{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,24]],"date-time":"2026-07-24T19:13:33Z","timestamp":1784920413546,"version":"3.55.0"},"reference-count":33,"publisher":"American Society of Civil Engineers (ASCE)","issue":"2","content-domain":{"domain":["ascelibrary.org"],"crossmark-restriction":true},"short-container-title":["J. Comput. Civ. Eng."],"published-print":{"date-parts":[[2025,3]]},"DOI":"10.1061\/jccee5.cpeng-5980","type":"journal-article","created":{"date-parts":[[2025,1,9]],"date-time":"2025-01-09T14:09:35Z","timestamp":1736431775000},"update-policy":"https:\/\/doi.org\/10.1061\/do.news.20190416.0001","source":"Crossref","is-referenced-by-count":6,"title":["Exploring the Efficacy of Artificial Intelligence in Speed Prediction: Explainable Machine-Learning Approach"],"prefix":"10.1061","volume":"39","author":[{"given":"Vineet","family":"Jain","sequence":"first","affiliation":[{"name":"Sardar Vallabhbhai National Institute of Technology","place":["India"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rajesh","family":"Chouhan","sequence":"additional","affiliation":[{"name":"Sardar Vallabhbhai National Institute of Technology","place":["India"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3430-9949","authenticated-orcid":true,"given":"Ashish","family":"Dhamaniya","sequence":"additional","affiliation":[{"name":"Sardar Vallabhbhai National Institute of Technology","place":["India"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"30","reference":[{"key":"e_1_3_2_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2870052"},{"key":"e_1_3_2_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2022.103931"},{"key":"e_1_3_2_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.heliyon.2022.e11847"},{"key":"e_1_3_2_5_1","doi-asserted-by":"publisher","DOI":"10.3846\/16484142.2006.9638077"},{"key":"e_1_3_2_6_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.treng.2023.100179"},{"key":"e_1_3_2_7_1","doi-asserted-by":"publisher","DOI":"10.3390\/su12010142"},{"key":"e_1_3_2_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijtst.2023.08.007"},{"key":"e_1_3_2_9_1","volume-title":"Indian highway capacity manual (Indo-HCM)","author":"CSIR-CRRI (Council of Scientific and Industrial Research-Central Road Research Institute)","year":"2017","unstructured":"CSIR-CRRI (Council of Scientific and Industrial Research-Central Road Research Institute). 2017. Indian highway capacity manual (Indo-HCM). New Delhi, India: CSIR-CRRI."},{"key":"e_1_3_2_10_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijtst.2019.09.004"},{"issue":"11","key":"e_1_3_2_11_1","first-page":"541","article-title":"Speed characteristics of mixed traffic flow on urban arterials","volume":"7","author":"Dhamaniya A.","year":"2013","unstructured":"Dhamaniya, A., and S. Chandra. 2013a. \u201cSpeed characteristics of mixed traffic flow on urban arterials.\u201d Int. J. Civ. Environ. Eng. 7 (11): 541\u2013546.","journal-title":"Int. J. Civ. Environ. Eng."},{"key":"e_1_3_2_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.sbspro.2013.11.127"},{"key":"e_1_3_2_13_1","doi-asserted-by":"publisher","DOI":"10.1007\/s40999-017-0206-7"},{"key":"e_1_3_2_14_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)ST.1943-541X.0003115"},{"key":"e_1_3_2_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2016.10.019"},{"key":"e_1_3_2_16_1","doi-asserted-by":"publisher","DOI":"10.3390\/a16050257"},{"issue":"1","key":"e_1_3_2_17_1","first-page":"4857013","article-title":"Presentation of machine learning approaches for predicting the severity of accidents to propose the safety solutions on rural roads","volume":"2022","author":"Habibzadeh M.","year":"2022","unstructured":"Habibzadeh, M., M. Ameri, H. Ziari, N. Kamboozia, and S. M. Sadat Haghighi. 2022. \u201cPresentation of machine learning approaches for predicting the severity of accidents to propose the safety solutions on rural roads.\u201d J. Adv. Transp. 2022 (1): 4857013. https:\/\/doi.org\/10.1155\/2022\/4857013.","journal-title":"J. Adv. Transp."