A review of ensemble methods in bioinformatics
P Yang, Y Hwa Yang, BB Zhou… - Current …, 2010 - ingentaconnect.com
Ensemble learning is an intensively studied technique in machine learning and pattern
recognition. Recent work in computational biology has seen an increasing use of ensemble …
recognition. Recent work in computational biology has seen an increasing use of ensemble …
Association genetics in crop improvement
JA Rafalski - Current opinion in plant biology, 2010 - Elsevier
Increased availability of high throughput genotyping technology together with advances in
DNA sequencing and in the development of statistical methodology appropriate for genome …
DNA sequencing and in the development of statistical methodology appropriate for genome …
Fingerprinting soybean germplasm and its utility in genomic research
Abstract The United States Department of Agriculture, Soybean Germplasm Collection
includes 18,480 domesticated soybean and 1168 wild soybean accessions introduced from …
includes 18,480 domesticated soybean and 1168 wild soybean accessions introduced from …
[图书][B] Handbook of approximation algorithms and metaheuristics
TF Gonzalez - 2007 - taylorfrancis.com
Delineating the tremendous growth in this area, the Handbook of Approximation Algorithms
and Metaheuristics covers fundamental, theoretical topics as well as advanced, practical …
and Metaheuristics covers fundamental, theoretical topics as well as advanced, practical …
[HTML][HTML] The future of association studies: gene-based analysis and replication
Historically, association tests were limited to single variants, so that the allele was
considered the basic unit for association testing. As marker density increases and indirect …
considered the basic unit for association testing. As marker density increases and indirect …
Definition and clinical importance of haplotypes
DC Crawford, DA Nickerson - Annu. Rev. Med., 2005 - annualreviews.org
Advances in genotyping and sequencing technologies, coupled with the development of
sophisticated statistical methods, have afforded investigators novel opportunities to define …
sophisticated statistical methods, have afforded investigators novel opportunities to define …
Tag SNP selection for association studies
DO Stram - Genetic Epidemiology: The Official Publication of …, 2004 - Wiley Online Library
This report describes current methods for selection of informative single nucleotide
polymorphisms (SNPs) using data from a dense network of SNPs that have been genotyped …
polymorphisms (SNPs) using data from a dense network of SNPs that have been genotyped …
[HTML][HTML] Prioritizing candidate genes post-GWAS using multiple sources of data for mastitis resistance in dairy cattle
Background Improving resistance to mastitis, one of the costliest diseases in dairy
production, has become an important objective in dairy cattle breeding. However, mastitis …
production, has become an important objective in dairy cattle breeding. However, mastitis …
Algorithms for inferring haplotypes
T Niu - Genetic Epidemiology: The Official Publication of the …, 2004 - Wiley Online Library
Haplotype phase information in diploid organisms provides valuable information on human
evolutionary history and may lead to the development of more efficient strategies to identify …
evolutionary history and may lead to the development of more efficient strategies to identify …