{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T20:41:00Z","timestamp":1761597660199,"version":"3.28.0"},"reference-count":34,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015,10]]},"DOI":"10.1109\/dsaa.2015.7344859","type":"proceedings-article","created":{"date-parts":[[2015,12,8]],"date-time":"2015-12-08T22:18:36Z","timestamp":1449613116000},"page":"1-10","source":"Crossref","is-referenced-by-count":5,"title":["Exploiting feature relationships towards stable feature selection"],"prefix":"10.1109","author":[{"given":"Iman","family":"Kamkar","sequence":"first","affiliation":[]},{"given":"Sunil Kumar","family":"Gupta","sequence":"additional","affiliation":[]},{"given":"Dinh","family":"Phung","sequence":"additional","affiliation":[]},{"given":"Svetha","family":"Venkatesh","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"crossref","first-page":"845","DOI":"10.1093\/clinchem\/37.6.845","article-title":"Cardiac troponin t in diagnosis of acute myocardial infarction","volume":"37","author":"mair","year":"1991","journal-title":"Clinical Chemistry"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1093\/aje\/kwh161"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1002\/1097-0142(20010615)91:12<2214::AID-CNCR1251>3.0.CO;2-P"},{"key":"ref30","doi-asserted-by":"crossref","first-page":"1999","DOI":"10.1056\/NEJMoa021967","article-title":"A gene-expression signature as a predictor of survival in breast cancer","volume":"347","author":"van","year":"2002","journal-title":"New England Journal of Medicine"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.jchf.2013.01.008"},{"key":"ref10","first-page":"1459","article-title":"Moreau-yosida regularization for grouped tree structure learning","author":"liu","year":"2010","journal-title":"Advances in neural information processing systems"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2005.00490.x"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1111\/j.1541-0420.2007.00843.x"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.jspi.2013.05.019"},{"article-title":"Stabilizing high-dimensional prediction models using feature graphs","year":"2014","author":"gopakumar","key":"ref14"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1038\/msb4100180"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1000217"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TCBB.2005.17"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-8-60"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1093\/biostatistics\/kxl002"},{"key":"ref28","article-title":"A coefficient of agreement for nominal scales. e&c. psychof","volume":"37","author":"cohen","year":"1960","journal-title":"Measuremenf 20"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bth469"},{"key":"ref27","first-page":"3419","article-title":"Consistent selection of tuning parameters via variable selection stability","volume":"14","author":"sun","year":"2013","journal-title":"The Journal of Machine Learning Research"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-87481-2_21"},{"key":"ref6","first-page":"2541","article-title":"On model selection consistency of lasso","volume":"7","author":"zhao","year":"2006","journal-title":"The Journal of Machine Learning Research"},{"key":"ref29","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","author":"tibshirani","year":"1996","journal-title":"Journal of the Royal Statistical Society Series B (Methodological)"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2005.00532.x"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2010.00740.x"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390161"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401986"},{"key":"ref9","article-title":"Stable feature selection for clinical prediction: Exploiting icd tree structure using tree-lasso","author":"kamkar","year":"2014","journal-title":"Journal of Biomedical Informatics"},{"key":"ref1","article-title":"Statistical challenges with high dimensionality: Feature selection in knowledge discovery","author":"fan","year":"2006","journal-title":"arXiv preprint math\/0602133"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557084"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1214\/07-AOS584"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553431"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/2339530.2339675"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2005.00503.x"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1561\/2200000016"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511804441"}],"event":{"name":"2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA)","start":{"date-parts":[[2015,10,19]]},"location":"Campus des Cordeliers, Paris, France","end":{"date-parts":[[2015,10,21]]}},"container-title":["2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7344768\/7344769\/07344859.pdf?arnumber=7344859","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,9,12]],"date-time":"2020-09-12T09:42:29Z","timestamp":1599903749000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7344859\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,10]]},"references-count":34,"URL":"https:\/\/doi.org\/10.1109\/dsaa.2015.7344859","relation":{},"subject":[],"published":{"date-parts":[[2015,10]]}}}