{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,17]],"date-time":"2026-06-17T17:11:05Z","timestamp":1781716265512,"version":"3.54.5"},"reference-count":267,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100000266","name":"DARE Project through the Engineering and Physical Sciences Research Council U.K. Global Challenges Research Fund Allocation","doi-asserted-by":"publisher","award":["EP\/P028764\/1"],"award-info":[{"award-number":["EP\/P028764\/1"]}],"id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Conselho Nacional de Pesquisa, Brazil","award":["304096\/2013-0"],"award-info":[{"award-number":["304096\/2013-0"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Commun. Surv. Tutorials"],"published-print":{"date-parts":[[2017]]},"DOI":"10.1109\/comst.2017.2727878","type":"journal-article","created":{"date-parts":[[2017,7,17]],"date-time":"2017-07-17T18:10:58Z","timestamp":1500315058000},"page":"2392-2431","source":"Crossref","is-referenced-by-count":405,"title":["A Survey of Machine Learning Techniques Applied to Self-Organizing Cellular Networks"],"prefix":"10.1109","volume":"19","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0712-9160","authenticated-orcid":false,"given":"Paulo Valente","family":"Klaine","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4743-9136","authenticated-orcid":false,"given":"Muhammad Ali","family":"Imran","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0564-0333","authenticated-orcid":false,"given":"Oluwakayode","family":"Onireti","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Richard Demo","family":"Souza","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref170","doi-asserted-by":"publisher","DOI":"10.1109\/VETECS.2000.851697"},{"key":"ref172","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2013.2247778"},{"key":"ref171","doi-asserted-by":"publisher","DOI":"10.1007\/s11277-008-9467-4"},{"key":"ref174","doi-asserted-by":"publisher","DOI":"10.1109\/VETECS.2011.5956149"},{"key":"ref173","doi-asserted-by":"publisher","DOI":"10.1109\/VTCFall.2016.7880848"},{"key":"ref176","doi-asserted-by":"publisher","DOI":"10.1109\/ICOIN.2016.7427072"},{"key":"ref175","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2012.2234156"},{"key":"ref178","doi-asserted-by":"publisher","DOI":"10.1109\/ICCT.2003.1209653"},{"key":"ref177","first-page":"1538","article-title":"Call admission control in wideband CDMA cellular networks by using fuzzy logic","volume":"3","author":"ye","year":"2003","journal-title":"Proc IEEE Wireless Commun Netw (WCNC)"},{"key":"ref168","doi-asserted-by":"publisher","DOI":"10.1109\/CISIS.2008.83"},{"key":"ref169","doi-asserted-by":"publisher","DOI":"10.1109\/CCECE.2008.4564602"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1155\/2012\/163184"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2007.912610"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/VTCSpring.2015.7145764"},{"key":"ref32","first-page":"38","article-title":"A novel passive bandwidth reservation algorithm based on neural networks path prediction in wireless environments","author":"fazio","year":"2010","journal-title":"Int Symp Perf Eval Comput Telecommun Syst (SPECTS)"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TPSD.2008.4562719"},{"key":"ref30","first-page":"36","article-title":"Predicting a user&#x2019;s next cell with supervised learning based on channel states","author":"chen","year":"2013","journal-title":"Proc IEEE 14th Workshop Signal Process Adv Wireless Commun (SPAWC)"},{"key":"ref267","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1002\/ett.1060"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.5121\/ijwmn.2013.5610"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC.1998.733570"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/LATINCOM.2015.7430131"},{"key":"ref181","doi-asserted-by":"publisher","DOI":"10.1109\/3CA.2010.5533815"},{"key":"ref180","doi-asserted-by":"publisher","DOI":"10.1109\/ANTS.2009.5409871"},{"key":"ref185","doi-asserted-by":"crossref","first-page":"237","DOI":"10.1613\/jair.301","article-title":"Reinforcement learning: A survey","volume":"4","author":"kaelbling","year":"1996","journal-title":"J Artif Intell Res"},{"key":"ref184","volume":"1","author":"sutton","year":"1998","journal-title":"Reinforcement Learning An