{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,9]],"date-time":"2025-12-09T15:41:23Z","timestamp":1765294883514,"version":"3.37.3"},"reference-count":13,"publisher":"Wiley","license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Applied Computational Intelligence and Soft Computing"],"published-print":{"date-parts":[[2017]]},"abstract":"<jats:p>The paper presents the use of a self-organizing feature map (SOFM) for determining damage in reinforced concrete frames with shear walls. For this purpose, a concrete frame with a shear wall was subjected to nonlinear dynamic analysis. The SOFM was optimized using the genetic algorithm (GA) in order to determine the number of layers, number of nodes in the hidden layer, transfer function type, and learning algorithm. The obtained model was compared with linear regression (LR) and nonlinear regression (NonLR) models and also the radial basis function (RBF) of a neural network. It was concluded that the SOFM, when optimized with the GA, has more strength, flexibility, and accuracy.<\/jats:p>","DOI":"10.1155\/2017\/3508189","type":"journal-article","created":{"date-parts":[[2017,5,15]],"date-time":"2017-05-15T17:01:14Z","timestamp":1494867674000},"page":"1-10","source":"Crossref","is-referenced-by-count":15,"title":["Determination of Damage in Reinforced Concrete Frames with Shear Walls Using Self-Organizing Feature Map"],"prefix":"10.1155","volume":"2017","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1765-1382","authenticated-orcid":true,"given":"Mehdi","family":"Nikoo","sequence":"first","affiliation":[{"name":"Young Researchers and Elite Club, Ahvaz Branch, Islamic Azad University, Ahvaz, Iran"}],"role":[{"role":"author","vocab":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9382-7709","authenticated-orcid":true,"given":"\u0141ukasz","family":"Sadowski","sequence":"additional","affiliation":[{"name":"Faculty of Civil Engineering, Wroclaw University of Science and Technology, Wybrzeze Wyspianskiego 27, 50-370 Wroclaw, Poland"}],"role":[{"role":"author","vocab":"crossref"}]},{"given":"Faezehossadat","family":"Khademi","sequence":"additional","affiliation":[{"name":"Civil and Environmental Engineering Department, Illinois Institute of Technology, Chicago, IL 60616, USA"}],"role":[{"role":"author","vocab":"crossref"}]},{"given":"Mohammad","family":"Nikoo","sequence":"additional","affiliation":[{"name":"SAMA Technical and Vocational Training College, Islamic Azad University, Ahvaz Branch, Ahvaz, Iran"}],"role":[{"role":"author","vocab":"crossref"}]}],"member":"311","reference":[{"year":"2012","key":"1"},{"issue":"12","key":"2","first-page":"1699","volume":"16","year":"2012","journal-title":"World Applied Sciences Journal"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1155\/2015\/849126"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.12989\/scs.2014.17.3.215"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1617\/s11527-015-0558-x"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1007\/s00366-013-0334-x"},{"issue":"2","key":"7","doi-asserted-by":"crossref","first-page":"355","DOI":"10.1016\/j.ijsbe.2016.09.003","volume":"5","year":"2016","journal-title":"International Journal of Sustainable Built Environment"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1007\/s11709-016-0363-9"},{"year":"1988","key":"9"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1016\/j.conbuildmat.2015.01.034"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1023\/a:1022602019183"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2003.11.024"},{"issue":"7","key":"13","first-page":"6605","volume":"2","year":"2012","journal-title":"Journal of Basic and Applied Scientific Research"}],"container-title":["Applied Computational Intelligence and Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/acisc\/2017\/3508189.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/acisc\/2017\/3508189.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/acisc\/2017\/3508189.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,5,15]],"date-time":"2017-05-15T17:01:16Z","timestamp":1494867676000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/acisc\/2017\/3508189\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"references-count":13,"alternative-id":["3508189","3508189"],"URL":"https:\/\/doi.org\/10.1155\/2017\/3508189","relation":{},"ISSN":["1687-9724","1687-9732"],"issn-type":[{"type":"print","value":"1687-9724"},{"type":"electronic","value":"1687-9732"}],"subject":[],"published":{"date-parts":[[2017]]}}}