{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T15:50:18Z","timestamp":1777564218762,"version":"3.51.4"},"reference-count":43,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61572326"],"award-info":[{"award-number":["61572326"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61802258"],"award-info":[{"award-number":["61802258"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61702333"],"award-info":[{"award-number":["61702333"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100007219","name":"Natural Science Foundation of Shanghai","doi-asserted-by":"publisher","award":["18ZR1428300"],"award-info":[{"award-number":["18ZR1428300"]}],"id":[{"id":"10.13039\/100007219","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Shanghai Committee of Science and Technology","award":["17070502800"],"award-info":[{"award-number":["17070502800"]}]},{"name":"Shanghai Committee of Science and Technology","award":["16JC1403000"],"award-info":[{"award-number":["16JC1403000"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2019]]},"DOI":"10.1109\/access.2019.2893269","type":"journal-article","created":{"date-parts":[[2019,1,17]],"date-time":"2019-01-17T19:49:02Z","timestamp":1547754542000},"page":"12647-12657","source":"Crossref","is-referenced-by-count":16,"title":["Prediction of SNP Sequences via Gini Impurity Based Gradient Boosting Method"],"prefix":"10.1109","volume":"7","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7333-2589","authenticated-orcid":false,"given":"Longquan","family":"Jiang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2289-2877","authenticated-orcid":false,"given":"Bo","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qin","family":"Ni","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xuan","family":"Sun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pingping","family":"Dong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CIBCB.2015.7300301"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.7717\/peerj.5854"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-9-365"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.4137\/CIN.S16353"},{"key":"ref31","first-page":"1247","article-title":"Epistasis detection using a permutation-based gradient boosting machine","author":"che","year":"2016","journal-title":"Proc IEEE Int Conf Bioinformat Biomed (BIBM)"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/BIBMW.2012.6470248"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.jtbi.2017.01.019"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1186\/s40781-015-0081-1"},{"key":"ref35","article-title":"Gradient boosting as a SNP filter: An evaluation using simulated and hair morphology data","volume":"4","author":"lubke","year":"2013","journal-title":"Data Mining for Genomics and Proteomics"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1186\/s12920-015-0157-2"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1086\/321276"},{"key":"ref40","doi-asserted-by":"crossref","first-page":"1189","DOI":"10.1214\/aos\/1013203451","article-title":"Greedy function approximation: A gradient boosting machine","volume":"29","author":"friedman","year":"2001","journal-title":"Ann Statist"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1002\/gepi.20211"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.2217\/14622416.6.8.823"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btq186"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.ajhg.2010.07.021"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1186\/s12859-016-1076-8"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.dsp.2013.08.007"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.2196\/jmir.5870"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.2495\/DNE-V11-N3-328-337"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1142\/S0219720013500054"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1071\/AN15538"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1002822"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3389\/fgene.2018.00237"},{"key":"ref3","first-page":"193","article-title":"An optimum random forest model for prediction of genetic susceptibility to complex diseases","author":"kelly","year":"2007","journal-title":"Proc Pacific-Asia Conf Adv Knowledge Discovery Data Mining"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1017\/S0080456800012163"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-018-31573-5"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1097\/00000441-191411000-00025"},{"key":"ref8","author":"de","year":"2014","journal-title":"Bioinformatics Challenges in Genome-Wide Association Studies (GWAS) Clinical Bioinformatics"},{"key":"ref7","author":"wernicke","year":"2003","journal-title":"On the algorithmic tractability of single nucleotide polymorphism (SNP) analysis and related problems"},{"key":"ref2","first-page":"180","article-title":"Myocardial infarction detection from left ventricular shapes using a random forest","author":"allen","year":"2015","journal-title":"Statistical Atlases and Computational Models of the Heart Imaging and Modelling Challenges"},{"key":"ref9","year":"2010","journal-title":"Human Genome Project U S Dept Energy Genome Program’s Environmental Research Information System (BERIS)"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/AEEICB.2017.7972337"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2014.2353639"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1534\/genetics.109.103952"},{"key":"ref21","first-page":"760","article-title":"Digital coding of the genetic codons and DNA sequences in high dimension space","volume":"16","author":"chen","year":"2000","journal-title":"Acta Biophys Sinica"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btr227"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1186\/1753-6561-5-S3-S11"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3168\/jds.2012-5630"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1186\/s12864-016-2647-9"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1017\/S0016672310000261"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8600701\/08615995.pdf?arnumber=8615995","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T22:13:27Z","timestamp":1643235207000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8615995\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"references-count":43,"URL":"https:\/\/doi.org\/10.1109\/access.2019.2893269","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]}}}