A survey on evolutionary algorithm based hybrid intelligence in bioinformatics
S Li, L Kang, XM Zhao - BioMed research international, 2014 - Wiley Online Library
With the rapid advance in genomics, proteomics, metabolomics, and other types of omics
technologies during the past decades, a tremendous amount of data related to molecular …
technologies during the past decades, a tremendous amount of data related to molecular …
[HTML][HTML] A genetic algorithm–support vector machine method with parameter optimization for selecting the tag SNPs
SNPs (Single Nucleotide Polymorphisms) include millions of changes in human genome,
and therefore, are promising tools for disease-gene association studies. However, this kind …
and therefore, are promising tools for disease-gene association studies. However, this kind …
Soft computing methods in bioinformatics: a comprehensive review
B KARLIK - Mathematical and Computational Applications, 2013 - mdpi.com
Applications of genomic and proteomic, epigenetic, pharmacogenomics, and systems
biology have shown increased a lot, resulting in an explosion in the amount of highly …
biology have shown increased a lot, resulting in an explosion in the amount of highly …
Complex diseases SNP selection and classification by hybrid association rule mining and artificial neural network—based evolutionary algorithms
A Boutorh, A Guessoum - Engineering Applications of Artificial Intelligence, 2016 - Elsevier
Recently, various techniques have been applied to classify Single Nucleotide
Polymorphisms (SNP) data as they have been shown to be implicated in various human …
Polymorphisms (SNP) data as they have been shown to be implicated in various human …
Autophagy-related IRGM genes confer susceptibility to ankylosing spondylitis in a Chinese female population: a case–control study
Q Xia, M Wang, X Yang, X Li, X Zhang, S Xu… - Genes & …, 2017 - nature.com
It is known that ankylosing spondylitis (AS) and inflammatory bowel disease (IBD) shared a
common genetic component. The gist of current study is to assess the role of IBD-associated …
common genetic component. The gist of current study is to assess the role of IBD-associated …
Discovery of significant porcine SNPs for swine breed identification by a hybrid of information gain, genetic algorithm, and frequency feature selection technique
Background The number of porcine Single Nucleotide Polymorphisms (SNPs) used in
genetic association studies is very large, suitable for statistical testing. However, in breed …
genetic association studies is very large, suitable for statistical testing. However, in breed …
Assessing effectiveness of many-objective evolutionary algorithms for selection of tag SNPs
Background Studies on genome-wide associations help to determine the cause of many
genetic diseases. Genome-wide associations typically focus on associations between single …
genetic diseases. Genome-wide associations typically focus on associations between single …
Identifying association model for single-nucleotide polymorphisms of ORAI1 gene for breast cancer
Background ORAI1 channels play an important role for breast cancer progression and
metastasis. Previous studies indicated the strong correlation between breast cancer and …
metastasis. Previous studies indicated the strong correlation between breast cancer and …
Genetic algorithm-generated SNP barcodes of the mitochondrial D-loop for chronic dialysis susceptibility
JB Chen, LY Chuang, YD Lin, CW Liou, TK Lin… - Mitochondrial …, 2014 - Taylor & Francis
Background and aims: Single nucleotide polymorphism (SNP) interaction analysis can
simultaneously evaluate the complex SNP interactions present in complex diseases …
simultaneously evaluate the complex SNP interactions present in complex diseases …
[HTML][HTML] Multiple ant colony algorithm method for selecting tag SNPs
B Liao, X Li, W Zhu, R Li, S Wang - Journal of biomedical informatics, 2012 - Elsevier
The search for the association between complex disease and single nucleotide
polymorphisms (SNPs) or haplotypes has recently received great attention. Finding a set of …
polymorphisms (SNPs) or haplotypes has recently received great attention. Finding a set of …