{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,2]],"date-time":"2026-01-02T07:48:14Z","timestamp":1767340094997,"version":"3.41.2"},"reference-count":37,"publisher":"Wiley","issue":"1","license":[{"start":{"date-parts":[[2021,7,23]],"date-time":"2021-07-23T00:00:00Z","timestamp":1626998400000},"content-version":"vor","delay-in-days":203,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61503229"],"award-info":[{"award-number":["61503229"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004480","name":"Natural Science Foundation of Shanxi Province","doi-asserted-by":"publisher","award":["201901D111033"],"award-info":[{"award-number":["201901D111033"]}],"id":[{"id":"10.13039\/501100004480","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Computational Intelligence and Neuroscience"],"published-print":{"date-parts":[[2021,1]]},"abstract":"<jats:p>As a crucial extension of Pawlak\u2032s rough set, a fuzzy rough set has been successfully applied in real\u2010valued attribute reduction. Nevertheless, the traditional fuzzy rough set is not provided with adjustable ability due to the maximal and minimal operators. It follows that the associated measure for attribute evaluation is not always appropriate. To alleviate such problems, a novel adjustable fuzzy rough set model is presented and further introduced into the parameterized attribute reduction. Additionally, the inner relationship between the appointed parameter and the reduct result is discovered, and thereby a nested mechanism is adopted to accelerate the searching procedure of reduct. Experiments demonstrate that the proposed heuristic algorithm can offer us more stable reducts with higher computational efficiency as compared with the traditional approaches.<\/jats:p>","DOI":"10.1155\/2021\/5513722","type":"journal-article","created":{"date-parts":[[2021,7,23]],"date-time":"2021-07-23T20:20:10Z","timestamp":1627071610000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Adjustable Fuzzy Rough Reduction: A Nested Strategy"],"prefix":"10.1155","volume":"2021","author":[{"given":"Ying","family":"Shi","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9930-9088","authenticated-orcid":false,"given":"Hui","family":"Qi","sequence":"additional","affiliation":[]},{"given":"Xiaofang","family":"Mu","sequence":"additional","affiliation":[]},{"given":"Mingxing","family":"Hou","sequence":"additional","affiliation":[]}],"member":"311","published-online":{"date-parts":[[2021,7,23]]},"reference":[{"doi-asserted-by":"publisher","key":"e_1_2_9_1_2","DOI":"10.1007\/bf01001956"},{"doi-asserted-by":"publisher","key":"e_1_2_9_2_2","DOI":"10.1016\/j.ins.2019.01.041"},{"doi-asserted-by":"publisher","key":"e_1_2_9_3_2","DOI":"10.1016\/j.ins.2020.11.021"},{"doi-asserted-by":"publisher","key":"e_1_2_9_4_2","DOI":"10.1016\/j.knosys.2017.02.019"},{"doi-asserted-by":"publisher","key":"e_1_2_9_5_2","DOI":"10.1016\/j.ins.2016.01.103"},{"doi-asserted-by":"publisher","key":"e_1_2_9_6_2","DOI":"10.1016\/j.ins.2019.07.051"},{"doi-asserted-by":"publisher","key":"e_1_2_9_7_2","DOI":"10.1016\/j.knosys.2018.11.034"},{"doi-asserted-by":"publisher","key":"e_1_2_9_8_2","DOI":"10.1016\/j.patcog.2014.06.002"},{"doi-asserted-by":"publisher","key":"e_1_2_9_9_2","DOI":"10.1016\/j.knosys.2016.04.012"},{"doi-asserted-by":"publisher","key":"e_1_2_9_10_2","DOI":"10.1016\/j.asoc.2020.106299"},{"doi-asserted-by":"publisher","key":"e_1_2_9_11_2","DOI":"10.1109\/tcyb.2019.2923430"},{"doi-asserted-by":"publisher","key":"e_1_2_9_12_2","DOI":"10.1016\/j.fss.2014.04.029"},{"doi-asserted-by":"publisher","key":"e_1_2_9_13_2","DOI":"10.1016\/j.fss.2016.08.001"},{"doi-asserted-by":"publisher","key":"e_1_2_9_14_2","DOI":"10.1016\/j.fss.2014.08.014"},{"doi-asserted-by":"publisher","key":"e_1_2_9_15_2","DOI":"10.1109\/tfuzz.2019.2959995"},{"doi-asserted-by":"publisher","key":"e_1_2_9_16_2","DOI":"10.1016\/j.fss.2019.07.014"},{"doi-asserted-by":"crossref","unstructured":"FungL. W.andFuK. S. An