Introduction"},{"key":"ref183","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOMW.2015.7414141"},{"key":"ref182","doi-asserted-by":"publisher","DOI":"10.1109\/BWCCA.2015.75"},{"key":"ref189","doi-asserted-by":"publisher","DOI":"10.1109\/ISWCS.2014.6933489"},{"key":"ref188","doi-asserted-by":"publisher","DOI":"10.1002\/bltj.20463"},{"key":"ref187","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC.2010.5671622"},{"key":"ref186","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC.2012.6214281"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/s11276-005-6611-x"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2004.1336729"},{"key":"ref179","doi-asserted-by":"publisher","DOI":"10.1109\/ICCT.2006.341770"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/JSYST.2015.2445919"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1002\/wcm.499"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2012.100412.00017"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/2333112.2333118"},{"key":"ref24","volume":"72","author":"simon","year":"2013","journal-title":"Too Big to Ignore The Business Case for Big Data"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2014.2320099"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-21606-5"},{"key":"ref25","first-page":"3","article-title":"Supervised machine learning: A review of classification techniques","author":"kotsiantis","year":"2007","journal-title":"Proc Conf Emerg Artif Intell Appl Comput Eng Real Word AI Syst Appl eHealth HCI Inf Retrieval Pervasive Technol"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC.2014.7136428"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC.2014.6952896"},{"key":"ref154","doi-asserted-by":"publisher","DOI":"10.1109\/SGCAC.2016.7458009"},{"key":"ref153","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOMW.2010.5700364"},{"key":"ref156","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOMW.2011.6162538"},{"key":"ref155","doi-asserted-by":"publisher","DOI":"10.1109\/ISWCS.2009.5285232"},{"key":"ref150","doi-asserted-by":"publisher","DOI":"10.1109\/TCNS.2014.2357511"},{"key":"ref152","doi-asserted-by":"publisher","DOI":"10.1109\/WiCOM.2012.6478660"},{"key":"ref151","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2015.7143333"},{"key":"ref146","doi-asserted-by":"publisher","DOI":"10.1109\/VETECS.2010.5493656"},{"key":"ref147","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2016.7389824"},{"key":"ref148","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOMW.2010.5700369"},{"key":"ref149","doi-asserted-by":"publisher","DOI":"10.1109\/ISCIT.2006.339893"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2005.75"},{"key":"ref58","first-page":"157","article-title":"Traffic trends analysis using neural networks","author":"edwards","year":"1997","journal-title":"Proc Int Workshop Appl Neural Networks Telecommun 2"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/RCIS.2010.5507338"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/ChinaSIP.2015.7230444"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/VETECF.2004.1399921"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1989.1.4.502"},{"key":"ref53","volume":"2","author":"haykin","year":"2004","journal-title":"Neural Networks A Comprehensive Foundation"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/VTCSpring.2015.7145707"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-92157-8_19"},{"key":"ref167","doi-asserted-by":"publisher","DOI":"10.1109\/CCECE.1997.608362"},{"key":"ref166","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC.2007.4394234"},{"key":"ref165","doi-asserted-by":"publisher","DOI":"10.1109\/MELCON.2008.4618406"},{"key":"ref164","doi-asserted-by":"publisher","DOI":"10.1109\/ISTEL.2008.4651354"},{"key":"ref163","doi-asserted-by":"publisher","DOI":"10.1109\/5.364485"},{"key":"ref162","author":"ross","year":"2009","journal-title":"Fuzzy Logic with Engineering Applications"},{"key":"ref161","doi-asserted-by":"publisher","DOI":"10.1109\/VETECS.2011.5956497"},{"key":"ref160","first-page":"1","article-title":"Cell outage detection in heterogeneous networks with separated control and data plane","author":"onireti","year":"2014","journal-title":"Proc Eur Wireless 20th Eur Wireless Conf"},{"key":"ref4","first-page":"24","article-title":"A 5G wireless communications vision","volume":"55","author":"fettweis","year":"2012","journal-title":"Microw J"},{"key":"ref3","year":"2014","journal-title":"Looking ahead to 5G"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICCW.2016.7503793"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2014.2328098"},{"key":"ref8","first-page":"1","article-title":"Big data empowered self organized networks","author":"baldo","year":"2014","journal-title":"Proc Eur Wireless 20th Eur Wireless Conf"},{"key":"ref159","first-page":"1576","article-title":"Self-organizing and self-healing mechanisms in cooperative small-cell networks","author":"chu","year":"2013","journal-title":"Proc IEEE 24th Annu Int Symp Pers Indoor Mobile Radio Commun (PIMRC)"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1002\/ett.2824"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2015.2431371"},{"key":"ref157","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC.2014.6952531"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2014.6963801"},{"key":"ref158","first-page":"389","article-title":"Adjusting