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 …
A prostate cancer model build by a novel SVM-ID3 hybrid feature selection method using both genotyping and phenotype data from dbGaP
SC Yücebaş, Y Aydın Son - PloS one, 2014 - journals.plos.org
Through Genome Wide Association Studies (GWAS) many Single Nucleotide Polymorphism
(SNP)-complex disease relations can be investigated. The output of GWAS can be high in …
(SNP)-complex disease relations can be investigated. The output of GWAS can be high in …
Research on frequent itemset mining of imaging genetics GWAS in Alzheimer's disease
H Liang, L Cao, Y Gao, H Luo, X Meng, Y Wang, J Li… - Genes, 2022 - mdpi.com
As an efficient method, genome-wide association study (GWAS) is used to identify the
association between genetic variation and pathological phenotypes, and many significant …
association between genetic variation and pathological phenotypes, and many significant …
[PDF][PDF] A Study on Frequent Itemset Mining for Identifying Associated Multiple SNPs
Genome-wide association studies (GWAS) have gained a lot of interest in public health
research to investigate the correlations of genetic variants and traits. Mostly, GWAS use …
research to investigate the correlations of genetic variants and traits. Mostly, GWAS use …
Towards applying associative classifier for genetic variants
With the availability of biological data and the power of sharing, it produces many
opportunities for computer scientists to perform researches in bioinformatics. Generally the …
opportunities for computer scientists to perform researches in bioinformatics. Generally the …
A brief survey on GWAS and ML algorithms
Nowadays, we can see an increasing number of studies in genomics that try to find out ways
to detect diseases and also better prevention methods. The public would gain a lot of …
to detect diseases and also better prevention methods. The public would gain a lot of …
A hybrid feature selection model for genome wide association studies
SC Yücebaş - 2013 - open.metu.edu.tr
Through Genome Wide Association Studies (GWAS) many SNP-complex disease relations
have been investigated so far. GWAS presents high amount–high dimensional data and …
have been investigated so far. GWAS presents high amount–high dimensional data and …
Towards Mining Frequent Patterns in Genome Wide Association
S Mutalib, S Abdul-Rahman… - 2013 IEEE 16th …, 2013 - ieeexplore.ieee.org
Frequent pattern mining (FPM) is a popular method in discovering knowledge through
generating associations between the attributes in database. Frequent patterns (FPs) …
generating associations between the attributes in database. Frequent patterns (FPs) …
Investigation of the impacts of linkage disequilibrium on SNP selection studies
E Kantar Özçırpan - 2015 - open.metu.edu.tr
In many Genome Wide Association Studies (GWAS), the relation between SNPs and
complex diseases has being tried to reveal. Moreover it is known that, in GWAS there exist a …
complex diseases has being tried to reveal. Moreover it is known that, in GWAS there exist a …