{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,5]],"date-time":"2026-02-05T23:56:45Z","timestamp":1770335805613,"version":"3.49.0"},"reference-count":30,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,8]]},"DOI":"10.1109\/uic-atc.2017.8397485","type":"proceedings-article","created":{"date-parts":[[2018,6,28]],"date-time":"2018-06-28T22:34:27Z","timestamp":1530225267000},"page":"1-8","source":"Crossref","is-referenced-by-count":8,"title":["Spatiotemporal multi-task learning for citywide passenger flow prediction"],"prefix":"10.1109","author":[{"given":"Runxing","family":"Zhong","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Weifeng","family":"Lv","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bowen","family":"Du","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shuo","family":"Lei","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Runhe","family":"Huang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623628"},{"key":"ref10","author":"scholkopf","year":"2007","journal-title":"Multi-Task Feature Learning"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s11222-008-9111-x"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/2339530.2339617"},{"key":"ref13","first-page":"1910","article-title":"Multi-view embedding learning for incompletely labeled data","author":"zhang","year":"2013","journal-title":"International Joint Conference on Artificial Intelligence"},{"key":"ref14","first-page":"745","article-title":"Clustered multi-task learning: A convex formulation","author":"jacob","year":"2008","journal-title":"Advances in neural information processing systems"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783393"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/2661829.2662091"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783377"},{"key":"ref18","doi-asserted-by":"crossref","first-page":"1048","DOI":"10.1609\/aaai.v27i1.8577","article-title":"Time-dependent trajectory regression on road networks via multi-task learning","author":"zheng","year":"2013","journal-title":"Twenty-Seventh AAAI Conference on Artificial Intelligence"},{"key":"ref19","first-page":"1617","article-title":"Action2activity: recognizing complex activities from sensor data","author":"liu","year":"2016","journal-title":"International Conference on Artificial Intelligence"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.camwa.2010.08.023"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.camwa.2010.08.023"},{"key":"ref27","first-page":"600","article-title":"Support vector machine technique for the short term prediction of travel time","author":"vanajakshi","year":"2007","journal-title":"Intelligent Vehicles Symposium"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2011.06.009"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/B978-1-55860-307-3.50012-5"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/2750858.2804277"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"95","DOI":"10.1007\/978-1-4615-5529-2_5","article-title":"Multitask learning","author":"caruana","year":"1998","journal-title":"Learning to Learn"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/1014052.1014067"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007379606734"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1155\/2015\/682390"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-007-5040-8"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2006.03.047"},{"key":"ref20","first-page":"841","article-title":"Dynamic cluster-based overdemand prediction in bike sharing systems","author":"chen","year":"2016","journal-title":"ACM International Joint Conference on Pervasive and Ubiquitous Computing"},{"key":"ref22","article-title":"Capturing correlation with subnetworks in route choice models","author":"frejinger","year":"2006","journal-title":"International Conference on Travel Behaviour Research"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1080\/15472450902858368"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2008.09.029"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2008.11.007"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.trf.2007.09.002"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2006.874710"}],"event":{"name":"2017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computed, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld\/SCALCOM\/UIC\/ATC\/CBDCom\/IOP\/SCI)","location":"San Francisco, CA","start":{"date-parts":[[2017,8,4]]},"end":{"date-parts":[[2017,8,8]]}},"container-title":["2017 IEEE SmartWorld, Ubiquitous Intelligence &amp; Computing, Advanced &amp; Trusted Computed, Scalable Computing &amp; Communications, Cloud &amp; Big Data Computing, Internet of People and Smart City Innovation (SmartWorld\/SCALCOM\/UIC\/ATC\/CBDCom\/IOP\/SCI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8386711\/8397387\/08397485.pdf?arnumber=8397485","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,5]],"date-time":"2025-07-05T12:08:52Z","timestamp":1751717332000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8397485\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,8]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/uic-atc.2017.8397485","relation":{},"subject":[],"published":{"date-parts":[[2017,8]]}}}