{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,21]],"date-time":"2025-03-21T21:40:02Z","timestamp":1742593202564,"version":"3.40.2"},"reference-count":39,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,9,24]],"date-time":"2024-09-24T00:00:00Z","timestamp":1727136000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,9,24]],"date-time":"2024-09-24T00:00:00Z","timestamp":1727136000000},"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":[[2024,9,24]]},"DOI":"10.1109\/itsc58415.2024.10919938","type":"proceedings-article","created":{"date-parts":[[2025,3,21]],"date-time":"2025-03-21T19:00:11Z","timestamp":1742583611000},"page":"116-123","source":"Crossref","is-referenced-by-count":0,"title":["Traffic Simulator AI-Based Surrogate for an Urban Road Network"],"prefix":"10.1109","author":[{"given":"F.","family":"Cantatore","sequence":"first","affiliation":[{"name":"University of Genova,Genova,Italy,16145"}]},{"given":"G.","family":"Raimondi","sequence":"additional","affiliation":[{"name":"University of Genova,Genova,Italy,16145"}]},{"given":"L.","family":"Oneto","sequence":"additional","affiliation":[{"name":"University of Genova,Genova,Italy,16145"}]},{"given":"A.","family":"Coraddu","sequence":"additional","affiliation":[{"name":"Delft University of Technology,Delft,The Netherlands,2628 CC"}]},{"given":"C.","family":"Pasquale","sequence":"additional","affiliation":[{"name":"University of Genova,Genova,Italy,16145"}]},{"given":"E.","family":"Siri","sequence":"additional","affiliation":[{"name":"Université Côte d’ Azur,Inria, CNRS, LJAD,Sophia Antipolis Cedex,France,06902"}]},{"given":"S.","family":"Siri","sequence":"additional","affiliation":[{"name":"University of Genova,Genova,Italy,16145"}]},{"given":"S.","family":"Sacone","sequence":"additional","affiliation":[{"name":"University of Genova,Genova,Italy,16145"}]},{"given":"D.","family":"Anguita","sequence":"additional","affiliation":[{"name":"University of Genova,Genova,Italy,16145"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"Traffic flow dynamics: data, models and simulation","author":"Kesting","year":"2013"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-8435-6"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-75961-6_5"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2021.109655"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-60236-8_14"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-6142-6_5"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-6142-6_7"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2018.8569938"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-6142-6_2"},{"key":"ref10","article-title":"Visum-online-traffic man-agement for the expo 2000 based on a traffic model","author":"Fellendorf","year":"2000","journal-title":"Traffic Technol-ogy International"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2005.853705"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.13803"},{"key":"ref13","doi-asserted-by":"crossref","first-page":"89","DOI":"10.1016\/j.trc.2013.05.012","article-title":"Dynamic data-driven local traffic state estimation and prediction","volume":"34","author":"Antoniou","year":"2013","journal-title":"Transportation Research Part C"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.arcontrol.2017.03.005"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/OJITS.2022.3182925"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC57777.2023.10422336"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2015.03.016"},{"issue":"1","key":"ref18","doi-asserted-by":"crossref","first-page":"68","DOI":"10.1049\/iet-its.2011.0232","article-title":"Using vissim simulation model and surrogate safety assessment model for estimating field measured traffic conflicts at freeway merge areas","volume":"7","author":"Fan","year":"2013","journal-title":"IET Intelligent Transport Systems"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2017.2769158"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2019.06.009"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1017\/cbo9781107298019"},{"key":"ref22","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-031-29642-0","volume-title":"Neural networks and deep learning: a textbook","author":"Aggarwal","year":"2023"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/s12351-015-0219-4"},{"issue":"1","key":"ref24","doi-asserted-by":"crossref","first-page":"16","DOI":"10.1016\/j.compeleceng.2013.11.024","article-title":"A survey on feature selection methods","volume":"40","author":"Chandrashekar","year":"2014","journal-title":"Computers & Electrical Engineering"},{"issue":"6","key":"ref25","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3136625","article-title":"Feature selection: A data perspective","volume":"50","author":"Li","year":"2017","journal-title":"ACM computing surveys"},{"key":"ref26","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4471-0123-9_3","article-title":"The supervised learning no-free-lunch theorems","author":"Wolpert","year":"2002","journal-title":"Soft computing and industry"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1002\/wics.14"},{"key":"ref28","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-41136-6_11","article-title":"Kernel ridge regression","author":"Vovk","year":"2013","journal-title":"Empirical Inference: Festschrift in Honor of Vladimir N. Vapnik"},{"key":"ref29","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511809682","volume-title":"Kernel methods for pattern anal-ysis","author":"Shawe-Taylor","year":"2004"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.29172\/7c2a6982-6d72-4cd8-bba6-2fccb06a7011"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1201\/b12207"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1093\/oso\/9780198538493.001.0001"},{"key":"ref34","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1016\/j.neunet.2020.06.006","article-title":"A gentle introduction to deep learning for graphs","volume":"129","author":"Bacciu","year":"2020","journal-title":"Neural Networks"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1162\/089976603321891855"},{"key":"ref36","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014","journal-title":"arXiv preprint"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-24359-3"},{"key":"ref38","first-page":"1","article-title":"Error metrics and performance fitness indicators for artificial intelligence and machine learning in engineering and sciences","author":"Naser","year":"2021","journal-title":"Architecture, Structures and Construction"},{"issue":"12","key":"ref39","doi-asserted-by":"crossref","first-page":"1213","DOI":"10.1016\/j.pmrj.2016.10.018","article-title":"The value of scatter plots","volume":"8","author":"Sainani","year":"2016","journal-title":"PM&R"}],"event":{"name":"2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC)","location":"Edmonton, AB, Canada","start":{"date-parts":[[2024,9,24]]},"end":{"date-parts":[[2024,9,27]]}},"container-title":["2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10919469\/10919190\/10919938.pdf?arnumber=10919938","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,21]],"date-time":"2025-03-21T21:01:18Z","timestamp":1742590878000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10919938\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,9,24]]},"references-count":39,"URL":"https:\/\/doi.org\/10.1109\/itsc58415.2024.10919938","relation":{},"subject":[],"published":{"date-parts":[[2024,9,24]]}}}