{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,10]],"date-time":"2025-12-10T08:54:19Z","timestamp":1765356859913,"version":"3.37.3"},"reference-count":89,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100001554","name":"Massey University Doctoral Scholarship","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001554","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/access.2021.3053045","type":"journal-article","created":{"date-parts":[[2021,1,20]],"date-time":"2021-01-20T20:47:40Z","timestamp":1611175660000},"page":"16114-16132","source":"Crossref","is-referenced-by-count":12,"title":["A Machine Learning Approach to Enhance the Performance of D2D-Enabled Clustered Networks"],"prefix":"10.1109","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3890-1245","authenticated-orcid":false,"given":"Saad","family":"Aslam","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2455-3131","authenticated-orcid":false,"given":"Fakhrul","family":"Alam","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Syed Faraz","family":"Hasan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0844-5819","authenticated-orcid":false,"given":"Mohammad A.","family":"Rashid","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1080\/01431160412331269698"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2004.1368591"},{"key":"ref71","first-page":"18","article-title":"Classification and regression by randomforest","volume":"2","author":"liaw","year":"2002","journal-title":"R News"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.06.070"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2016.7553033"},{"journal-title":"3GPP TSG RAN Physical Layer Aspects For Evolved UTRA V7 1 0","year":"2006","key":"ref77"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1186\/1755-8794-4-31"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2018.04.010"},{"key":"ref75","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4614-7138-7","author":"james","year":"2013","journal-title":"An Introduction to Statistical Learning"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CC.2018.8424603"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1093\/ietcom\/e88-b.3.1097"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOMW.2012.6477603"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CC.2017.8107637"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.3390\/s17071574"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1049\/iet-com.2016.1433"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/WCSP.2017.8171058"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TGCN.2018.2847451"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/s11235-017-0344-x"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2017.1601160"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/s11277-017-4025-6"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2020.2999852"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.3004432"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.001.1900652"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.1900530"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2017.2773529"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2994198"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2672996"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2016.7389830"},{"key":"ref66","article-title":"Predicting device-to-device channels from cellular channel measurements: A learning approach","author":"najla","year":"2019","journal-title":"arXiv 1911 07191"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC.2017.7925782"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2017.2758370"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/CC.2017.8233654"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2017.2714189"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2014.2328098"},{"journal-title":"Cisco Visual Networking Index Global Mobile Data Traffic Forecast Update 20122017 Cisco White Paper","year":"2015","key":"ref1"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2014.2325552"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2014.141208"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2015.2401557"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TBC.2015.2400824"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/WMNC.2014.6878886"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2016.2569824"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2016.2621041"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.2965856"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2016.2557792"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2016.1500356WC"},{"key":"ref58","first-page":"1","article-title":"A proposal for path loss prediction in urban environments using support vector regression","author":"timoteo","year":"2014","journal-title":"Proc Adv Int Conf Telecommun"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2019.2926625"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2837692"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2014.6757897"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2015.7417805"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2015.2431852"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.001.1900323"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2005.845141"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2930056"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2837870"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-018-1189-7"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-017-0636-1"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-017-0648-x"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2020.102539"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.001.1900351"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2016.2533394"},{"key":"ref81","first-page":"281","article-title":"Random search for hyper-parameter optimization","volume":"13","author":"bergstra","year":"2012","journal-title":"J Mach Learn Res"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2013.SUP.0513031"},{"journal-title":"Optimization for Machine Learning","year":"2012","author":"sra","key":"ref84"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/7149643"},{"journal-title":"The Computational Complexity of Machine Learning","year":"1990","author":"kearns","key":"ref83"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/8349486"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1080\/01431160802549278"},{"article-title":"A quantitative measure of fairness and discrimination","year":"1984","author":"jain","key":"ref89"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2013.6495773"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/WTS.2013.6566245"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2013.2281606"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2020.04.033"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1016\/j.optcom.2019.124698"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2017.2720818"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2016.04.006"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2014.2319312"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2014.2320099"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.08.131"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2016.7744132"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2014.6815897"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/5254.708428"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2019.2924243"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2018.2809730"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.3390\/s20071901"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1155\/2019\/5298508"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1002\/aic.14299"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.3390\/s20195509"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9312710\/09328769.pdf?arnumber=9328769","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,12,17]],"date-time":"2021-12-17T19:56:19Z","timestamp":1639770979000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9328769\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":89,"URL":"https:\/\/doi.org\/10.1109\/access.2021.3053045","relation":{},"ISSN":["2169-3536"],"issn-type":[{"type":"electronic","value":"2169-3536"}],"subject":[],"published":{"date-parts":[[2021]]}}}