{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,26]],"date-time":"2026-03-26T15:26:41Z","timestamp":1774538801776,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":25,"publisher":"ACM","license":[{"start":{"date-parts":[[2017,11,6]],"date-time":"2017-11-06T00:00:00Z","timestamp":1509926400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2017,11,6]]},"DOI":"10.1145\/3132847.3132858","type":"proceedings-article","created":{"date-parts":[[2017,11,6]],"date-time":"2017-11-06T13:30:29Z","timestamp":1509975029000},"page":"1649-1656","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":35,"title":["Multi-Label Feature Selection using Correlation Information"],"prefix":"10.1145","author":[{"given":"Ali","family":"Braytee","sequence":"first","affiliation":[{"name":"University of Technology Sydney, Sydney, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wei","family":"Liu","sequence":"additional","affiliation":[{"name":"University of Technology Sydney, Sydney, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daniel R.","family":"Catchpoole","sequence":"additional","affiliation":[{"name":"Children's Hospital at Westmead, Sydney, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Paul J.","family":"Kennedy","sequence":"additional","affiliation":[{"name":"University of Technology Sydney, Sydney, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2017,11,6]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btk048"},{"key":"e_1_3_2_1_2_1","volume-title":"Learning multi-label scene classification. Pattern recognition","author":"Boutell Matthew R","year":"2004","unstructured":"Matthew R Boutell , Jiebo Luo , Xipeng Shen , and Christopher M Brown . 2004. Learning multi-label scene classification. Pattern recognition , Vol. 37 , 9 ( 2004 ), 1757--1771. Matthew R Boutell, Jiebo Luo, Xipeng Shen, and Christopher M Brown. 2004. Learning multi-label scene classification. Pattern recognition, Vol. 37, 9 (2004), 1757--1771."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/2983323.2983375"},{"key":"e_1_3_2_1_4_1","first-page":"1","article-title":"Statistical comparisons of classifiers over multiple data sets","volume":"7","author":"Demvsar Janez","year":"2006","unstructured":"Janez Demvsar . 2006 . Statistical comparisons of classifiers over multiple data sets . Journal of Machine learning research Vol. 7 , Jan (2006), 1 -- 30 . Janez Demvsar. 2006. Statistical comparisons of classifiers over multiple data sets. Journal of Machine learning research Vol. 7, Jan (2006), 1--30.","journal-title":"Journal of Machine learning research"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/1150402.1150420"},{"key":"e_1_3_2_1_6_1","volume-title":"Latent semantic analysis. Annual review of information science and technology","author":"Dumais Susan T","year":"2004","unstructured":"Susan T Dumais . 2004. Latent semantic analysis. Annual review of information science and technology , Vol. 38 , 1 ( 2004 ), 188--230. Susan T Dumais. 2004. Latent semantic analysis. Annual review of information science and technology, Vol. 38, 1 (2004), 188--230."},{"key":"e_1_3_2_1_7_1","unstructured":"Sheng-Jun Huang Zhi-Hua Zhou and ZH Zhou. 2012. Multi-Label Learning by Exploiting Label Correlations Locally. AAAI.   Sheng-Jun Huang Zhi-Hua Zhou and ZH Zhou. 2012. Multi-Label Learning by Exploiting Label Correlations Locally. AAAI."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401939"},{"key":"e_1_3_2_1_9_1","volume-title":"Proceedings of the 25th International Joint Conference on Artificial Intelligence.","author":"Jian Ling","year":"2016","unstructured":"Ling Jian , Jundong Li , Kai Shu , and Huan Liu . 2016 . Multi-Label Informed Feature Selection . In Proceedings of the 25th International Joint Conference on Artificial Intelligence. Ling Jian, Jundong Li, Kai Shu, and Huan Liu. 2016. Multi-Label Informed Feature Selection. In Proceedings of the 25th International Joint Conference on Artificial Intelligence."},{"key":"e_1_3_2_1_10_1","unstructured":"Daniel D Lee and H Sebastian Seung. 2001. Algorithms for non-negative matrix factorization. Advances in neural information processing systems. 556--562.  Daniel D Lee and H Sebastian Seung. 2001. Algorithms for non-negative matrix factorization. Advances in neural information processing systems. 556--562."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2015.04.009"},{"key":"e_1_3_2_1_12_1","volume-title":"Computational methods of feature selection","author":"Liu Huan","unstructured":"Huan Liu and Hiroshi Motoda . 