{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,17]],"date-time":"2026-06-17T05:34:33Z","timestamp":1781674473779,"version":"3.54.5"},"reference-count":22,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,10]]},"DOI":"10.1109\/smartworld.2018.00244","type":"proceedings-article","created":{"date-parts":[[2018,12,6]],"date-time":"2018-12-06T19:38:21Z","timestamp":1544125101000},"page":"1408-1413","source":"Crossref","is-referenced-by-count":4,"title":["Highway Traffic Volume Prediction via Stacking KNN, SVR, MLP, RNN"],"prefix":"10.1109","author":[{"given":"Zhilong","family":"Lu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Weifeng","family":"Lv","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhipu","family":"Xie","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tongyu","family":"Zhu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1049\/iet-its.2016.0208"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.2307\/2685209"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref13","first-page":"155","article-title":"Support vector regression machines","author":"drucker","year":"1997","journal-title":"Advances in neural information processing systems"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-010-0420-4"},{"key":"ref15","first-page":"265","article-title":"Tensorflow: A system for large-scale machine learning","volume":"16","author":"abadi","year":"2016","journal-title":"OSDI"},{"key":"ref16","volume":"1","author":"zell","year":"1994","journal-title":"Simulation Neuronaler Netze"},{"key":"ref17","author":"rosenblatt","year":"1962","journal-title":"Perception and the Theory of Brain Mechanisms"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.21236\/ADA164453"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/BF02551274"},{"key":"ref4","article-title":"On forecasting freeway occupancies ana volumes (abridgment)","author":"levin","year":"1980","journal-title":"Transportation Research Record"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2008.101"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2008.07.069"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/S1007-0214(08)70036-1"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1080\/0144164042000195072"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1561\/2200000006"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2011.2158001"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1049\/ip-its:20060006"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2014.2345663"},{"key":"ref20","first-page":"3104","article-title":"Sequence to sequence learning with neural networks","author":"sutskever","year":"2014","journal-title":"Advances in neural information processing systems"},{"key":"ref22","author":"yu","year":"2017","journal-title":"Spatiotemporal recurrent convolutional networks for traffic prediction in transportation networks"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2005.06.042"}],"event":{"name":"2018 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld\/SCALCOM\/UIC\/ATC\/CBDCom\/IOP\/SCI)","location":"Guangzhou, China","start":{"date-parts":[[2018,10,8]]},"end":{"date-parts":[[2018,10,12]]}},"container-title":["2018 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld\/SCALCOM\/UIC\/ATC\/CBDCom\/IOP\/SCI)"],"original-title":[],"link":[{"URL":"https:\/\/2.zoppoz.workers.dev:443\/http\/xplorestaging.ieee.org\/ielx7\/8533596\/8559978\/08560222.pdf?arnumber=8560222","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,12,20]],"date-time":"2018-12-20T11:07:24Z","timestamp":1545304044000},"score":1,"resource":{"primary":{"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/ieeexplore.ieee.org\/document\/8560222\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10]]},"references-count":22,"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/doi.org\/10.1109\/smartworld.2018.00244","relation":{},"subject":[],"published":{"date-parts":[[2018,10]]}}}