121 search results - page 6 / 25 » Relevant and Redundant Feature Analysis with Ensemble Classi... |
IUI
2009
ACM
15 years 6 months ago
2009
ACM
Identifying highlights in multimedia content such as video and audio is currently a very difficult technical problem. We present and evaluate a novel algorithm that identifies hig...
BIRD
2007
Springer
15 years 1 months ago
2007
Springer
The paper presents MRNet, an original method for inferring genetic networks from microarray data. This method is based on maximum relevance/minimum redundancy (MRMR), an effective ...
IEEEICCI
2009
IEEE
15 years 4 months ago
2009
IEEE
The OpenBiomind toolkit is used to apply GA, GP and local search methods to analyze a large SNP dataset concerning late-onset Alzheimers disease (LOAD). Classification models iden...
CICLING
2010
Springer
15 years 22 days ago
2010
Springer
We present a new ensemble method that uses Entropy Guided Transformation Learning (ETL) as the base learner. The proposed approach, ETL Committee, combines the main ideas of Baggin...
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BMCBI
2005
14 years 9 months ago
2005
Background: Accurate diagnosis of cancer subtypes remains a challenging problem. Building classifiers based on gene expression data is a promising approach; yet the selection of n...