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PKDD
2005
Springer
101views Data Mining» more  PKDD 2005»
15 years 7 months ago
A Random Method for Quantifying Changing Distributions in Data Streams
In applications such as fraud and intrusion detection, it is of great interest to measure the evolving trends in the data. We consider the problem of quantifying changes between tw...
Haixun Wang, Jian Pei
BIB
2007
53views more  BIB 2007»
15 years 2 months ago
Current Progress in computational metabolomics
Being a relatively new addition to the ‘omics’ field, metabolomics is still evolving its own computational infrastructure and assessing its own computational needs. Due to its...
David S. Wishart
99
Voted
ADBIS
2006
Springer
118views Database» more  ADBIS 2006»
15 years 7 months ago
Computational Database Technology Applied to Option Pricing Via Finite Differences
Computational database technology spans the two research fields data-base technology and scientific computing. It involves development of database capabilities that support compu...
Jöns Åkerlund, Krister Åhlander, ...
XSYM
2004
Springer
161views Database» more  XSYM 2004»
15 years 7 months ago
Adjustable Transaction Isolation in XML Database Management Systems
Processing XML documents in multi-user database management environments requires a suitable storage model of XML data, support of typical XML document processing (XDP) interfaces, ...
Michael Peter Haustein, Theo Härder
KDD
2006
ACM
129views Data Mining» more  KDD 2006»
16 years 2 months ago
Suppressing model overfitting in mining concept-drifting data streams
Mining data streams of changing class distributions is important for real-time business decision support. The stream classifier must evolve to reflect the current class distributi...
Haixun Wang, Jian Yin, Jian Pei, Philip S. Yu, Jef...