{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,1]],"date-time":"2026-03-01T04:58:37Z","timestamp":1772341117924,"version":"3.50.1"},"reference-count":127,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,5,23]],"date-time":"2023-05-23T00:00:00Z","timestamp":1684800000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,5,23]],"date-time":"2023-05-23T00:00:00Z","timestamp":1684800000000},"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":[[2023,5,23]]},"DOI":"10.1109\/saci58269.2023.10158577","type":"proceedings-article","created":{"date-parts":[[2023,6,27]],"date-time":"2023-06-27T13:26:49Z","timestamp":1687872409000},"page":"000083-000090","source":"Crossref","is-referenced-by-count":4,"title":["Machine Learning Approaches for Detection\/Classification and Prediction Purposes in Pavement Engineering Studies: An Overview"],"prefix":"10.1109","author":[{"given":"Nader","family":"Karballaeezadeh","sequence":"first","affiliation":[{"name":"Islamic Azad University,Faculty of Civil Engineering, Architecture, and Art Science and Research Branch,Tehran,Iran"}]},{"given":"Ali","family":"Maaruof","sequence":"additional","affiliation":[{"name":"Shahid Beheshti University,Faculty of Civil, Water, and Environmental,Tehran,Iran"}]},{"given":"Mohammadzadeh S.","family":"Danial","sequence":"additional","affiliation":[{"name":"Sadjad University of Technology,Architecture, and Urbanism,Department of Civil Engineering,Mashhad,Iran"}]},{"given":"Sepehr","family":"Zamani","sequence":"additional","affiliation":[{"name":"Islamic Azad University,Faculty of Engineering,Department of Civil Engineering,Mashhad,Iran"}]},{"given":"Mohammed","family":"Mudabbiruddin","sequence":"additional","affiliation":[{"name":"Obuda University,Doctorl School of Material Science and Technology,Budapest,Hungary"}]}],"member":"263","reference":[{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2022.104698"},{"key":"ref56","first-page":"1209","article-title":"Transfer learning based deep convolutional neural network model for pavement crack detection from images","volume":"13","author":"jana","year":"2022","journal-title":"International Journal of Nonlinear Analysis and Applications"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1080\/10298436.2021.1888092"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2022.104646"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.jag.2022.103172"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.3390\/a13040081"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1080\/14680629.2021.1925578"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/9193511"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.engstruct.2022.115406"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.3390\/buildings12040432"},{"key":"ref46","first-page":"62","article-title":"Prediction of Airport Pavement Moduli by Machine Learning Methodology Using Non-destructive Field Testing Data Augmentation","author":"baldo","year":"2022","journal-title":"Trends on Construction in the Digital Era Proceedings of ISIC 2022"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.3390\/ma13153272"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2015.01.008"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.3390\/coatings12010054"},{"key":"ref42","first-page":"1","article-title":"A parallel hybrid neural network with integration of spatial and temporal features for remaining useful life prediction in prognostics","volume":"72","author":"zhang","year":"2022","journal-title":"IEEE Transactions on Instrumentation and Measurement"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1080\/19942060.2018.1563829"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.conbuildmat.2022.128303"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.3390\/app122010536"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/s11831-016-9194-z"},{"key":"ref8","author":"shahin","year":"1997","journal-title":"CONSTRUCTION ENGINEERING RESEARCH LAB (ARMY) CHAMPAIGN IL"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.conbuildmat.2005.11.001"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s13369-020-04398-6"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1080\/15732479.2018.1446179"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2022.104190"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8667.2009.00615.x"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1080\/10298430410001672246"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.3390\/w11091934"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3139259"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/s11709-020-0654-z"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)IS.1943-555X.0000602"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.asej.2021.04.033"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.conbuildmat.2021.124905"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3390\/en13071718"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.conbuildmat.2022.129439"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1061\/JPEODX.0000312"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijtst.2021.05.006"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1080\/10298436.2019.1633579"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.3390\/math7121198"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.3390\/coatings10111100"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3390\/coatings12030380"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.advengsoft.2012.11.013"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1061\/JPEODX.0000310"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.conbuildmat.2020.121665"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/7534970"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8667.2004.00356.x"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.jtte.2022.11.003"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1080\/10298436.2019.1609673"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1080\/10298436.2018.1441414"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1177\/0361198120986171"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1080\/10298436.2021.1968396"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3141\/2589-15"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.jtte.2016.09.007"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.conbuildmat.2018.09.017"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1007\/s00366-021-01289-8"},{"key":"ref126","doi-asserted-by":"publisher","DOI":"10.3182\/20100712-3-FR-2020.00060"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.3390\/en14051331"},{"key":"ref127","doi-asserted-by":"publisher","DOI":"10.3389\/fenrg.2022.786027"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