{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,10]],"date-time":"2026-03-10T12:42:23Z","timestamp":1773146543079,"version":"3.50.1"},"reference-count":29,"publisher":"Springer Science and Business Media LLC","issue":"S1","license":[{"start":{"date-parts":[[2011,2,15]],"date-time":"2011-02-15T00:00:00Z","timestamp":1297728000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/2.0"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["BMC Bioinformatics"],"published-print":{"date-parts":[[2011,12]]},"DOI":"10.1186\/1471-2105-12-s1-s10","type":"journal-article","created":{"date-parts":[[2011,2,18]],"date-time":"2011-02-18T20:08:25Z","timestamp":1298059705000},"source":"Crossref","is-referenced-by-count":38,"title":["Gene-gene interaction filtering with ensemble of filters"],"prefix":"10.1186","volume":"12","author":[{"given":"Pengyi","family":"Yang","sequence":"first","affiliation":[]},{"given":"Joshua WK","family":"Ho","sequence":"additional","affiliation":[]},{"given":"Yee Hwa","family":"Yang","sequence":"additional","affiliation":[]},{"given":"Bing B","family":"Zhou","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2011,2,15]]},"reference":[{"key":"4368_CR1","doi-asserted-by":"publisher","first-page":"661","DOI":"10.1038\/nature05911","volume":"447","author":"The Wellcome Trust Case Control Consortium","year":"2007","unstructured":"The Wellcome Trust Case Control Consortium: Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls. Nature 2007, 447: 661\u2013678. 10.1038\/nature05911","journal-title":"Nature"},{"issue":"2","key":"4368_CR2","doi-asserted-by":"publisher","first-page":"e33","DOI":"10.1371\/journal.pgen.0040033","volume":"4","author":"M Iles","year":"2008","unstructured":"Iles M: What can genome-wide association studies tell us about the genetics of common disease? PLoS Genet 2008, 4(2):e33. 10.1371\/journal.pgen.0040033","journal-title":"PLoS Genet"},{"key":"4368_CR3","doi-asserted-by":"publisher","first-page":"259","DOI":"10.1038\/nrg2764","volume":"11","author":"D Thomas","year":"2010","unstructured":"Thomas D: Gene-environment-wide association studies: Emerging approaches. Nat. Rev. Genet 2010, 11: 259\u2013272. 10.1038\/nrg2764","journal-title":"Nat. Rev. Genet"},{"issue":"6","key":"4368_CR4","doi-asserted-by":"publisher","first-page":"392","DOI":"10.1038\/nrg2579","volume":"10","author":"H Cordell","year":"2009","unstructured":"Cordell H: Detecting gene-gene interactions that underlie human diseases. Nat. Rev. Genet 2009, 10(6):392\u2013404. 10.1038\/nrg2579","journal-title":"Nat. Rev. Genet"},{"issue":"11","key":"4368_CR5","doi-asserted-by":"publisher","first-page":"855","DOI":"10.1038\/nrg2452","volume":"9","author":"P Phillips","year":"2008","unstructured":"Phillips P: Epistasis - The essential role of gene interactions in the structure and evolution of genetic systems. Nat. Rev. Genet 2008, 9(11):855\u2013867. 10.1038\/nrg2452","journal-title":"Nat. Rev. Genet"},{"issue":"2","key":"4368_CR6","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1159\/000099179","volume":"63","author":"S Musani","year":"2007","unstructured":"Musani S, Shriner D, Liu N, Feng R, Coffey C, Yi N, Tiwari H, Allison D: Detection of gene\u00d7 gene interactions in genome-wide association studies of human population data. Hum. Hered 2007, 63(2):67\u201384. 10.1159\/000099179","journal-title":"Hum. Hered"},{"issue":"2","key":"4368_CR7","doi-asserted-by":"publisher","first-page":"171","DOI":"10.1002\/gepi.20041","volume":"28","author":"A Bureau","year":"2005","unstructured":"Bureau A, Dupuis J, Falls K, Lunetta K, Hayward B, Keith T, Van Eerdewegh P: Identifying SNPs predictive of phenotype using random forests. Genet. Epidemiol 2005, 28(2):171\u2013182. 10.1002\/gepi.20041","journal-title":"Genet. Epidemiol"},{"issue":"49","key":"4368_CR8","doi-asserted-by":"publisher","first-page":"19199","DOI":"10.1073\/pnas.0709868104","volume":"104","author":"X Chen","year":"2007","unstructured":"Chen X, Liu C, Zhang M, Zhang H: A forest-based approach to identifying gene and gene-gene interactions. Proc. Natl. Acad. Sci. U.S.A 2007, 104(49):19199\u201319203. 10.1073\/pnas.0709868104","journal-title":"Proc. Natl. Acad. Sci. U.S.A"},{"issue":"3","key":"4368_CR9","doi-asserted-by":"publisher","first-page":"376","DOI":"10.1093\/bioinformatics\/btf869","volume":"19","author":"L Hahn","year":"2003","unstructured":"Hahn L, Ritchie M, Moore J: Multifactor dimensionality reduction software for detecting gene-gene and gene-environment interactions. Bioinformatics 2003, 19(3):376\u2013382. 