{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,31]],"date-time":"2025-10-31T14:22:27Z","timestamp":1761920547397,"version":"3.37.3"},"reference-count":40,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"11","license":[{"start":{"date-parts":[[2019,11,1]],"date-time":"2019-11-01T00:00:00Z","timestamp":1572566400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,11,1]],"date-time":"2019-11-01T00:00:00Z","timestamp":1572566400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,11,1]],"date-time":"2019-11-01T00:00:00Z","timestamp":1572566400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100007059","name":"Northwestern University","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100007059","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Intell. Transport. Syst."],"published-print":{"date-parts":[[2019,11]]},"DOI":"10.1109\/tits.2018.2882847","type":"journal-article","created":{"date-parts":[[2018,12,12]],"date-time":"2018-12-12T20:22:42Z","timestamp":1544646162000},"page":"4145-4159","source":"Crossref","is-referenced-by-count":6,"title":["Semi-Supervised Learning for Discrete Choice Models"],"prefix":"10.1109","volume":"20","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4091-2894","authenticated-orcid":false,"given":"Jie","family":"Yang","sequence":"first","affiliation":[]},{"given":"Sergey","family":"Shebalov","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4213-9281","authenticated-orcid":false,"given":"Diego","family":"Klabjan","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.2200\/S00196ED1V01Y200906AIM006"},{"article-title":"Semi-supervised learning literature survey","year":"2008","author":"zhu","key":"ref38"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1080\/03610929208830787"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2013.10.017"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.tra.2006.03.002"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2015.01.001"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.3141\/2076-16"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.amar.2013.10.002"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1287\/msom.1090.0275"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8667.2008.00554.x"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1977.tb01600.x"},{"key":"ref40","first-page":"1","article-title":"Spark: Cluster computing with working sets","author":"zaharia","year":"2010","journal-title":"Proc HotCloud"},{"key":"ref11","first-page":"809","article-title":"Semi-supervised clustering using genetic algorithms","author":"demiriz","year":"1999","journal-title":"Proc Artif Neural Netw Eng"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2008.01.007"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2002.1007489"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1002\/jae.1223"},{"key":"ref15","first-page":"9","article-title":"Unsupervised and semi-supervised clustering: A brief survey","author":"grira","year":"2004","journal-title":"Proc ACM SIGMM Int Workshop Multimedia Inf Retrieval"},{"journal-title":"Status of Air Travel in the USA Ipsos Public Affairs","year":"2016","author":"heimlich","key":"ref16"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/MSST.2010.5496972"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2009.09.011"},{"key":"ref19","first-page":"211","article-title":"Closed form discrete choice models","author":"koppelman","year":"2000","journal-title":"Handbook of Transport Modelling"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.ssci.2012.11.001"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/0304-4076(81)90056-7"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2016.06.017"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1287\/trsc.31.1.34"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1287\/msom.1080.0231"},{"key":"ref29","first-page":"727","article-title":"X-means: Extending K-means with efficient estimation of the number of clusters","author":"pelleg","year":"2000","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-5203-1_2"},{"article-title":"Modeling the choice of an airline itinerary and fare product using booking and seat availability data","year":"2008","author":"carrier","key":"ref8"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1162\/003465301753237777"},{"key":"ref2","first-page":"27","article-title":"Semi-supervised clustering by seeding","author":"basu","year":"2002","journal-title":"Proc 19th Int Conf Mach Learn"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/9780262033589.001.0001"},{"journal-title":"No Turning Back the Tide The Economist","year":"2015","key":"ref1"},{"article-title":"Online pricing and capacity sourcing for third-party logistics providers","year":"2013","author":"lindsey","key":"ref20"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2015.2496157"},{"journal-title":"Journal of Choice Modelling","year":"0","author":"lh\u00e9ritier","key":"ref21"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3141\/2302-14"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098005"},{"key":"ref26","first-page":"72","article-title":"Modeling the choice of residential location","author":"mcfadden","year":"1978","journal-title":"Transp Res Rec"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007692713085"}],"container-title":["IEEE Transactions on Intelligent Transportation Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6979\/8892698\/08574052.pdf?arnumber=8574052","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T20:59:08Z","timestamp":1657745948000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8574052\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,11]]},"references-count":40,"journal-issue":{"issue":"11"},"URL":"https:\/\/doi.org\/10.1109\/tits.2018.2882847","relation":{},"ISSN":["1524-9050","1558-0016"],"issn-type":[{"type":"print","value":"1524-9050"},{"type":"electronic","value":"1558-0016"}],"subject":[],"published":{"date-parts":[[2019,11]]}}}