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ICDE
2003
IEEE
133views Database» more  ICDE 2003»
16 years 1 months ago
Text Joins for Data Cleansing and Integration in an RDBMS
An organization's data records are often noisy because of transcription errors, incomplete information, lack of standard formats for textual data or combinations thereof. A f...
Luis Gravano, Panagiotis G. Ipeirotis, Nick Koudas...
IJDMB
2008
132views more  IJDMB 2008»
14 years 11 months ago
A Bayesian framework for knowledge driven regression model in micro-array data analysis
: This paper addresses the sparse data problem in the linear regression model, namely the number of variables is significantly larger than the number of the data points for regress...
Rong Jin, Luo Si, Christina Chan
HPCA
1999
IEEE
15 years 4 months ago
Permutation Development Data Layout (PDDL)
Declustered data organizations in disk arrays (RAIDs) achieve less-intrusive reconstruction of data after a disk failure. We present PDDL, a new data layout for declustered disk a...
Thomas J. E. Schwarz, Jesse Steinberg, Walter A. B...
PKDD
2010
Springer
183views Data Mining» more  PKDD 2010»
14 years 9 months ago
Classification and Novel Class Detection of Data Streams in a Dynamic Feature Space
Data stream classification poses many challenges, most of which are not addressed by the state-of-the-art. We present DXMiner, which addresses four major challenges to data stream ...
Mohammad M. Masud, Qing Chen, Jing Gao, Latifur Kh...
SIGMOD
2004
ACM
101views Database» more  SIGMOD 2004»
15 years 12 months ago
UbiData: Requirements and Architecture for Ubiquitous Data Access
Mobile users today demand ubiquitous access to their data from any mobile device and under variable connection quality. We refer to this requirement as any-time, any-where data ac...
Abdelsalam Helal, Joachim Hammer