{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,8]],"date-time":"2026-02-08T05:43:02Z","timestamp":1770529382972,"version":"3.49.0"},"reference-count":58,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T00:00:00Z","timestamp":1567296000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T00:00:00Z","timestamp":1567296000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T00:00:00Z","timestamp":1567296000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,9]]},"DOI":"10.1109\/ipin.2019.8911761","type":"proceedings-article","created":{"date-parts":[[2019,11,29]],"date-time":"2019-11-29T11:16:31Z","timestamp":1575026191000},"page":"1-8","source":"Crossref","is-referenced-by-count":13,"title":["Machine Learning applied to Wi-Fi fingerprinting: The experiences of the Ubiqum Challenge"],"prefix":"10.1109","author":[{"given":"Jordi","family":"Rojo","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Carmen","family":"Corvalan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Florian","family":"Unger","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sara Marin","family":"Lopez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ignacio","family":"Soteras","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daniel Castejon","family":"Bravo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Joaquin","family":"Torres-Sospedra","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"German Martin","family":"Mendoza-Silva","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gabriel","family":"Ristow Cidral","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jorma","family":"Laiapea","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gerardo","family":"Parrello","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Arnau","family":"Simo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Laura","family":"Stupin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Deniz","family":"Minican","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Maria","family":"Farres","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","first-page":"1","article-title":"Learning representations by back-propagating errors","volume":"5","author":"rumelhart","year":"1988","journal-title":"Cognitive Modeling"},{"key":"ref38","doi-asserted-by":"crossref","first-page":"273","DOI":"10.1007\/BF00994018","article-title":"Support vector machines","volume":"20","author":"vapnik","year":"1995","journal-title":"Mach Learn"},{"key":"ref33","doi-asserted-by":"crossref","DOI":"10.3390\/s18072202","article-title":"On-device learning of indoor location for wifi fingerprint approach","volume":"18","author":"nuno-maga\u00f1da","year":"2018","journal-title":"SENSORS"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2017.08.007"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-813189-3.00011-3"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/IPIN.2018.8533681"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/BF00116251"},{"key":"ref36","doi-asserted-by":"crossref","first-page":"278","DOI":"10.1109\/ICDAR.1995.598994","article-title":"Random decision forests","volume":"1","author":"ho","year":"1995","journal-title":"Proceedings of 3rd International Conference on Document Analysis and Recognition"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1967.1053964"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.3390\/s19020324"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICCITechn.2015.7488051"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.23919\/SOFTCOM.2017.8115509"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ATNAC.2017.8215428"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/2630413"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3390\/ijgi7060199"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2852658"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2890111"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2018.2874453"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-54042-9_58"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/IPIN.2015.7346969"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-018-3228-4"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1186\/s41044-018-0031-2"},{"key":"ref50","article-title":"Xgb package in cran (the comprehensive r archive network)","author":"chen","year":"2019"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1145\/1656274.1656278"},{"key":"ref57","first-page":"2825","article-title":"Scikit-learn: Machine learning in Python","volume":"12","author":"pedregosa","year":"2011","journal-title":"Journal of Machine Learning Research"},{"key":"ref56","article-title":"Keras: The python deep learning library","author":"chollet","year":"2015"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/IPIN.2016.7743679"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/IPIN.2015.7346967"},{"key":"ref53","article-title":"Machine learning for indoor localization: Deep learning and semi-supervised learning","author":"choi","year":"2015","journal-title":"USB On-Site Proceedings of the Sixth International Conference on Indoor Positioning and Indoor Navigation (IPIN)"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/IPIN.2015.7346968"},{"key":"ref10","article-title":"Data analytics and machine learning program website","year":"2019"},{"key":"ref40","first-page":"1097","article-title":"Imagenet classification with deep convolutional neural networks","author":"sutskever","year":"2012","journal-title":"Advances in neural information processing systems"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3233\/AIS-120192"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/MPRV.2013.23"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/IPIN.2015.7346970"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.3233\/AIS-170421"},{"key":"ref15","article-title":"UCI machine learning repository","author":"dua","year":"0"},{"key":"ref16","article-title":"UJI-IndoorLoc","author":"torres-sospedra","year":"2014"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-813189-3.00012-5"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.7717\/peerj.5072"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2015.08.013"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3390\/ijgi6050135"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2016.2637663"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-13-0408-8_10"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/INISTA.2015.7276725"},{"key":"ref8","article-title":"Indoor positioning system using wifi fingerprint","author":"li","year":"2014"},{"key":"ref7","article-title":"Supervised feature learning via dependency maximization","author":"tonde","year":"2016","journal-title":"Ph D Dissertation"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-9473(01)00065-2"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/IPIN.2014.7275492"},{"key":"ref46","doi-asserted-by":"crossref","DOI":"10.3390\/s17102327","article-title":"Comparing the performance of indoor localization systems through the evaal framework","volume":"17","author":"potort\u00ec","year":"2017","journal-title":"SENSORS"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-8-25"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1013203451"},{"key":"ref47","article-title":"Gbm package in cran (the comprehensive r archive network)","author":"greenwell","year":"2019"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007465528199"},{"key":"ref41","doi-asserted-by":"crossref","first-page":"489","DOI":"10.1016\/j.neucom.2005.12.126","article-title":"Extreme learning machine: theory and applications","volume":"70","author":"huang","year":"2006","journal-title":"Neurocomputing"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1890\/07-0539.1"},{"key":"ref43","article-title":"Adaptive concentration of regression trees, with application to random forests","author":"wager","year":"2015","journal-title":"arXiv preprint arXiv 1503"}],"event":{"name":"2019 International Conference on Indoor Positioning and Indoor Navigation (IPIN)","location":"Pisa, Italy","start":{"date-parts":[[2019,9,30]]},"end":{"date-parts":[[2019,10,3]]}},"container-title":["2019 International Conference on Indoor Positioning and Indoor Navigation (IPIN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8903208\/8911740\/08911761.pdf?arnumber=8911761","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,17]],"date-time":"2022-07-17T21:47:02Z","timestamp":1658094422000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8911761\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,9]]},"references-count":58,"URL":"https:\/\/doi.org\/10.1109\/ipin.2019.8911761","relation":{},"subject":[],"published":{"date-parts":[[2019,9]]}}}