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CORR
2002
Springer
105views Education» more  CORR 2002»
14 years 9 months ago
Petabyte Scale Data Mining: Dream or Reality?
Science is becoming very data intensive1 . Today's astronomy datasets with tens of millions of galaxies already present substantial challenges for data mining. In less than 1...
Alexander S. Szalay, Jim Gray, Jan vandenBerg
KDD
2006
ACM
174views Data Mining» more  KDD 2006»
15 years 10 months ago
Onboard classifiers for science event detection on a remote sensing spacecraft
Typically, data collected by a spacecraft is downlinked to Earth and pre-processed before any analysis is performed. We have developed classifiers that can be used onboard a space...
Ashley Davies, Benjamin Cichy, Dominic Mazzoni, Ng...
SDM
2009
SIAM
138views Data Mining» more  SDM 2009»
15 years 6 months ago
The Metric Dilemma: Competence-Conscious Associative Classification.
Adriano Veloso, Mohammed Javeed Zaki, Wagner Meira...
EDBT
2000
ACM
15 years 2 months ago
Quality Assessment and Uncertainty Handling in Data Mining Process
The KDD process aims at the discovery and extraction of “useful” knowledge (such as interesting patterns, classification, rules etc) from large data repositories. A widely rec...
Maria Halkidi
SDM
2009
SIAM
130views Data Mining» more  SDM 2009»
15 years 6 months ago
Grammar Mining.
We introduce the problem of grammar mining, where patterns are context-free grammars, as a generalization of a large number of common pattern mining tasks, such as tree, sequence ...
Luc De Raedt, Siegfried Nijssen