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International Journal of Data Mining and Bioinformatics

2012 Vol. 6 No. 5

Special Issue on Data Mining for High Throughput Data from Genome-Wide Association Studies

Guest EditorsM/i>: Taesung Park and Jurg Ott


PagesTitle and authors
463-470Support Vector Machines with L1 penalty for detecting gene-gene interactions
Yuanyuan Shen; Zhe Liu; Jurg Ott
DOI: 10.1504/IJDMB.2012.049300

471-481cuGWAM: Genome-wide Association Multifactor Dimensionality reduction using CUDA-enabled high-performance graphics processing unit
Min-Seok Kwon; Kyunga Kim; Sungyoung Lee; Taesung Park
DOI: 10.1504/IJDMB.2012.049301

482-489Multilocus association analysis under polygenic models
Jurg Ott; Dandan Sun
DOI: 10.1504/IJDMB.2012.049302

490-504Unbalanced sample size effect on genome-wide population differentiation studies
Kyunghee Han; Kyee-Zu Kim; Jung Mi Oh; In-Wha Kim; Kyungim Kim; Taesung Park
DOI: 10.1504/IJDMB.2012.049303

505-520Pattern discovery of multivariate phenotypes by Association Rule Mining and its scheme for Genome-Wide Association Studies
Sung Hee Park; Sangsoo Kim
DOI: 10.1504/IJDMB.2012.049299

521-534Selecting SNPs for pharmacogenomic association study
Tae Jin Ahn; Kyunghee Park; Dae-Soon Son; Nam Huh; Sohee Oh; Taejung Bae; Jung-Sun Park; Ji-Hyun Lee; Kyoohyoung Rho; Sunghoon Kim; Taesung Park; Kyusang Lee
DOI: 10.1504/IJDMB.2012.049317

535-556A 2-phased approach for detecting multiple loci associations with traits
Sunwon Lee; Jaewoo Kang; Junho Oh
DOI: 10.1504/IJDMB.2012.049318

557-569Predicting linear B-cell epitopes by using sequence-derived structural and physicochemical features
Wen Zhang; Juan Liu; Meng Zhao; Qingjiao Li
DOI: 10.1504/IJDMB.2012.049298