electrical downtilt based mechanism of autonomous cell outage compensation","author":"li","year":"2011","journal-title":"Proc IET Int Conf Commun Technol Appl (ICCTA)"},{"key":"ref46","author":"murphy","year":"2006","journal-title":"Naive Bayes Classifier"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-25575-5_14"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1967.1053964"},{"key":"ref47","first-page":"41","article-title":"An empirical study of the naive Bayes classifier","volume":"3","author":"rish","year":"2001","journal-title":"Proc IJCAI Workshop Empirical Methods Artif Intell"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC.2014.7136373"},{"key":"ref41","first-page":"1","article-title":"Cell outage detection based on improved BP neural network in LTE system","author":"feng","year":"2015","journal-title":"Proc 11th Int Conf Wireless Commun Netw Mobile Comput (WiCOM)"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ISDA.2007.17"},{"key":"ref43","volume":"1","author":"vapnik","year":"1998","journal-title":"Statistical Learning Theory"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC.2013.6666642"},{"key":"ref72","author":"breiman","year":"1984","journal-title":"Classification and Regression Trees"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1002\/ett.2971"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/DRCN.2015.7149014"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1145\/245108.245121"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-85820-3"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC.2010.5671907"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1145\/138859.138867"},{"key":"ref78","first-page":"43","article-title":"Empirical analysis of predictive algorithms for collaborative filtering","author":"breese","year":"1998","journal-title":"Proc 14th Conf Uncertainty Artif Intell"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2013.6566865"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/ECTICon.2014.6839831"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC.2007.4394861"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-30189-9_26"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/SOFTCOM.2007.4446120"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/CSCI.2015.155"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/NOMS.2016.7502901"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/MASSP.1987.1165576"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1145\/130385.130401"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2011.156"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/CNSM.2013.6727831"},{"key":"ref197","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2016.2522080"},{"key":"ref198","doi-asserted-by":"publisher","DOI":"10.1587\/transcom.E97.B.1679"},{"key":"ref199","doi-asserted-by":"publisher","DOI":"10.1109\/VETECS.2011.5956148"},{"key":"ref193","doi-asserted-by":"publisher","DOI":"10.1109\/WCNCW.2017.7919074"},{"key":"ref194","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOMW.2010.5700414"},{"key":"ref195","first-page":"170","article-title":"A cooperative reinforcement learning approach for inter-cell interference coordination in OFDMA cellular networks","author":"dirani","year":"2010","journal-title":"Proc Int Symp Model Optim Mobile Ad-Hoc Wireless Netw (WiOpt)"},{"key":"ref196","doi-asserted-by":"publisher","DOI":"10.1109\/ISCC.2014.6912619"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1109\/VETECS.2004.1390698"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2001.989552"},{"key":"ref190","doi-asserted-by":"publisher","DOI":"10.1109\/ICCW.2015.7247158"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1109\/INM.2003.1194197"},{"key":"ref191","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2016.2566958"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2016.2569824"},{"key":"ref192","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2016.7841518"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2015.7218669"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC.2007.692"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2012.031912.110155"},{"key":"ref99","first-page":"234","article-title":"An improved anomaly detection and diagnosis framework for mobile network operators","author":"nov\u00e1czki","year":"2013","journal-title":"Proc 9th Int Conf Design Rel Commun Netw (DRCN)"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1109\/ECTICON.2008.4600446"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1109\/ITC.2015.30"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2014.6871674"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2014.2360865"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2013.6515045"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1109\/VETECF.2000.887116"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2014.6812290"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2013.2251922"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1109\/WIOPT.2014.6850348"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2014.6883600"},{"key":"ref87","first-page":"1","article-title":"Harmonized Q-Learning for radio resource management in LTE based networks","author":"kumar","year":"2013","journal-title":"2013 Proceedings of ITU Kaleidoscope Building Sustainable Communities K-2013"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1109\/VETECS.2007.135"},{"key":"ref200","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC.2013.6666500"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1109\/CSE.2009.72"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2009.5425651"},{"key":"ref209","doi-asserted-by":"publisher","DOI":"10.1109\/VTCFall.2014.6965842"},{"key":"ref203","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC.2002.1046544"},{"key":"ref204","first-page":"3264","article-title":"Reinforcement learning approach to dynamic activation of base station resources in wireless networks","author":"kong","year":"2013","journal-title":"Proc PIMRC"},{"key":"ref201","doi-asserted-by":"publisher","DOI":"10.1109\/VTCFall.2014.6966140"},{"key":"ref202","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2010.08.012"},{"key":"ref207","doi-asserted-by":"publisher","DOI":"10.1109\/WCNCW.2017.7919075"},{"key":"ref208","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC.2012.6214334"},{"key":"ref205","doi-asserted-by":"publisher","DOI":"10.1109\/VETECS.2011.5956562"},{"key":"ref206","doi-asserted-by":"crossref","first-page":"1853","DOI":"10.1109\/ICC.2003.1203920","article-title":"A self-learning adaptive critic approach for call admission control in wireless cellular networks","volume":"3","author":"liu","year":"2003","journal-title":"Proc IEEE Int Conf Commun (ICC)"},{"key":"ref211","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2015.7248939"},{"key":"ref210","doi-asserted-by":"publisher","DOI":"10.1109\/5.18626"},{"key":"ref212","doi-asserted-by":"publisher","DOI":"10.1109\/CCNC.2010.5421684"},{"key":"ref213","doi-asserted-by":"publisher","DOI":"10.1109\/IWCMC.2013.6583575"},{"key":"ref214","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2016.2623276"},{"key":"ref215","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2016.2644608"},{"key":"ref216","doi-asserted-by":"publisher","DOI":"10.1109\/WTS.2015.7117261"},{"key":"ref217","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC.2008.275"},{"key":"ref218","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2015.7417594"},{"key":"ref219","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2016.2517070"},{"key":"ref220","author":"pearl","year":"1984","journal-title":"Heuristics Intelligent Search Strategies for Computer Problem Solving"},{"key":"ref222","doi-asserted-by":"publisher","DOI":"10.1049\/cp.2013.2053"},{"key":"ref221","doi-asserted-by":"publisher","DOI":"10.1109\/VETECS.2011.5956370"},{"key":"ref229","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/3927.001.0001","author":"mitchell","year":"1998","journal-title":"An Introduction to Genetic Algorithms"},{"key":"ref228","doi-asserted-by":"publisher","DOI":"10.1109\/2.294849"},{"key":"ref227","author":"davis","year":"1991","journal-title":"Handbook of Genetic Algorithms"},{"key":"ref226","doi-asserted-by":"publisher","DOI":"10.5220\/0005045102360243"},{"key":"ref225","doi-asserted-by":"publisher","DOI":"10.1109\/ICCS.2012.6406205"},{"key":"ref224","doi-asserted-by":"publisher","DOI":"10.1109\/ICCS.2006.301458"},{"key":"ref223","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2010.5402670"},{"key":"ref127","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2013.2256441"},{"key":"ref126","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2007.912329"},{"key":"ref125","doi-asserted-by":"publisher","DOI":"10.4218\/etrij.04.0703.0007"},{"key":"ref124","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2014.7037136"},{"key":"ref129","first-page":"119","article-title":"Distributed algorithm for self organizing LTE interference coordination","author":"karla","year":"2009","journal-title":"Proc Int Conf Mobile Netw Manage"},{"key":"ref128","doi-asserted-by":"publisher","DOI":"10.1145\/1859995.1860003"},{"key":"ref130","doi-asserted-by":"publisher","DOI":"10.1002\/wcm.2518"},{"key":"ref133","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-92157-8_26"},{"key":"ref134","doi-asserted-by":"publisher","DOI":"10.1155\/2010\/750173"},{"key":"ref131","doi-asserted-by":"publisher","DOI":"10.1109\/BCN.2007.372748"},{"key":"ref132","doi-asserted-by":"publisher","DOI":"10.1109\/ISWCS.2012.6328318"},{"key":"ref232","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC.2009.5450062"},{"key":"ref233","doi-asserted-by":"publisher","DOI":"10.1155\/2012\/303465"},{"key":"ref230","first-page":"58","article-title":"Self-deployment, self-configuration: Critical future paradigms for wireless access networks","author":"mullany","year":"2004","journal-title":"Proceedings of the Workshop on Autonomic Communications"},{"key":"ref231","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2014.2330601"},{"key":"ref239","doi-asserted-by":"publisher","DOI":"10.1109\/wicom.2011.6036713"},{"key":"ref238","doi-asserted-by":"crossref","first-page":"40","DOI":"10.1109\/CC.2014.7022524","article-title":"A distributed cell outage compensation mechanism based on RS power adjustment in LTE networks","volume":"11","author":"li","year":"2014","journal-title":"China Commun"},{"key":"ref235","first-page":"133","article-title":"Self-optimization of handover parameters in LTE networks","author":"capdevielle","year":"2013","journal-title":"Proc Int Symp Model Optim Mobile Ad-Hoc Wireless Netw (WiOpt)"},{"key":"ref234","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2007.912601"},{"key":"ref237","first-page":"1","article-title":"A cell outage compensation scheme based on immune algorithm in LTE networks","author":"jiang","year":"2013","journal-title":"Proc 15th Asia&#x2013;Pacific Netw Oper Manage Symp (APNOMS)"},{"key":"ref236","first-page":"344","article-title":"Using dynamic sector antenna tilting control for load balancing in cellular mobile communications","volume":"2","author":"du","year":"2002","journal-title":"Proc Int Conf Telecommun (ICT)"},{"key":"ref136","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC.2011.6139958"},{"key":"ref135","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC.2011.6139784"},{"key":"ref138","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-03644-6_23"},{"key":"ref137","first-page":"1","article-title":"Enhanced weighted performance based handover optimization in LTE","author":"balan","year":"2011","journal-title":"Future Network & Mobile Summit (FutureNetw)"},{"key":"ref139","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2013.2251923"},{"key":"ref140","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOMW.2013.6824967"},{"key":"ref141","doi-asserted-by":"publisher","DOI":"10.1109\/NOMS.2010.5488335"},{"key":"ref142","doi-asserted-by":"publisher","DOI":"10.1109\/VETECF.2010.5594245"},{"key":"ref143","doi-asserted-by":"publisher","DOI":"10.1109\/WOWMOM.2007.4351738"},{"key":"ref2","year":"2015","journal-title":"5G Vision"},{"key":"ref144","doi-asserted-by":"publisher","DOI":"10.1109\/APNOMS.2014.6996546"},{"key":"ref1","year":"2013","journal-title":"5G A Technology Vision"},{"key":"ref145","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2009.5198628"},{"key":"ref241","doi-asserted-by":"publisher","DOI":"10.1109\/VETECS.2011.5956626"},{"key":"ref242","doi-asserted-by":"publisher","DOI":"10.2172\/15002155"},{"key":"ref243","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-75171-7_4"},{"key":"ref244","doi-asserted-by":"publisher","DOI":"10.1016\/j.acha.2006.04.006"},{"key":"ref240","first-page":"59","article-title":"Feature selection and extraction","author":"kittler","year":"1986","journal-title":"Handbook of Pattern Recognition and Image Processing"},{"key":"ref248","first-page":"1","article-title":"Planning future cellular networks: A generic framework for performance quantification","author":"imran","year":"2013","journal-title":"Proc 19th Eur Wireless Conf (EW)"},{"key":"ref247","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2011.6133802"},{"key":"ref246","first-page":"161","article-title":"A transfer learning approach for cache-enabled wireless networks","author":"ba?tu?","year":"2015","journal-title":"Proc Int Symp Model Optim Mobile Ad-Hoc Wireless Netw (WiOpt)"},{"key":"ref245","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2009.191"},{"key":"ref249","doi-asserted-by":"publisher","DOI":"10.1109\/CCNC.2010.5421822"},{"key":"ref109","doi-asserted-by":"publisher","DOI":"10.1016\/S0925-2312(98)00030-7"},{"key":"ref108","doi-asserted-by":"publisher","DOI":"10.1109\/ICCNC.2017.7876181"},{"key":"ref107","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6638499"},{"key":"ref106","first-page":"2266","article-title":"A dynamic affinity propagation clustering algorithm for cell outage detection in self-healing networks","author":"ma","year":"2013","journal-title":"Proc IEEE Wireless Commun Netw Conf (WCNC)"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2016.2516004"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2015.2426187"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.1109\/IWCMC.2015.7289247"},{"key":"ref102","first-page":"82","article-title":"Hidden