10.1093\/bioinformatics\/btf869","journal-title":"Bioinformatics"},{"key":"4368_CR10","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1093\/bioinformatics\/btl557","volume":"23","author":"Y Chung","year":"2007","unstructured":"Chung Y, Lee S, Elston R, Park T: Odds ratio based multifactor-dimensionality reduction method for detecting gene-gene interactions. Bioinformatics 2007, 23: 71\u201376. 10.1093\/bioinformatics\/btl557","journal-title":"Bioinformatics"},{"issue":"9","key":"4368_CR11","doi-asserted-by":"publisher","first-page":"1167","DOI":"10.1038\/ng2110","volume":"39","author":"Y Zhang","year":"2007","unstructured":"Zhang Y, Liu J: Bayesian inference of epistatic interactions in case-control studies. Nat. Genet 2007, 39(9):1167\u20131173. 10.1038\/ng2110","journal-title":"Nat. Genet"},{"key":"4368_CR12","doi-asserted-by":"publisher","first-page":"524","DOI":"10.1186\/1471-2105-11-524","volume":"11","author":"P Yang","year":"2010","unstructured":"Yang P, Ho J, Zomaya A, Zhou B: A genetic ensemble approach for gene-gene interaction identification. BMC bioinformatics 2010, 11: 524. 10.1186\/1471-2105-11-524","journal-title":"BMC bioinformatics"},{"key":"4368_CR13","doi-asserted-by":"publisher","first-page":"28","DOI":"10.1186\/1471-2105-4-28","volume":"4","author":"M Ritchie","year":"2003","unstructured":"Ritchie M, White B, Parker J, Hahn L, Moore J: Optimization of neural network architecture using genetic programming improves detection and modeling of gene-gene interactions in studies of human diseases. BMC bioinformatics 2003, 4: 28. 10.1186\/1471-2105-4-28","journal-title":"BMC bioinformatics"},{"issue":"16","key":"4368_CR14","doi-asserted-by":"publisher","first-page":"2113","DOI":"10.1093\/bioinformatics\/btm317","volume":"23","author":"B McKinney","year":"2007","unstructured":"McKinney B, Reif D, White B, Crowe J Jr, Moore J: Evaporative cooling feature selection for genotypic data involving interactions. Bioinformatics 2007, 23(16):2113\u20132120. 10.1093\/bioinformatics\/btm317","journal-title":"Bioinformatics"},{"issue":"4","key":"4368_CR15","doi-asserted-by":"publisher","first-page":"445","DOI":"10.1093\/bioinformatics\/btp713","volume":"26","author":"J Moore","year":"2010","unstructured":"Moore J, Asselbergs F, Williams S: Bioinformatics challenges for genome-wide association studies. Bioinformatics 2010, 26(4):445\u2013455. 10.1093\/bioinformatics\/btp713","journal-title":"Bioinformatics"},{"issue":"12","key":"4368_CR16","doi-asserted-by":"publisher","first-page":"2115","DOI":"10.1101\/gr.204001","volume":"11","author":"J Hoh","year":"2001","unstructured":"Hoh J, Wille A, Ott J: Trimming, weighting, and grouping SNPs in human case-control association studies. Genome Res 2001, 11(12):2115\u20132119. 10.1101\/gr.204001","journal-title":"Genome Res"},{"key":"4368_CR17","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1023\/A:1025667309714","volume":"53","author":"M Robnik-\u0160ikonja","year":"2003","unstructured":"Robnik-\u0160ikonja M, Kononenko I: Theoretical and empirical analysis of ReliefF and RReliefF. Mach.Learn 2003, 53: 23\u201369. 10.1023\/A:1025667309714","journal-title":"Mach.Learn"},{"key":"4368_CR18","first-page":"166","volume-title":"Proceedings of the 5th European Conference on EvoBIO","author":"J Moore","year":"2007","unstructured":"Moore J, White B: Tuning ReliefF for genome-wide genetic analysis. Proceedings of the 5th European Conference on EvoBIO 2007, 166\u2013175."},{"key":"4368_CR19","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1186\/1756-0381-2-5","volume":"2","author":"C Greene","year":"2009","unstructured":"Greene C, Penrod N, Kiralis J, Moore J: Spatially uniform ReliefF (SURF) for computationally-efficient filtering of gene-gene interactions. BioData Mining 2009, 2: 5. 10.1186\/1756-0381-2-5","journal-title":"BioData Mining"},{"issue":"3","key":"4368_CR20","doi-asserted-by":"publisher","first-page":"309","DOI":"10.1016\/j.ajhg.2009.08.006","volume":"85","author":"J Moore","year":"2009","unstructured":"Moore J, Williams S: Epistasis and its implications for personal genetics. Am. J. Hum. Genet 2009, 85(3):309\u2013320. 10.1016\/j.ajhg.2009.08.006","journal-title":"Am. J. Hum. Genet"},{"issue":"5","key":"4368_CR21","doi-asserted-by":"publisher","first-page":"527","DOI":"10.1007\/s00439-009-0645-6","volume":"125","author":"A Andrew","year":"2009","unstructured":"Andrew A, Gui J, Sanderson A, Mason R, Morlock E, Schned A, Kelsey K, Marsit C, Moore J, Karagas M: Bladder cancer SNP panel predicts susceptibility and survival. Hum. Genet 2009, 125(5):527\u2013539. 