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» Approximability of Probability Distributions
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KDD
2004
ACM
135views Data Mining» more  KDD 2004»
16 years 1 months ago
Discovering additive structure in black box functions
Many automated learning procedures lack interpretability, operating effectively as a black box: providing a prediction tool but no explanation of the underlying dynamics that driv...
Giles Hooker
KDD
2004
ACM
210views Data Mining» more  KDD 2004»
16 years 1 months ago
Web usage mining based on probabilistic latent semantic analysis
The primary goal of Web usage mining is the discovery of patterns in the navigational behavior of Web users. Standard approaches, such as clustering of user sessions and discoveri...
Xin Jin, Yanzan Zhou, Bamshad Mobasher
106
Voted
KDD
2002
ACM
166views Data Mining» more  KDD 2002»
16 years 1 months ago
Exploiting response models: optimizing cross-sell and up-sell opportunities in banking
The banking industry regularly mounts campaigns to improve customer value by offering new products to existing customers. In recent years this approach has gained significant mome...
Andrew Storey, Marc-David Cohen
KDD
2001
ACM
142views Data Mining» more  KDD 2001»
16 years 1 months ago
TreeDT: gene mapping by tree disequilibrium test
We introduce and evaluate TreeDT, a novel gene mapping method which is based on discovering and assessing tree-like patterns in genetic marker data. Gene mapping aims at discoveri...
Petteri Sevon, Hannu Toivonen, Vesa Ollikainen
HPCA
2008
IEEE
16 years 1 months ago
PaCo: Probability-based path confidence prediction
A path confidence estimate indicates the likelihood that the processor is currently fetching correct path instructions. Accurate path confidence prediction is critical for applica...
Kshitiz Malik, Mayank Agarwal, Vikram Dhar, Matthe...
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