{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,2]],"date-time":"2025-05-02T04:15:50Z","timestamp":1746159350587,"version":"3.40.4"},"reference-count":30,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013,12]]},"DOI":"10.1109\/bibm.2013.6732533","type":"proceedings-article","created":{"date-parts":[[2014,2,10]],"date-time":"2014-02-10T16:28:33Z","timestamp":1392049713000},"page":"446-451","source":"Crossref","is-referenced-by-count":0,"title":["Rule based regression and feature selection for biological data"],"prefix":"10.1109","author":[{"given":"Sheng","family":"Liu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shamitha","family":"Dissanayake","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sanjay","family":"Patel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xin","family":"Dang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Todd","family":"Mlsna","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yixin","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dawn","family":"Wilkins","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"19","first-page":"11","article-title":"Large margin classifiers and random forests for integrated biological prediction on mixed type data","author":"liu","year":"2010","journal-title":"Proc of the 7th Annual Biotechnology and Bioinformatics Symposium (BIOT)"},{"key":"17","first-page":"265","article-title":"Rule extraction from support vector machines: A hybrid approach for solving classification and regression problems","volume":"3","author":"mohammad-abdul-haque-farquad","year":"2012","journal-title":"Int J Information and Decision Sciences"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-75390-2_1"},{"key":"15","first-page":"3","article-title":"Extracting symbolic rules from trained neural network ensembles","volume":"16","author":"zhou","year":"2003","journal-title":"AI communications"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1162\/0899766053630350"},{"key":"13","first-page":"24","article-title":"Extracting tree-structured representations of trained networks","volume":"8","author":"craven","year":"1996","journal-title":"Advances in neural information processing systems"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2002.1000125"},{"key":"11","article-title":"Separate-and-conquer regression","author":"janssen","year":"2010","journal-title":"Proceedings of LWA2010-Workshop-Woche Lernen Wissen & Adaptivitaet"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1109\/ICDMW.2012.13"},{"key":"21","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1111\/j.2517-6161.1996.tb02080.x","article-title":"Regression shrinkage and selection via the lasso","volume":"58","author":"tibshirani","year":"1996","journal-title":"Journal of the Royal Statistical Society Series B"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1109\/TNB.2012.2213264"},{"key":"22","first-page":"16","article-title":"1-norm support vector machines","author":"zhu","year":"2003","journal-title":"Neural Information Processing Systems"},{"key":"23","first-page":"675","article-title":"An improved 1-norm svm for simultaneous classification and variable selection","volume":"2","author":"zou","year":"2007","journal-title":"Journal of Machine Learning Research-Proceedings Track"},{"key":"24","doi-asserted-by":"publisher","DOI":"10.1080\/00949650410001729472"},{"journal-title":"Stockori Qtl Dataset","year":"0","key":"25"},{"key":"26","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2009.2036000"},{"key":"27","doi-asserted-by":"publisher","DOI":"10.1016\/B978-1-55860-377-6.50071-2"},{"key":"28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-23629-7_74"},{"journal-title":"UCI Machine Learning Repository","year":"2010","author":"frank","key":"29"},{"journal-title":"Classification and Regression Trees","year":"1984","author":"breiman","key":"3"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1007\/BF00116835"},{"journal-title":"Statistical Learning Theory","year":"1998","author":"vapnik","key":"1"},{"key":"7","first-page":"1330","article-title":"Heuristic rule-based regression via dynamic reduction to classification","author":"janssen","year":"2011","journal-title":"Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence-Volume Two"},{"key":"30","first-page":"77","article-title":"Image analysis and machine learning applied to breast cancer diagnosis and prognosis","volume":"17","author":"wolberg","year":"1995","journal-title":"Analytical and Quantitative Cytology and Histology"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1145\/502512.502553"},{"key":"5","first-page":"1135","article-title":"Lightweight rule induction","author":"weiss","year":"2000","journal-title":"ICML"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-61859-7_6"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1016\/B978-1-55860-377-6.50023-2"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1023\/A:1006524209794"}],"event":{"name":"2013 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","start":{"date-parts":[[2013,12,18]]},"location":"Shanghai, China","end":{"date-parts":[[2013,12,21]]}},"container-title":["2013 IEEE International Conference on Bioinformatics and Biomedicine"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6716150\/6732442\/06732533.pdf?arnumber=6732533","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T20:34:46Z","timestamp":1746131686000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6732533\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,12]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/bibm.2013.6732533","relation":{},"subject":[],"published":{"date-parts":[[2013,12]]}}}