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» Mining Views: Database Views for Data Mining
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ANOR
2010
135views more  ANOR 2010»
14 years 10 months ago
A framework of irregularity enlightenment for data pre-processing in data mining
Abstract Irregularities are widespread in large databases and often lead to erroneous conclusions with respect to data mining and statistical analysis. For example, considerable bi...
Siu-Tong Au, Rong Duan, Siamak G. Hesar, Wei Jiang
VLDB
2004
ACM
245views Database» more  VLDB 2004»
15 years 3 months ago
VizTree: a Tool for Visually Mining and Monitoring Massive Time Series Databases
Moments before the launch of every space vehicle, engineering discipline specialists must make a critical go/no-go decision. The cost of a false positive, allowing a launch in spi...
Jessica Lin, Eamonn J. Keogh, Stefano Lonardi, Jef...
ICDE
2006
IEEE
120views Database» more  ICDE 2006»
15 years 11 months ago
Updates Through Views: A New Hope
Database views are extensively used to represent unmaterialized tables. Applications rarely distinguish between a materialized base table and a virtual view, thus, they may issue ...
Yannis Kotidis, Divesh Srivastava, Yannis Velegrak...
SIGKDD
2000
237views more  SIGKDD 2000»
14 years 10 months ago
The UCI KDD Archive of Large Data Sets for Data Mining Research and Experimentation
Advances in data collection and storage have allowed organizations to create massive, complex and heterogeneous databases, which have stymied traditional methods of data analysis....
Stephen D. Bay, Dennis F. Kibler, Michael J. Pazza...
ICDE
2008
IEEE
200views Database» more  ICDE 2008»
15 years 11 months ago
Answering Keyword Queries on XML Using Materialized Views
Answering queries using materialized views has been well studied in the context of structured queries and has shown significant performance benefits. Despite the popularity of keyw...
Ziyang Liu, Yi Chen