{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T18:03:02Z","timestamp":1772906582923,"version":"3.50.1"},"reference-count":35,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"11","license":[{"start":{"date-parts":[[2017,11,1]],"date-time":"2017-11-01T00:00:00Z","timestamp":1509494400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100001871","name":"The Funda\u00e7\u00e3o para a Ci\u00eancia e Tecnologia (FCT)","doi-asserted-by":"publisher","award":["SFRH\/BD\/78396\/2011"],"award-info":[{"award-number":["SFRH\/BD\/78396\/2011"]}],"id":[{"id":"10.13039\/501100001871","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001871","name":"The Funda\u00e7\u00e3o para a Ci\u00eancia e Tecnologia (FCT)","doi-asserted-by":"publisher","award":["PTDC\/ECM-TRA\/1898\/2012"],"award-info":[{"award-number":["PTDC\/ECM-TRA\/1898\/2012"]}],"id":[{"id":"10.13039\/501100001871","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Pattern Anal. Mach. Intell."],"published-print":{"date-parts":[[2017,11,1]]},"DOI":"10.1109\/tpami.2016.2635136","type":"journal-article","created":{"date-parts":[[2016,12,2]],"date-time":"2016-12-02T19:30:31Z","timestamp":1480707031000},"page":"2113-2126","source":"Crossref","is-referenced-by-count":43,"title":["A Bayesian Additive Model for Understanding Public Transport Usage in Special Events"],"prefix":"10.1109","volume":"39","author":[{"given":"Filipe","family":"Rodrigues","sequence":"first","affiliation":[]},{"given":"Stanislav S.","family":"Borysov","sequence":"additional","affiliation":[]},{"given":"Bernardete","family":"Ribeiro","sequence":"additional","affiliation":[]},{"given":"Francisco C.","family":"Pereira","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref33","first-page":"354","article-title":"String comparator metrics and enhanced decision rules in the Fellegi-Sunter model of record linkage","author":"winkler","year":"1990","journal-title":"Proc Section on Survey Research Methods"},{"key":"ref32","author":"murphy","year":"2012","journal-title":"Machine Learning A Probabilistic Perspective"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2009.56"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.3141\/2165-08"},{"key":"ref35","author":"borg","year":"2005","journal-title":"Modern Multidimensional Scaling Theory and Applications"},{"key":"ref34","first-page":"993","article-title":"Latent Dirichlet allocation","volume":"3","author":"blei","year":"2003","journal-title":"J Mach Learn Res"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-12654-3_2"},{"key":"ref11","article-title":"Planned special events: Checklists for practitioners","year":"2006"},{"key":"ref12","article-title":"Public transport planning for the greatest event—The 2004 Olympic games","author":"coutroubas","year":"2003","journal-title":"Proc Eur Transp Conf"},{"key":"ref13","article-title":"Big events: Planning, mobility management","author":"potier","year":"2003"},{"key":"ref14","article-title":"Transport policy objectives: Traffic management as suitable tool","author":"bolte","year":"2006"},{"key":"ref15","article-title":"Dynamic traffic management","author":"middleham","year":"2006"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2014.2368119"},{"key":"ref17","article-title":"Infer.NET 2.5","author":"minka","year":"2012"},{"key":"ref18","volume":"43","author":"hastie","year":"1990","journal-title":"Generalized Additive Models"},{"key":"ref19","author":"hastie","year":"2003","journal-title":"The Elements of Statistical Learning Data Mining Inference and Prediction"},{"key":"ref4","article-title":"Model-based machine learning","volume":"371","author":"bishop","year":"2013","journal-title":"Philosophical Trans Royal Soc A Math Phys Eng Sci"},{"key":"ref28","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511804779","author":"barber","year":"2012","journal-title":"Bayesian Reasoning and Machine Learning"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1080\/15472450.2013.868284"},{"key":"ref27","first-page":"3590","article-title":"Signal aggregate constraints in additive factorial HMMs, with application to energy disaggregation","author":"zhong","year":"2014","journal-title":"Proc Advances Neural Inf Process Syst"},{"key":"ref6","author":"rasmussen","year":"2005","journal-title":"Gaussian Processes for Machine Learning"},{"key":"ref5","first-page":"362","article-title":"Expectation propagation for approximate Bayesian inference","author":"minka","year":"2001","journal-title":"Proc 17th Conf Uncertainty Artif Intell"},{"key":"ref29","first-page":"1185","article-title":"Travel-time prediction using Gaussian process regression: A trajectory-based approach","author":"id\u00e9","year":"2009","journal-title":"Proc SIAM Int Conf Data Mining"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3141\/2246-04"},{"key":"ref7","author":"ben-akiva","year":"1987","journal-title":"Discrete Choice Analysis Theory and Application to Travel Demand"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3141\/1959-10"},{"key":"ref9","first-page":"710","article-title":"A multinomial logit model of mode and arrival time choices for planned special events","volume":"10","author":"chang","year":"2013","journal-title":"J Eastern Asia Soc Transp Stud"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.tranpol.2003.12.001"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2009.00718.x"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1214\/09-AOAS285"},{"key":"ref21","first-page":"226","article-title":"Additive Gaussian processes","author":"duvenaud","year":"2011","journal-title":"Proc Advances Neural Inf Process Syst"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/2629592"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2015.2465959"},{"key":"ref26","doi-asserted-by":"crossref","first-page":"105","DOI":"10.3141\/2535-12","article-title":"Short term ridership prediction in public transport by processing smart card data","author":"van oort","year":"2015","journal-title":"Proc Annu Meeting Transp Res Board"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/2487575.2488188"}],"container-title":["IEEE Transactions on Pattern Analysis and Machine Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/34\/8055017\/07765036.pdf?arnumber=7765036","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,16]],"date-time":"2022-07-16T02:37:18Z","timestamp":1657939038000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7765036\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,11,1]]},"references-count":35,"journal-issue":{"issue":"11"},"URL":"https:\/\/doi.org\/10.1109\/tpami.2016.2635136","relation":{},"ISSN":["0162-8828","2160-9292"],"issn-type":[{"value":"0162-8828","type":"print"},{"value":"2160-9292","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,11,1]]}}}