{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,17]],"date-time":"2026-04-17T17:00:57Z","timestamp":1776445257290,"version":"3.51.2"},"reference-count":42,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,6,1]],"date-time":"2020-06-01T00:00:00Z","timestamp":1590969600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,6,1]],"date-time":"2020-06-01T00:00:00Z","timestamp":1590969600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,6,1]],"date-time":"2020-06-01T00:00:00Z","timestamp":1590969600000},"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":[[2020,6]]},"DOI":"10.1109\/secon48991.2020.9158447","type":"proceedings-article","created":{"date-parts":[[2020,8,4]],"date-time":"2020-08-04T17:45:42Z","timestamp":1596563142000},"page":"1-9","source":"Crossref","is-referenced-by-count":47,"title":["A Multi-modal Graph Neural Network Approach to Traffic Risk Forecasting in Smart Urban Sensing"],"prefix":"10.1109","author":[{"given":"Yang","family":"Zhang","sequence":"first","affiliation":[]},{"given":"Xiangyu","family":"Dong","sequence":"additional","affiliation":[]},{"given":"Lanyu","family":"Shang","sequence":"additional","affiliation":[]},{"given":"Daniel","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Dong","family":"Wang","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959190"},{"key":"ref38","article-title":"Variational bayesian inference for linear and logistic regression","author":"drugowitsch","year":"2013"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/DCOSS.2019.00039"},{"key":"ref32","article-title":"Semi-supervised classification with graph convolutional networks","author":"kipf","year":"2016"},{"key":"ref31","first-page":"4524","article-title":"Combining satellite imagery and open data to map road safety","author":"najjar","year":"2017","journal-title":"AAAI"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1126\/science.aaf7894"},{"key":"ref37","volume":"2","author":"williams","year":"2006","journal-title":"Gaussian Processes for Machine Learning"},{"key":"ref36","first-page":"775","article-title":"Fast randomized kernel ridge regression with statistical guarantees","author":"alaoui","year":"2015","journal-title":"Advances in neural information processing systems"},{"key":"ref35","volume":"329","author":"seber","year":"2012","journal-title":"Linear Regression Analysis"},{"key":"ref34","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1002\/asi.24081"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/2988450.2988454"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2016.02.011"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2018.2890173"},{"key":"ref13","author":"wang","year":"2015","journal-title":"Social Sensing Building Reliable Systems on Unreliable Data"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/IPSN.2014.6846739"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ASONAM.2018.8508655"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2016.7840710"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/2185677.2185737"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS.2017.196"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2018.8621996"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D18-1032"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2006.10.012"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bty294"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2015.03.006"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219922"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/1871437.1871535"},{"key":"ref5","doi-asserted-by":"crossref","DOI":"10.1609\/aaai.v30i1.10011","article-title":"Learning deep representation from big and heterogeneous data for traffic accident inference","author":"chen","year":"2016","journal-title":"AAAI"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2018.8569437"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2013.130605"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmva.2005.03.007"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-84882-301-3_5"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1504\/IJGENVI.2006.010889"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/1411759.1411763"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3341161.3342912"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2019.101086"},{"key":"ref42","article-title":"Empirical evaluation of gated recurrent neural networks on sequence modeling","author":"chung","year":"2014"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/SmartCity.2015.54"},{"key":"ref41","first-page":"802","article-title":"Convolutional lstm network: A machine learning approach for precipitation nowcasting","author":"xingjian","year":"2015","journal-title":"Advances in neural information processing systems"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS.2019.00123"},{"key":"ref26","first-page":"125","article-title":"Semantic object parsing with graph lstm","author":"liang","year":"2016","journal-title":"European Conference on Computer Vision"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2015.2409151"}],"event":{"name":"2020 17th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON)","location":"Como, Italy","start":{"date-parts":[[2020,6,22]]},"end":{"date-parts":[[2020,6,25]]}},"container-title":["2020 17th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9148594\/9158408\/09158447.pdf?arnumber=9158447","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,11,5]],"date-time":"2022-11-05T15:03:39Z","timestamp":1667660619000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9158447\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,6]]},"references-count":42,"URL":"https:\/\/doi.org\/10.1109\/secon48991.2020.9158447","relation":{},"subject":[],"published":{"date-parts":[[2020,6]]}}}