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CIKM
2010
Springer
13 years 5 months ago
Regularization and feature selection for networked features
In the standard formalization of supervised learning problems, a datum is represented as a vector of features without prior knowledge about relationships among features. However, ...
Hongliang Fei, Brian Quanz, Jun Huan
CSDA
2008
128views more  CSDA 2008»
13 years 8 months ago
Classification tree analysis using TARGET
Tree models are valuable tools for predictive modeling and data mining. Traditional tree-growing methodologies such as CART are known to suffer from problems including greediness,...
J. Brian Gray, Guangzhe Fan
BMCBI
2007
102views more  BMCBI 2007»
13 years 8 months ago
Setting up a large set of protein-ligand PDB complexes for the development and validation of knowledge-based docking algorithms
Background: The number of algorithms available to predict ligand-protein interactions is large and ever-increasing. The number of test cases used to validate these methods is usua...
Luis A. Diago, Persy Morell, Longendri Aguilera, E...
NAR
2007
115views more  NAR 2007»
13 years 8 months ago
DroSpeGe: rapid access database for new Drosophila species genomes
The Drosophila species comparative genome database DroSpeGe (http://insects.eugenes.org/ DroSpeGe/) provides genome researchers with rapid, usable access to 12 new and old Drosoph...
Donald G. Gilbert
WWW
2007
ACM
14 years 9 months ago
Crawling multiple UDDI business registries
As Web services proliferate, size and magnitude of UDDI Business Registries (UBRs) are likely to increase. The ability to discover Web services of interest then across multiple UB...
Eyhab Al-Masri, Qusay H. Mahmoud