{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,5]],"date-time":"2025-11-05T11:09:02Z","timestamp":1762340942549,"version":"3.28.0"},"reference-count":44,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016,8]]},"DOI":"10.1109\/inista.2016.7571848","type":"proceedings-article","created":{"date-parts":[[2016,9,22]],"date-time":"2016-09-22T21:03:28Z","timestamp":1474578208000},"page":"1-5","source":"Crossref","is-referenced-by-count":4,"title":["Marshall stability estimating using artificial neural network with polyparaphenylene terephtalamide fibre rate"],"prefix":"10.1109","author":[{"given":"Sebnem","family":"Karahancer","sequence":"first","affiliation":[]},{"given":"Buket","family":"Capali","sequence":"additional","affiliation":[]},{"given":"Ekinhan","family":"Eriskin","sequence":"additional","affiliation":[]},{"given":"Nihat","family":"Morova","sequence":"additional","affiliation":[]},{"given":"Sercan","family":"Serin","sequence":"additional","affiliation":[]},{"given":"Mehmet","family":"Saltan","sequence":"additional","affiliation":[]},{"given":"Serdal","family":"Terzi","sequence":"additional","affiliation":[]},{"given":"Dicle Ozdemir","family":"Kucukcapraz","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","first-page":"532","volume":"22","author":"top\u00e7u","year":"2008","journal-title":"Prediction of rubberized concrete properties using artificial neural network and fuzzy logic Construction and Building Materials"},{"key":"ref38","article-title":"A robust position invariant artificial neural network for digital pavement crack analysis","author":"lee","year":"2003","journal-title":"Transportation Research Board annual meeting"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0899-1561(2009)21:6(253)"},{"key":"ref32","article-title":"Predicting asphalt concrete fatigue life using artificial neural network approach","author":"huang","year":"2007","journal-title":"Transportation Research Board annual meeting"},{"key":"ref31","doi-asserted-by":"crossref","first-page":"107","DOI":"10.3141\/2057-13","article-title":"Back- calculation of the dynamic modulus from the resilient modulus of asphalt concrete using an artificial neural network","volume":"2057","author":"lacroix","year":"2007","journal-title":"Transportation Research Record Journal of the Transportation Research Board"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.3141\/1615-12"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)1076-0342(2001)7:4(166)"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1111\/0885-9507.00113"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/0968-090X(93)90002-W"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0899-1561(2005)17:1(19)"},{"key":"ref10","doi-asserted-by":"crossref","DOI":"10.3141\/1540-01","article-title":"Attempt at resilient modulus modeling using artifcial neural networks","author":"tutumluer","year":"1996","journal-title":"Transportation Research Record 1560 TRB"},{"key":"ref40","first-page":"38","article-title":"Back calculation of pavement layer parameters using artificial neural networks","volume":"11","author":"saltan","year":"2004","journal-title":"Indian J Eng Mater Sci"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/S0142-1123(01)00183-9"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.simpat.2004.04.002"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.conbuildmat.2005.11.001"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.enconman.2006.12.008"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.advengsoft.2007.06.002"},{"key":"ref16","first-page":"237","volume":"16","author":"ta?demir","year":"2009","journal-title":"Artificial neural networks for predicting low temperature performancea of modified asphalt mixtures Indian journal of engineering & Materials Sciences"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.commatsci.2007.04.009"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2009.02.002"},{"key":"ref19","first-page":"289","article-title":"Prediction of mechanical properties of cement containing class C fly ash by using artificial neural network and regression technique","volume":"4","author":"suba?i","year":"2009","journal-title":"Scientific Research and Essays"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3141\/2005-10"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0899-1561(2005)17:4(416)"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3141\/1639-06"},{"key":"ref3","first-page":"193","article-title":"Fiber-modified asphalt concrete characteristics, applications and behavior","volume":"64","author":"serfass","year":"1996","journal-title":"J Assoc Asphalt Paving Technologists"},{"key":"ref6","first-page":"165","article-title":"Review of UK Porous Asphalt Trials","author":"nicholls","year":"1997","journal-title":"Transport Research Laboratory TRL Report 264"},{"key":"ref29","article-title":"Condition assessment of composite pavement systems using artificial neural net- works-based rapid backcalculation algorithms","author":"guclu","year":"2007","journal-title":"TRB 86th Annual Meeting Compendium of Papers CD-ROM"},{"key":"ref5","first-page":"156","article-title":"FHWA-RD-92-006 Stone Mastic Asphalt (SMA) Mixture Design","author":"stuart","year":"1992","journal-title":"US Department of Transportation"},{"key":"ref8","article-title":"Anfis and Statistical Based Approach to Prediction the Peak Pressure Load of Concrete Pipes Including Glass Fiber","author":"emiroglu","year":"2011","journal-title":"Expert Systems with Applications"},{"key":"ref7","article-title":"Polymer modified cellulose pellet fiber in bituminous mixtures","author":"akbulut","year":"2000","journal-title":"Proceedings of 2nd Eurasphalt & Eurobitume Congress on CD-ROM"},{"journal-title":"Concrete Roads","year":"1998","author":"agar","key":"ref2"},{"key":"ref9","first-page":"803","article-title":"Using Adaptive Neural Networks to identify Significant Variables in Pavement Performance Prediction","volume":"5","author":"attoh-okine","year":"1995","journal-title":"Intelligent Engineering Systems through Artificial Neural Networks"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.conbuildmat.2011.04.072"},{"key":"ref20","first-page":"98","article-title":"Transaction A: Civil Engineering","volume":"16","author":"saffarzadeh","year":"2009","journal-title":"Effeect of Asphalt Content on the Marshall Stability of Asphalt Concrete Using Artificial Neural Networks"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2010.04.063"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"6025","DOI":"10.1016\/j.eswa.2010.11.018","article-title":"Artificial Neural Network Based Modelling of the Marshall Stability of Asphalt Concrete”, “Ercan Özgan","volume":"38","author":"\u00f6zgan","year":"2011","journal-title":"Expert Systems with Applications"},{"article-title":"Neural network toolbox, user guide","year":"2001","author":"demuth","key":"ref42"},{"key":"ref24","first-page":"6081","volume":"38","author":"mirzahosseini","year":"2011","journal-title":"Permanent deformation analysis of asphalt mixtures using soft computing techniques Expert Systems with Applications"},{"key":"ref41","first-page":"2405","article-title":"A new approach using artificial neural networks for determination of the thermodynamic properties. Energy Conversion and Management","volume":"46","author":"?encan","year":"2005"},{"key":"ref23","first-page":"2600","article-title":"Backcalculation of pavement layer moduli and Poisson's ratio using data mining Expert Systems with Applications","volume":"38","author":"saltan","year":"2011"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.simpat.2004.04.002"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2009.12.042"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.conbuildmat.2015.12.193"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2011.04.079"}],"event":{"name":"2016 International Symposium on INnovations in Intelligent SysTems and Applications (INISTA)","start":{"date-parts":[[2016,8,2]]},"location":"Sinaia, Romania","end":{"date-parts":[[2016,8,5]]}},"container-title":["2016 International Symposium on INnovations in Intelligent SysTems and Applications (INISTA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7565275\/7571814\/07571848.pdf?arnumber=7571848","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,24]],"date-time":"2017-06-24T23:30:15Z","timestamp":1498347015000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7571848\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,8]]},"references-count":44,"URL":"https:\/\/doi.org\/10.1109\/inista.2016.7571848","relation":{},"subject":[],"published":{"date-parts":[[2016,8]]}}}