{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,19]],"date-time":"2026-01-19T11:25:52Z","timestamp":1768821952904,"version":"3.49.0"},"reference-count":85,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2022,3,1]],"date-time":"2022-03-01T00:00:00Z","timestamp":1646092800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,3,1]],"date-time":"2022-03-01T00:00:00Z","timestamp":1646092800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,3,1]],"date-time":"2022-03-01T00:00:00Z","timestamp":1646092800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100002341","name":"Academy of Finland","doi-asserted-by":"publisher","award":["PRISMA project (#313039)"],"award-info":[{"award-number":["PRISMA project (#313039)"]}],"id":[{"id":"10.13039\/501100002341","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001871","name":"Fundao para a Cincia e a Tecnologia","doi-asserted-by":"publisher","award":["UID\/CEC\/00319\/2019"],"award-info":[{"award-number":["UID\/CEC\/00319\/2019"]}],"id":[{"id":"10.13039\/501100001871","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001871","name":"Fundao para a Cincia e a Tecnologia","doi-asserted-by":"publisher","award":["UID\/CEC\/00319\/2020"],"award-info":[{"award-number":["UID\/CEC\/00319\/2020"]}],"id":[{"id":"10.13039\/501100001871","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004834","name":"Universitat Jaume I","doi-asserted-by":"publisher","award":["POSDOC-B\/2018\/12"],"award-info":[{"award-number":["POSDOC-B\/2018\/12"]}],"id":[{"id":"10.13039\/501100004834","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004834","name":"Universitat Jaume I","doi-asserted-by":"publisher","award":["PREDOC\/2016\/55"],"award-info":[{"award-number":["PREDOC\/2016\/55"]}],"id":[{"id":"10.13039\/501100004834","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Ministerio de Ciencia Innovacin y Universidades Programa Torres-Quevedo","award":["PTQ2018-009981"],"award-info":[{"award-number":["PTQ2018-009981"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. on Mobile Comput."],"published-print":{"date-parts":[[2022,3,1]]},"DOI":"10.1109\/tmc.2020.3017176","type":"journal-article","created":{"date-parts":[[2020,8,17]],"date-time":"2020-08-17T21:39:01Z","timestamp":1597700341000},"page":"769-782","source":"Crossref","is-referenced-by-count":39,"title":["A Comprehensive and Reproducible Comparison of Clustering and Optimization Rules in Wi-Fi Fingerprinting"],"prefix":"10.1109","volume":"21","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4338-4334","authenticated-orcid":false,"given":"Joaquin","family":"Torres-Sospedra","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2798-7207","authenticated-orcid":false,"given":"Philipp","family":"Richter","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8967-118X","authenticated-orcid":false,"given":"Adriano","family":"Moreira","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2744-0236","authenticated-orcid":false,"given":"German M.","family":"Mendoza-Silva","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1718-6924","authenticated-orcid":false,"given":"Elena Simona","family":"Lohan","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9304-0719","authenticated-orcid":false,"given":"Sergio","family":"Trilles","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1189-5079","authenticated-orcid":false,"given":"Miguel","family":"Matey-Sanz","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8625-441X","authenticated-orcid":false,"given":"Joaquin","family":"Huerta","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref73","article-title":"Tools & software","year":"2014"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1126\/science.1136800"},{"key":"ref71","first-page":"1027","article-title":"K-means++: The advantages of careful seeding","author":"arthur","year":"2007","journal-title":"Proc 18th Annu ACM-SIAM Symp Discrete Algorithms"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1982.1056489"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/MOBIQ.2004.1331706"},{"key":"ref77","doi-asserted-by":"crossref","DOI":"10.3390\/s19143127","article-title":"Deep CNN for indoor localization in IoT-sensor systems","volume":"19","author":"njima","year":"2019","journal-title":"SENSORS"},{"key":"ref74","author":"han","year":"2011","journal-title":"Data Mining Concepts and Techniques"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/1410012.1410025"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/IPIN.2011.6071929"},{"key":"ref38","first-page":"246","article-title":"Improving Wi-Fi based indoor positioning using Bluetooth add-ons","author":"baniukevic","year":"2001","journal-title":"Proc IEEE 12th Int Conf Mobile Data Manage"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/IACS.2017.7921986"},{"key":"ref79","doi-asserted-by":"crossref","DOI":"10.3390\/s19030712","article-title":"Fast radio map construction by using adaptive path loss model interpolation in large-scale building","volume":"19","author":"bi","year":"2019","journal-title":"SENSORS"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CCNC.2016.7444904"},{"key":"ref32","first-page":"145","article-title":"Influence of predicted and measured fingerprint on the accuracy of RSSI-based indoor location systems","author":"klepal","year":"2007","journal-title":"Proc 4th Workshop Positioning Navigation Communication"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.3390\/data3010003"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0205392"},{"key":"ref37","first-page":"13","article-title":"Indoor positioning techniques based on wireless LAN","author":"li","year":"2007","journal-title":"Proc 1st IEEE Int Conf Wireless Broadband Ultra Wideband Commun"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/IPIN.2019.8911821"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/IPIN.2019.8911792"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/s11036-016-0749-x"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/WOWMOM.2008.4594839"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.3390\/s17122736"},{"key":"ref61","article-title":"CRAWDAD dataset mannheim\/compass (v. 