2007. Computational methods of feature selection . CRC Press . Huan Liu and Hiroshi Motoda. 2007. Computational methods of feature selection. CRC Press."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2012.2187179"},{"key":"e_1_3_2_1_14_1","unstructured":"Feiping Nie Heng Huang Xiao Cai and Chris H Ding. 2010. Efficient and robust feature selection via joint ffl2 1-norms minimization Advances in neural information processing systems. 1813--1821.   Feiping Nie Heng Huang Xiao Cai and Chris H Ding. 2010. Efficient and robust feature selection via joint ffl2 1-norms minimization Advances in neural information processing systems. 1813--1821."},{"key":"e_1_3_2_1_15_1","volume-title":"bioNMF: a versatile tool for non-negative matrix factorization in biology. BMC bioinformatics","author":"Pascual-Montano Alberto","year":"2006","unstructured":"Alberto Pascual-Montano , Pedro Carmona-Saez , Monica Chagoyen , Francisco Tirado , Jose M Carazo , and Roberto D Pascual-Marqui . 2006. bioNMF: a versatile tool for non-negative matrix factorization in biology. BMC bioinformatics , Vol. 7 , 1 ( 2006 ), 1. Alberto Pascual-Montano, Pedro Carmona-Saez, Monica Chagoyen, Francisco Tirado, Jose M Carazo, and Roberto D Pascual-Marqui. 2006. bioNMF: a versatile tool for non-negative matrix factorization in biology. BMC bioinformatics, Vol. 7, 1 (2006), 1."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-34459-6_8"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/BRACIS.2013.10"},{"key":"e_1_3_2_1_18_1","series-title":"Series B (Methodological)","volume-title":"Regression shrinkage and selection via the lasso. Journal of the Royal Statistical Society","author":"Tibshirani Robert","year":"1996","unstructured":"Robert Tibshirani . 1996. Regression shrinkage and selection via the lasso. Journal of the Royal Statistical Society . Series B (Methodological) ( 1996 ), 267--288. Robert Tibshirani. 1996. Regression shrinkage and selection via the lasso. Journal of the Royal Statistical Society. Series B (Methodological) (1996), 267--288."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.5555\/1953048.2021078"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"crossref","unstructured":"Grigorios Tsoumakas and Min-ling Zhang. 2009. Learning from multi-label data. (2009).  Grigorios Tsoumakas and Min-ling Zhang. 2009. Learning from multi-label data. (2009).","DOI":"10.1007\/978-0-387-09823-4_34"},{"key":"e_1_3_2_1_21_1","unstructured":"Naonori Ueda and Kazumi Saito. 2002. Parametric mixture models for multi-labeled text. Advances in neural information processing systems. 721--728.   Naonori Ueda and Kazumi Saito. 2002. Parametric mixture models for multi-labeled text. Advances in neural information processing systems. 721--728."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2014.125"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/1839490.1839495"},{"key":"e_1_3_2_1_24_1","volume-title":"The Tumour Bank of The Children's Hospital at Westmead. Biopreservation and biobanking","author":"Zhou Li","year":"2015","unstructured":"Li Zhou , Namrata Nath , Oksana Markovich , Aysen Yuksel , Aedan Roberts , and Daniel Catchpoole . 2015. The Tumour Bank of The Children's Hospital at Westmead. Biopreservation and biobanking Vol. 13 , 2 ( 2015 ), 147--148. Li Zhou, Namrata Nath, Oksana Markovich, Aysen Yuksel, Aedan Roberts, and Daniel Catchpoole. 2015. The Tumour Bank of The Children's Hospital at Westmead. Biopreservation and biobanking Vol. 13, 2 (2015), 147--148."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btm036"}],"event":{"name":"CIKM '17: ACM Conference on Information and Knowledge Management","location":"Singapore Singapore","acronym":"CIKM '17","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGIR ACM Special Interest Group on Information Retrieval"]},"container-title":["Proceedings of the 2017 ACM on Conference on Information and Knowledge Management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3132847.3132858","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3132847.3132858","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T02:13:24Z","timestamp":1750212804000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3132847.3132858"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,11,6]]},"references-count":25,"alternative-id":["10.1145\/3132847.3132858","10.1145\/3132847"],"URL":"https:\/\/doi.org\/10.1145\/3132847.3132858","relation":{},"subject":[],"published":{"date-parts":[[2017,11,6]]},"assertion":[{"value":"2017-11-06","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}