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ICDM
2008
IEEE
102views Data Mining» more  ICDM 2008»
15 years 6 months ago
A Non-parametric Semi-supervised Discretization Method
Semi-supervised classification methods aim to exploit labelled and unlabelled examples to train a predictive model. Most of these approaches make assumptions on the distribution ...
Alexis Bondu, Marc Boullé, Vincent Lemaire,...
BMCBI
2010
106views more  BMCBI 2010»
14 years 12 months ago
A novel approach for haplotype-based association analysis using family data
Background: Haplotype-based approaches have been extensively studied for case-control association mapping in recent years. It has been shown that haplotype methods can provide mor...
Yixuan Chen, Xin Li, Jing Li
SDM
2012
SIAM
252views Data Mining» more  SDM 2012»
13 years 2 months ago
Learning from Heterogeneous Sources via Gradient Boosting Consensus
Multiple data sources containing different types of features may be available for a given task. For instance, users’ profiles can be used to build recommendation systems. In a...
Xiaoxiao Shi, Jean-François Paiement, David...
EMNLP
2008
15 years 1 months ago
Unsupervised Multilingual Learning for POS Tagging
We demonstrate the effectiveness of multilingual learning for unsupervised part-of-speech tagging. The key hypothesis of multilingual learning is that by combining cues from multi...
Benjamin Snyder, Tahira Naseem, Jacob Eisenstein, ...
NAR
2007
115views more  NAR 2007»
14 years 11 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