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» Generalization Methods in Bioinformatics
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BIOINFORMATICS
2007
90views more  BIOINFORMATICS 2007»
15 years 3 months ago
HAPLOPOOL: improving haplotype frequency estimation through DNA pools and phylogenetic modeling
In the context of disease association studies, haplotype frequencies are usually estimated from genotype data. In order to reduce genotyping costs, one can estimate the haplotype ...
Bonnie Kirkpatrick, Carlos Santos Armendariz, Rich...
154
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BIBE
2007
IEEE
145views Bioinformatics» more  BIBE 2007»
15 years 9 months ago
Homomorphisms of Multisource Trees into Networks with Applications to Metabolic Pathways
Network mapping is a convenient tool for comparing and exploring biological networks; it can be used for predicting unknown pathways, fast and meaningful searching of databases, a...
Qiong Cheng, Robert W. Harrison, Alexander Zelikov...
130
Voted
WABI
2007
Springer
133views Bioinformatics» more  WABI 2007»
15 years 9 months ago
RNA Folding Including Pseudoknots: A New Parameterized Algorithm and Improved Upper Bound
Predicting the secondary structure of an RNA sequence is an important problem in structural bioinformatics. The general RNA folding problem, where the sequence to be folded may con...
Chunmei Liu, Yinglei Song, Louis W. Shapiro
TNN
2010
143views Management» more  TNN 2010»
14 years 10 months ago
Using unsupervised analysis to constrain generalization bounds for support vector classifiers
Abstract--A crucial issue in designing learning machines is to select the correct model parameters. When the number of available samples is small, theoretical sample-based generali...
Sergio Decherchi, Sandro Ridella, Rodolfo Zunino, ...
ATAL
2007
Springer
15 years 9 months ago
Automatic feature extraction for autonomous general game playing agents
The General Game Playing (GGP) problem is concerned with developing systems capable of playing many different games, even games the system has never encountered before. Successful...
David M. Kaiser