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» The Predictability of Data Values
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PVLDB
2010
104views more  PVLDB 2010»
13 years 8 months ago
MCDB-R: Risk Analysis in the Database
Enterprises often need to assess and manage the risk arising from uncertainty in their data. Such uncertainty is typically modeled as a probability distribution over the uncertain...
Peter J. Haas, Christopher M. Jermaine, Subi Arumu...
AMC
2006
84views more  AMC 2006»
13 years 10 months ago
Estimation of parameters in carbon sequestration models from net ecosystem exchange data
The use of net ecosystem exchange (NEE) data to estimate carbon transfer coefficients is investigated in the context of a deterministic compartmental carbon sequestration system. ...
Luther White, Frances White, Yiqi Luo, Tao Xu
ESANN
2008
13 years 11 months ago
Selection of important input variables for RBF network using partial derivatives
In regression problems, making accurate predictions is often the primary goal. Also, relevance of inputs in the prediction of an output would be valuable information in many cases....
Jarkko Tikka, Jaakko Hollmén
PKDD
1999
Springer
272views Data Mining» more  PKDD 1999»
14 years 2 months ago
Handling Missing Data in Trees: Surrogate Splits or Statistical Imputation
Abstract. In many applications of data mining a - sometimes considerable - part of the data values is missing. This may occur because the data values were simply never entered into...
A. J. Feelders
BIBM
2009
IEEE
140views Bioinformatics» more  BIBM 2009»
14 years 1 months ago
A Protein-Protein Interaction Prediction Method Embracing Intra-protein Domain Cohesion Information
Recently, many computational methods for predicting protein-protein interaction (PPI) have been developed by utilizing domain-domain interaction or associated information. However...
Woo-Hyuk Jang, Suk Hoon Jung, Bo-ra Hyun, Dong-Soo...