Mining» more  SDM 2003»
13 years 6 months ago
ATLaS: A Native Extension of SQL for Data Mining
A lack of power and extensibility in their query languages has seriously limited the generality of DBMSs and hampered their ability to support data mining applications. Thus, ther...
Haixun Wang, Carlo Zaniolo
SIGMOD
2005
ACM
102views Database» more  SIGMOD 2005»
14 years 5 months ago
A native extension of SQL for mining data streams
Chang Luo, Hetal Thakkar, Haixun Wang, Carlo Zanio...
VLDB
2004
ACM
99views Database» more  VLDB 2004»
13 years 10 months ago
Query Languages and Data Models for Database Sequences and Data Streams
We study the fundamental limitations of relational algebra (RA) and SQL in supporting sequence and stream queries, and present effective query language and data model enrichments ...
Yan-Nei Law, Haixun Wang, Carlo Zaniolo
ICDE
2001
IEEE
192views Database» more  ICDE 2001»
14 years 6 months ago
Integrating Data Mining with SQL Databases: OLE DB for Data Mining
The integration of data mining with traditional database systems is key to making it convenient, easy to deploy in real applications, and to growing its user base. In this paper w...
Amir Netz, Surajit Chaudhuri, Usama M. Fayyad, Jef...
DATAMINE
1998
126views more  DATAMINE 1998»
13 years 4 months ago
An Extension to SQL for Mining Association Rules
Data mining evolved as a collection of applicative problems and efficient solution algorithms relative to rather peculiar problems, all focused on the discovery of relevant infor...
Rosa Meo, Giuseppe Psaila, Stefano Ceri