anomaly detection in telecommunication networks","author":"bouillard","year":"2012","journal-title":"Proc Int Conf Netw Service Manage"},{"key":"ref111","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2016.2601919"},{"key":"ref112","doi-asserted-by":"publisher","DOI":"10.1145\/1541880.1541882"},{"key":"ref110","doi-asserted-by":"publisher","DOI":"10.1109\/VETECF.2005.1558502"},{"key":"ref250","doi-asserted-by":"publisher","DOI":"10.1109\/NOMS.2010.5488334"},{"key":"ref251","doi-asserted-by":"publisher","DOI":"10.1109\/VETECS.2011.5956579"},{"key":"ref254","doi-asserted-by":"publisher","DOI":"10.1109\/VTCSpring.2015.7145646"},{"key":"ref255","first-page":"198","article-title":"Classifying users based on their mobility behaviour in LTE networks","author":"sas","year":"2014","journal-title":"Proc 10th Int Conf Wireless Mobile Commun (ICWMC)"},{"key":"ref252","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOMW.2015.7179324"},{"key":"ref253","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2014.6736753"},{"key":"ref257","doi-asserted-by":"publisher","DOI":"10.1109\/VTCSpring.2015.7145938"},{"key":"ref256","doi-asserted-by":"publisher","DOI":"10.1016\/j.phycom.2014.04.008"},{"key":"ref259","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2012.6384463"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2012.021312.00116"},{"key":"ref258","doi-asserted-by":"publisher","DOI":"10.1109\/VTCFall.2016.7880924"},{"key":"ref11","year":"2012"},{"key":"ref12","article-title":"3rd generation partnership project; LTE; evolved universal terrestrial radio access network (E-UTRAN); self-configuring and self-optimizing network (SON) use cases and solutions (Release 9) version 9.2.0","year":"2010"},{"key":"ref13","year":"2010"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2015.7295483"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICIMU.2011.6122748"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2015.7064901"},{"key":"ref118","doi-asserted-by":"publisher","DOI":"10.1109\/NGMAST.2007.4343421"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2016.7389830"},{"key":"ref117","author":"ogata","year":"1970","journal-title":"Modern Control Engineering"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2014.2"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1088\/1757-899X\/51\/1\/012003"},{"key":"ref119","doi-asserted-by":"publisher","DOI":"10.1109\/WOWMOM.2007.4351742"},{"key":"ref114","first-page":"239","author":"thottan","year":"2010","journal-title":"Anomaly Detection Approaches for Communication Networks"},{"key":"ref113","doi-asserted-by":"publisher","DOI":"10.1023\/B:AIRE.0000045502.10941.a9"},{"key":"ref116","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2017.1600076WC"},{"key":"ref115","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2012.6364384"},{"key":"ref120","doi-asserted-by":"publisher","DOI":"10.1109\/VETECS.2007.153"},{"key":"ref121","doi-asserted-by":"publisher","DOI":"10.1109\/ISWCS.2012.6328323"},{"key":"ref122","doi-asserted-by":"publisher","DOI":"10.1109\/WTS.2008.4547576"},{"key":"ref123","first-page":"155","article-title":"Improving UE SINR and networks energy efficiency based on femtocell self-optimization capability","author":"zhao","year":"2014","journal-title":"Proc Wireless Commun Netw Conf Workshops (WCNCW)"},{"key":"ref260","first-page":"27","article-title":"A modern approach","volume":"25","author":"russell","year":"1995","journal-title":"Artificial Intelligence"},{"key":"ref261","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2016.2540004"},{"key":"ref262","first-page":"585","article-title":"Convergence properties of the K-means algorithms","author":"bottou","year":"1995","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref263","doi-asserted-by":"publisher","DOI":"10.1007\/BF00992698"},{"key":"ref264","doi-asserted-by":"publisher","DOI":"10.1109\/MASSP.1986.1165342"},{"key":"ref265","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-6308-4"},{"key":"ref266","doi-asserted-by":"publisher","DOI":"10.1140\/epjds\/s13688-015-0046-0"}],"container-title":["IEEE Communications Surveys &amp; Tutorials"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9739\/8115327\/07982603.pdf?arnumber=7982603","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:24:11Z","timestamp":1642004651000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7982603\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"references-count":267,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/comst.2017.2727878","relation":{},"ISSN":["1553-877X"],"issn-type":[{"value":"1553-877X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017]]}}}