},{"key":"e_1_3_2_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijinfomgt.2022.102538"},{"key":"e_1_3_2_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2010.10.004"},{"key":"e_1_3_2_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.trpro.2023.02.232"},{"key":"e_1_3_2_21_1","doi-asserted-by":"publisher","DOI":"10.3390\/e23010018"},{"key":"e_1_3_2_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2022.126988"},{"key":"e_1_3_2_23_1","unstructured":"Lundberg S. M. and S. I. Lee. 2017. \u201cA unified approach to interpreting model predictions.\u201d In Proc. Advances in Neural Information Processing Systems 4766\u20134775. Red Hook NY: Curran Associates."},{"key":"e_1_3_2_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jweia.2022.105027"},{"key":"e_1_3_2_25_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.artint.2018.07.007"},{"key":"e_1_3_2_26_1","unstructured":"Molnar C. 2020. \u201cInterpretable machine learning: A guide for making black box models explainable.\u201d Accessed January 24 2024. https:\/\/christophm.github.io\/interpretable-ml-book\/."},{"key":"e_1_3_2_27_1","unstructured":"Mosca E. F. Szigeti S. Tragianni D. Gallagher and G. Groh. 2022. \u201cSHAP-based explanation methods: A review for NLP interpretability.\u201d In Proc. 29th Int. Conf. Computational Linguistics 4593\u20134603. Prague Czech Republic: International Committee on Computational Linguistics."},{"key":"e_1_3_2_28_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2019.105405"},{"key":"e_1_3_2_29_1","doi-asserted-by":"crossref","first-page":"100230","DOI":"10.1016\/j.dajour.2023.100230","article-title":"A systematic review of explainable artificial intelligence models and applications: Recent developments and future trends","volume":"7","author":"Saranya A.","year":"2023","unstructured":"Saranya, A., and R. Subhashini. 2023. \u201cA systematic review of explainable artificial intelligence models and applications: Recent developments and future trends.\u201d Decis. Anal. J. 7 (Jun): 100230. https:\/\/doi.org\/10.1016\/j.dajour.2023.100230.","journal-title":"Decis. Anal. J."},{"issue":"6","key":"e_1_3_2_30_1","first-page":"775","article-title":"Machine learning applied to road safety modeling: A systematic literature review","volume":"7","author":"Silva P. B.","year":"2020","unstructured":"Silva, P. B., M. Andrade, and S. Ferreira. 2020. \u201cMachine learning applied to road safety modeling: A systematic literature review.\u201d J. Traffic Transp. Eng. 7 (6): 775\u2013790. https:\/\/doi.org\/10.1016\/j.jtte.2020.07.004.","journal-title":"J. Traffic Transp. Eng."},{"key":"e_1_3_2_31_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.tra.2020.05.024"},{"key":"e_1_3_2_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2016.2643005"},{"key":"e_1_3_2_33_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.trd.2020.102599"},{"key":"e_1_3_2_34_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2022.106681"}],"container-title":["Journal of Computing in Civil Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/ascelibrary.org\/doi\/pdf\/10.1061\/JCCEE5.CPENG-5980","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,9]],"date-time":"2025-01-09T14:09:42Z","timestamp":1736431782000},"score":1,"resource":{"primary":{"URL":"https:\/\/ascelibrary.org\/doi\/10.1061\/JCCEE5.CPENG-5980"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,3]]},"references-count":33,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2025,3]]}},"alternative-id":["10.1061\/JCCEE5.CPENG-5980"],"URL":"https:\/\/doi.org\/10.1061\/jccee5.cpeng-5980","relation":{},"ISSN":["0887-3801","1943-5487"],"issn-type":[{"value":"0887-3801","type":"print"},{"value":"1943-5487","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,3]]},"assertion":[{"value":"2024-01-29","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2024-09-24","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-01-09","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"04025004"}}