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» Predicting diverse subsets using structural SVMs
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JMLR
2010
117views more  JMLR 2010»
14 years 6 months ago
Exploiting the High Predictive Power of Multi-class Subgroups
Subgroup discovery aims at finding subsets of a population whose class distribution is significantly different from the overall distribution. A number of multi-class subgroup disc...
Tarek Abudawood, Peter A. Flach
BMCBI
2011
14 years 6 months ago
Outer membrane proteins can be simply identified using secondary structure element alignment
Background: Outer membrane proteins (OMPs) are frequently found in the outer membranes of gram-negative bacteria, mitochondria and chloroplasts and have been found to play diverse...
Ren-Xiang Yan, Zhen Chen, Ziding Zhang
AUSAI
2009
Springer
15 years 3 months ago
Ensemble Approach for the Classification of Imbalanced Data
Ensembles are often capable of greater prediction accuracy than any of their individual members. As a consequence of the diversity between individual base-learners, an ensemble wil...
Vladimir Nikulin, Geoffrey J. McLachlan, Shu-Kay N...
BMCBI
2008
114views more  BMCBI 2008»
14 years 11 months ago
Dinucleotide controlled null models for comparative RNA gene prediction
Background: Comparative prediction of RNA structures can be used to identify functional noncoding RNAs in genomic screens. It was shown recently by Babak et al. [BMC Bioinformatic...
Tanja Gesell, Stefan Washietl
BMCBI
2006
142views more  BMCBI 2006»
14 years 11 months ago
RDMAS: a web server for RNA deleterious mutation analysis
Background: The diverse functions of ncRNAs critically depend on their structures. Mutations in ncRNAs disrupting the structures of functional sites are expected to be deleterious...
Wenjie Shu, Xiaochen Bo, Rujia Liu, Dongsheng Zhao...