2008&#x2013;04-11)","author":"king","year":"2008"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/ICL-GNSS.2013.6577256"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1504\/IJAHUC.2016.078483"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.3390\/data2040032"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/247525"},{"key":"ref65","article-title":"WLAN (WiFi) RSS database for fingerprinting positioning","author":"richter","year":"2018"},{"key":"ref66","article-title":"Additional TAU datasets for Wi-Fi fingerprinting- based positioning","year":"2020"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/IPIN.2014.7275492"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/IPIN.2019.8911761"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.3233\/AIS-170421"},{"key":"ref69","article-title":"Supporting materials for &#x2019;A comprehensive and reproducible comparison of clustering and optimization rules in Wi-Fi fingerprinting&#x2019;","author":"torres-sospedra","year":"0"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/8260746"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2018.2804223"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/JRFID.2020.2968369"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/RTCSA.2010.23"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3390\/s17061339"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2013.58"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/IPIN.2015.7346967"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/IPIN.2012.6418937"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICCSNT.2015.7490706"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/IPIN.2010.5648250"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/PERCOM.2003.1192736"},{"key":"ref59","article-title":"The DSI dataset for Wi-Fi fingerprinting using mobile devices","author":"moreira","year":"2020"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.3390\/s16122055"},{"key":"ref57","doi-asserted-by":"crossref","first-page":"27 692","DOI":"10.3390\/s151127692","article-title":"A mixed approach to similarity metric selection in affinity propagation-based wifi fingerprinting indoor positioning","volume":"15","author":"caso","year":"2015","journal-title":"SENSORS"},{"key":"ref56","first-page":"1","article-title":"Improving RSS-based indoor positioning algorithm via k-means clustering","author":"altintas","year":"2011","journal-title":"Proc 17th Eur Wireless 2011 - Sustainable Wireless Technol"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOMW.2015.7414026"},{"key":"ref54","article-title":"An improved WiFi positioning method based on fingerprint clustering and signal weighted euclidean distance","volume":"19","author":"wang","year":"2019","journal-title":"SENSORS"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.5081\/jgps.7.1.18"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/MDM.2007.43"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.3390\/ijgi2030854"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICASI.2018.8394387"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1080\/17489725.2012.692617"},{"key":"ref12","first-page":"575","article-title":"Low-effort place recognition with WiFi fingerprints using deep learning","author":"nowicki","year":"2017","journal-title":"Automation"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2017.2713817"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2011.216"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ELECSYM.2019.8901570"},{"key":"ref82","article-title":"Cluster-based fingerprinting algorithms","author":"gilad","year":"2012"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2019.2951712"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2015.08.013"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3390\/s17030557"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2019.2908865"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3390\/s18020487"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1109\/ICL-GNSS.2016.7533846"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2944389"},{"key":"ref80","first-page":"300","article-title":"Comprehensive survey on distance\/similarity measures between probability density functions","volume":"1","author":"cha","year":"2007","journal-title":"Math Models Methods Appl Sci"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1038\/sj.jea.7500165"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2015.2447015"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2015.2464084"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s11276-018-1753-9"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1109\/ICCSE.2017.8085498"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2007.1017"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2000.832252"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/VETECS.2010.5493643"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/s16101636"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/UIC-ATC-ScalCom-CBDCom-IoP.2015.337"},{"key":"ref45","doi-asserted-by":"crossref","DOI":"10.3390\/s17010147","article-title":"Continuous space estimation: Increasing WiFi-based indoor localization resolution without increasing the site-survey effort","volume":"17","author":"hern\u00e1ndez","year":"2017","journal-title":"SENSORS"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/IPIN.2018.8533746"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2012.143"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2018.2805335"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/2348543.2348580"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.3390\/s150922587"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2018.2877804"}],"container-title":["IEEE Transactions on Mobile Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7755\/9702899\/09169843.pdf?arnumber=9169843","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,25]],"date-time":"2022-04-25T20:45:40Z","timestamp":1650919540000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9169843\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,3,1]]},"references-count":85,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tmc.2020.3017176","relation":{},"ISSN":["1536-1233","1558-0660","2161-9875"],"issn-type":[{"value":"1536-1233","type":"print"},{"value":"1558-0660","type":"electronic"},{"value":"2161-9875","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,3,1]]}}}