{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,4]],"date-time":"2026-06-04T16:54:16Z","timestamp":1780592056828,"version":"3.54.1"},"reference-count":55,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/access.2024.3392729","type":"journal-article","created":{"date-parts":[[2024,4,23]],"date-time":"2024-04-23T19:38:22Z","timestamp":1713901102000},"page":"61401-61409","source":"Crossref","is-referenced-by-count":15,"title":["An Optimal Random Projection <i>k<\/i> Nearest Neighbors Ensemble via Extended Neighborhood Rule for Binary Classification"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1411-954X","authenticated-orcid":false,"given":"Amjad","family":"Ali","sequence":"first","affiliation":[{"name":"Department of Statistics, Abdul Wali Khan University Mardan, Mardan, Pakistan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3933-9143","authenticated-orcid":false,"given":"Zardad","family":"Khan","sequence":"additional","affiliation":[{"name":"Department of Statistics and Business Analytics, United Arab Emirates University, Al Ain, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dost","family":"Muhammad Khan","sequence":"additional","affiliation":[{"name":"Department of Statistics, Abdul Wali Khan University Mardan, Mardan, Pakistan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0826-4540","authenticated-orcid":false,"given":"Saeed","family":"Aldahmani","sequence":"additional","affiliation":[{"name":"Department of Statistics and Business Analytics, United Arab Emirates University, Al Ain, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3010099"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3459665"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.2307\/2685209"},{"key":"ref4","volume-title":"The Elements of Statistical Learning; Data Mining, Inference and Prediction","author":"Hastie","year":"2009"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3307512"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3152906"},{"key":"ref7","article-title":"Survey of nearest neighbor techniques","author":"Bhatia","year":"2010","journal-title":"arXiv:1007.0085"},{"key":"ref8","first-page":"89","article-title":"Introspection of various k-nearest neighbor techniques","volume":"3","author":"Kulkarni","year":"2013","journal-title":"UACEE Int. J. Adv. Comput. Sci. Appl."},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3012768"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/S1088-467X(99)00018-9"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-28651-6_93"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2004.1334065"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2009.02.065"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-008-5096-0"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICDMW.2014.112"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s11634-015-0227-5"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/502512.502546"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1111\/rssb.12228"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2023.109641"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-007-0114-2"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.1978.4309958"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-017-2053-3_4"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1979.1056066"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1972.1054809"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102355"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-39964-3_62"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.4304\/jcp.4.3.230-237"},{"key":"ref28","first-page":"1","article-title":"MKNN: Modified knearest neighbor","volume-title":"Proc. World Congr. Eng. Comput. Sci.","volume":"1","author":"Parvin"},{"key":"ref29","first-page":"135","article-title":"Application of k-nearest neighbor on feature projections classifier to text categorization","volume-title":"Proc. 13th Int. Symp. Comput. Inf. Sci.","volume":"98","author":"Yavuz"},{"key":"ref30","first-page":"1","article-title":"Weighted k nearest neighbor classification on feature projections","volume-title":"Proc. 12-th Int. Symp. Comput. Inf. Sci.","author":"Guvenir"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2996946"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2977403"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3287484"},{"key":"ref34","first-page":"37","article-title":"Combining nearest neighbor classifiers through multiple feature subsets","volume-title":"Proc. ICML","volume":"98","author":"Bay"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/S0031-3203(02)00044-4"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-12-450"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ISDFS.2018.8355377"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2844349"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/BF00058655"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/s11390-005-0005-5"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2005.845396"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.09.016"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3225682"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TCSET.2002.1015937"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2017.2673241"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.09.038"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2018.08.003"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-020-01183-7"},{"key":"ref49","volume-title":"Heart Attack Analysis & Prediction Dataset","author":"Rahman","year":"2022"},{"key":"ref50","author":"Kuhn","year":"2021","journal-title":"CARET: Classification Regression Training R Package Version 6.0\u201390"},{"key":"ref51","author":"Schliep","year":"2016","journal-title":"KKNN: Weighted K-nearest Neighbors R Package Version 1.3.1"},{"key":"ref52","author":"Li","year":"2015","journal-title":"RKNN: Random KNN Classification Regression R Package Version 1.2\u20131"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1177\/154405910408300516"},{"key":"ref54","author":"Khan","year":"2020","journal-title":"OTE: Optim. Trees Ensembles for Regression, Classification Class Membership Probab. Estimation"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.18637\/jss.v011.i09"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10380310\/10506906.pdf?arnumber=10506906","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,3]],"date-time":"2024-09-03T04:38:38Z","timestamp":1725338318000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10506906\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":55,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3392729","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}