1061\/JPEODX.0000003"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3014816"},{"key":"ref124","doi-asserted-by":"publisher","DOI":"10.1002\/ep.12934"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1061\/JPEODX.0000373"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijdrr.2021.102614"},{"key":"ref125","doi-asserted-by":"publisher","DOI":"10.3390\/en14164867"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3390\/coatings10020097"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1177\/03611981211023765"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3390\/su14126949"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2022.3164596"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3204270"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.12700\/APH.18.4.2021.4.12"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1016\/j.molliq.2018.11.017"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.3390\/infrastructures4020026"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3014908"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1007\/s11356-021-12522-8"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.3390\/su14106183"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.3390\/s22103788"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2022.104516"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1080\/19942060.2020.1774422"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.3390\/s22020456"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-16-7216-3_8"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.01.036"},{"key":"ref84","article-title":"Using supervised machine learning algorithms in pavement degradation monitoring","author":"shtayat","year":"2022","journal-title":"International Journal of Transportation Science and Technology"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-021-06086-5"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1177\/0361198120907283"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1111\/mice.12561"},{"key":"ref108","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2022.105975"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2022.3158670"},{"key":"ref109","doi-asserted-by":"publisher","DOI":"10.1016\/j.egyr.2021.10.117"},{"key":"ref106","doi-asserted-by":"publisher","DOI":"10.1016\/j.egyr.2022.10.016"},{"key":"ref107","doi-asserted-by":"publisher","DOI":"10.3390\/agriculture10110504"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.23919\/EUSIPCO.2018.8553280"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1016\/j.asej.2021.08.007"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2016.2552248"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.1016\/j.egyr.2021.07.004"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2019.2910595"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.3390\/su13063301"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1111\/mice.12387"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.3390\/w12071995"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1080\/23311916.2017.1374822"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3390\/s22229019"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.1986.4767851"},{"key":"ref111","doi-asserted-by":"publisher","DOI":"10.3390\/math8060913"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-818961-0.00003-X"},{"key":"ref112","first-page":"652","volume":"9","author":"ehteram","year":"2022","journal-title":"Inclusive multiple model using hybrid artificial neural networks for predicting evaporation"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2012.2208630"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2011.11.004"},{"key":"ref110","doi-asserted-by":"publisher","DOI":"10.3390\/e22091041"},{"key":"ref68","article-title":"CrackSeg9k: A Collection and Benchmark for Crack Segmentation Datasets and Frameworks","author":"kulkarni","year":"2022","journal-title":"Computer Vision—ECCV 2022 Workshops"},{"key":"ref119","doi-asserted-by":"publisher","DOI":"10.1016\/j.egyr.2021.11.247"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1016\/j.conbuildmat.2017.09.110"},{"key":"ref117","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3049301"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2022.104309"},{"key":"ref118","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-021-87691-0"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.3390\/app12031374"},{"key":"ref115","doi-asserted-by":"publisher","DOI":"10.3389\/fenrg.2021.792418"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2022.104674"},{"key":"ref116","doi-asserted-by":"publisher","DOI":"10.1016\/j.seta.2021.101097"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1016\/j.conbuildmat.2021.126162"},{"key":"ref113","doi-asserted-by":"publisher","DOI":"10.1080\/19942060.2019.1627676"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CP.1943-5487.0000918"},{"key":"ref114","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46490-9_47"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1080\/10298436.2021.1905808"},{"key":"ref122","doi-asserted-by":"crossref","first-page":"834028","DOI":"10.3389\/fonc.2022.834028","article-title":"Meta-Heuristic Algorithm-Tuned Neural Network for Breast Cancer Diagnosis Using Ultrasound Images","volume":"12","author":"bourouis","year":"2022","journal-title":"Frontiers in Oncology"},{"key":"ref123","first-page":"235","article-title":"A hybrid neurofuzzy algorithm for prediction of reference evapotranspiration","author":"mosavi","year":"2018","journal-title":"In International Conference on Global Research and Education"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.3103\/S0146411622010084"},{"key":"ref120","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3107282"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.3390\/s22155781"},{"key":"ref121","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3181718"}],"event":{"name":"2023 IEEE 17th International Symposium on Applied Computational Intelligence and Informatics (SACI)","location":"Timisoara, Romania","start":{"date-parts":[[2023,5,23]]},"end":{"date-parts":[[2023,5,26]]}},"container-title":["2023 IEEE 17th International Symposium on Applied Computational Intelligence and Informatics (SACI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10158523\/10158534\/10158577.pdf?arnumber=10158577","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,17]],"date-time":"2023-07-17T13:33:30Z","timestamp":1689600810000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10158577\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,5,23]]},"references-count":127,"URL":"https:\/\/doi.org\/10.1109\/saci58269.2023.10158577","relation":{},"subject":[],"published":{"date-parts":[[2023,5,23]]}}}