10.1007\/s00439-009-0645-6","journal-title":"Hum. Genet"},{"issue":"2","key":"4368_CR22","doi-asserted-by":"publisher","first-page":"143","DOI":"10.1007\/s10654-007-9208-0","volume":"23","author":"Y Qi","year":"2008","unstructured":"Qi Y, Niu W, Zhu T, Zhou W, Qiu C: Synergistic effect of the genetic polymorphisms of the renin-angiotensin-aldosterone system on high-altitude pulmonary edema: a study from Qinghai-Tibet altitude. Eur. J. Epidemiol 2008, 23(2):143\u2013152. 10.1007\/s10654-007-9208-0","journal-title":"Eur. J. Epidemiol"},{"key":"4368_CR23","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/3-540-45014-9_1","volume-title":"Proceedings of the First International Workshop on Multiple Classifier Systems","author":"T Dietterich","year":"2000","unstructured":"Dietterich T: Ensemble methods in machine learning. In Proceedings of the First International Workshop on Multiple Classifier Systems. Springer-Verlag London, UK; 2000:1\u201315. full_text"},{"issue":"3","key":"4368_CR24","doi-asserted-by":"publisher","first-page":"392","DOI":"10.1093\/bioinformatics\/btp630","volume":"26","author":"T Abeel","year":"2010","unstructured":"Abeel T, Helleputte T, Van de Peer Y, Dupont P, Saeys Y: Robust biomarker identification for cancer diagnosis with ensemble feature selection methods. Bioinformatics 2010, 26(3):392\u2013398. 10.1093\/bioinformatics\/btp630","journal-title":"Bioinformatics"},{"issue":"3","key":"4368_CR25","doi-asserted-by":"publisher","first-page":"e1000432","DOI":"10.1371\/journal.pgen.1000432","volume":"5","author":"B McKinney","year":"2009","unstructured":"McKinney B, Crowe J Jr, Guo J, Tian D: Capturing the spectrum of interaction effects in genetic association studies by simulated evaporative cooling network analysis. PLoS Genet 2009, 5(3):e1000432. 10.1371\/journal.pgen.1000432","journal-title":"PLoS Genet"},{"issue":"2","key":"4368_CR26","doi-asserted-by":"publisher","first-page":"181","DOI":"10.1023\/A:1022859003006","volume":"51","author":"L Kuncheva","year":"2003","unstructured":"Kuncheva L, Whitaker C: Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy. Mach. Learn 2003, 51(2):181\u2013207. 10.1023\/A:1022859003006","journal-title":"Mach. Learn"},{"key":"4368_CR27","first-page":"1150","volume-title":"Proceedings of the Genetic and Evolutionary Computation Conference","author":"J Moore","year":"2002","unstructured":"Moore J, Hahn L, Ritchie M, Thornton T, White B: Application of genetic algorithms to the discovery of complex models for simulation studies in human genetics. Proceedings of the Genetic and Evolutionary Computation Conference 2002, 1150\u20131155."},{"issue":"5720","key":"4368_CR28","doi-asserted-by":"publisher","first-page":"385","DOI":"10.1126\/science.1109557","volume":"308","author":"R Klein","year":"2005","unstructured":"Klein R, Zeiss C, Chew E, Tsai J, Sackler R, Haynes C, Henning A, SanGiovanni J, Mane S, Mayne S, et al.: Complement factor H polymorphism in age-related macular degeneration. Science 2005, 308(5720):385\u2013389. 10.1126\/science.1109557","journal-title":"Science"},{"key":"4368_CR29","doi-asserted-by":"publisher","first-page":"24","DOI":"10.1186\/1471-2105-10-24","volume":"10","author":"TY Chen","year":"2009","unstructured":"Chen TY, Ho JWK, Liu H, Xie X: An innovative approach for testing bioinformatics programs using metamorphic testing. BMC Bioinformatics 2009, 10: 24. 10.1186\/1471-2105-10-24","journal-title":"BMC Bioinformatics"}],"container-title":["BMC Bioinformatics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/1471-2105-12-S1-S10.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1186\/1471-2105-12-S1-S10\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/1471-2105-12-S1-S10.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,1,23]],"date-time":"2019-01-23T10:27:41Z","timestamp":1548239261000},"score":1,"resource":{"primary":{"URL":"https:\/\/bmcbioinformatics.biomedcentral.com\/articles\/10.1186\/1471-2105-12-S1-S10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011,2,15]]},"references-count":29,"journal-issue":{"issue":"S1","published-print":{"date-parts":[[2011,12]]}},"alternative-id":["4368"],"URL":"https:\/\/doi.org\/10.1186\/1471-2105-12-s1-s10","relation":{},"ISSN":["1471-2105"],"issn-type":[{"value":"1471-2105","type":"electronic"}],"subject":[],"published":{"date-parts":[[2011,2,15]]},"article-number":"S10"}}