axiomatic approach to rational decision making in a fuzzy environment\u2020\u2020this work was supported by the national science foundation grant GK-36721 Proceedings of the Fuzzy Sets and Their Applications to Cognitive and Decision Processes July 1975 Berkeley CA USA 227\u2013256 https:\/\/doi.org\/10.1016\/b978-0-12-775260-0.50015-3.","key":"e_1_2_9_17_2","DOI":"10.1016\/B978-0-12-775260-0.50015-3"},{"doi-asserted-by":"publisher","key":"e_1_2_9_18_2","DOI":"10.1016\/j.ins.2015.06.025"},{"doi-asserted-by":"publisher","key":"e_1_2_9_19_2","DOI":"10.1016\/j.neucom.2018.08.065"},{"doi-asserted-by":"publisher","key":"e_1_2_9_20_2","DOI":"10.1016\/j.knosys.2018.03.031"},{"doi-asserted-by":"publisher","key":"e_1_2_9_21_2","DOI":"10.1016\/j.ijar.2010.01.004"},{"doi-asserted-by":"publisher","key":"e_1_2_9_22_2","DOI":"10.1109\/tfuzz.2011.2181180"},{"doi-asserted-by":"publisher","key":"e_1_2_9_23_2","DOI":"10.1016\/j.ins.2020.07.030"},{"doi-asserted-by":"publisher","key":"e_1_2_9_24_2","DOI":"10.1080\/03081079008935107"},{"doi-asserted-by":"publisher","key":"e_1_2_9_25_2","DOI":"10.1109\/tfuzz.2019.2949765"},{"doi-asserted-by":"publisher","key":"e_1_2_9_26_2","DOI":"10.1109\/tkde.2009.119"},{"key":"e_1_2_9_27_2","first-page":"182","article-title":"Rough sets and functional dependencies in data: foundations of association reducts","volume":"5","author":"Slezak D.","year":"2009","journal-title":"Transactions on Computational Science"},{"key":"e_1_2_9_28_2","first-page":"365","article-title":"Approximate entropy reducts","volume":"53","author":"Slezak D.","year":"2002","journal-title":"Fundamenta Informaticae"},{"doi-asserted-by":"publisher","key":"e_1_2_9_29_2","DOI":"10.1016\/j.knosys.2012.10.010"},{"doi-asserted-by":"publisher","key":"e_1_2_9_30_2","DOI":"10.1016\/j.ijar.2015.01.005"},{"doi-asserted-by":"publisher","key":"e_1_2_9_31_2","DOI":"10.1109\/tsmcb.2009.2024166"},{"doi-asserted-by":"publisher","key":"e_1_2_9_32_2","DOI":"10.1016\/j.ins.2013.06.057"},{"doi-asserted-by":"publisher","key":"e_1_2_9_33_2","DOI":"10.1016\/j.knosys.2014.03.021"},{"doi-asserted-by":"publisher","key":"e_1_2_9_34_2","DOI":"10.1016\/j.eswa.2014.04.042"},{"doi-asserted-by":"publisher","key":"e_1_2_9_35_2","DOI":"10.2991\/ijcis.2017.10.1.19"},{"doi-asserted-by":"publisher","key":"e_1_2_9_36_2","DOI":"10.1016\/j.ins.2013.05.039"},{"doi-asserted-by":"publisher","key":"e_1_2_9_37_2","DOI":"10.1007\/s13042-020-01107-5"}],"container-title":["Computational Intelligence and Neuroscience"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/cin\/2021\/5513722.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/cin\/2021\/5513722.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1155\/2021\/5513722","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,6]],"date-time":"2024-08-06T12:30:36Z","timestamp":1722947436000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1155\/2021\/5513722"}},"subtitle":[],"editor":[{"given":"Daniele","family":"Bibbo","sequence":"additional","affiliation":[]}],"short-title":[],"issued":{"date-parts":[[2021,1]]},"references-count":37,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2021,1]]}},"alternative-id":["10.1155\/2021\/5513722"],"URL":"https:\/\/doi.org\/10.1155\/2021\/5513722","archive":["Portico"],"relation":{},"ISSN":["1687-5265","1687-5273"],"issn-type":[{"type":"print","value":"1687-5265"},{"type":"electronic","value":"1687-5273"}],"subject":[],"published":{"date-parts":[[2021,1]]},"assertion":[{"value":"2021-02-02","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-07-09","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-07-23","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"5513722"}}