{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,21]],"date-time":"2025-08-21T16:12:53Z","timestamp":1755792773446,"version":"3.44.0"},"reference-count":57,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2025.3596286","type":"journal-article","created":{"date-parts":[[2025,8,6]],"date-time":"2025-08-06T18:01:44Z","timestamp":1754503304000},"page":"140046-140060","source":"Crossref","is-referenced-by-count":0,"title":["A Multi-Criteria Perceptual Visual Complexity Metrics-Based Optimization Approach to User Interface Design Layouts"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8607-9917","authenticated-orcid":false,"given":"Eren","family":"Ak\u00e7a","sequence":"first","affiliation":[{"name":"STM Savunma Teknolojileri Mühendislik ve Ticaret A.Ş, Ankara, Türkiye"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0833-3494","authenticated-orcid":false,"given":"\u00d6mer","family":"\u00d6zg\u00fcr Tanr\u0131\u00f6ver","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering, Ankara University, Ankara, Türkiye"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"As\u0131m","family":"Egemen Y\u0131lmaz","sequence":"additional","affiliation":[{"name":"Department of Electrical and Electronics Engineering, Ankara University, Ankara, Türkiye"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3526113.3545651"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/mce.2019.2941463"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-72038-8_1"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/97924.97926"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/169059.169346"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/964696.964710"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/964442.964461"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/1357054.1357271"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3099583"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/2501988.2502024"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1207\/s15327566ijce0402_2"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/2901790.2901817"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/jproc.2020.2969687"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376553"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376589"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-37487-7_2"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1093\/iwcomp\/iwab006"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3397481.3450652"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3490034"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/1456536.1456581"},{"article-title":"Metrics and tools to guide design of graphical user interfaces","year":"2014","author":"Alemerien","key":"ref21"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/2598153.2598173"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1093\/iwc\/iwy008"},{"article-title":"User interface evaluation with machine learning methods","year":"2019","author":"Mao","key":"ref24"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1049\/ccs2.12055"},{"key":"ref26","first-page":"235","article-title":"Evaluation of mobile interfaces as an optimization problem","volume-title":"Proc. KES","volume":"112","author":"Gasmi"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-019-04391-8"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.displa.2021.102031"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/2702123.2702575"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3206505.3206549"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/3266037.3266087"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/RCIS.2014.6861050"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008202821328"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/2494603.2480297"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/1822018.1822030"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/2642918.2647382"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376610"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/93.923953"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhcs.2003.09.002"},{"key":"ref40","first-page":"91","article-title":"GUI structural metrics and testability testing","volume-title":"Proc. IASTED","author":"Magel"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1117\/12.767029"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhcs.2010.05.006"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1080\/00913367.2006.10639232"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/2435215.2435216"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1037\/\/0096-3445.121.3.262"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1002\/nav.3800020106"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.1963.1105511"},{"key":"ref48","first-page":"101","article-title":"Parallel implementation of scalarization approaches for multi-objective optimization problems","volume-title":"Advances in Evolutionary Algorithms Research","author":"Akca","year":"2015"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2014.08.071"},{"key":"ref50","volume-title":"Nonlinear Multiobjective Optimization","volume":"12","author":"Miettinen","year":"1999"},{"volume-title":"Web Pages","year":"2019","author":"Kural","key":"ref51"},{"volume-title":"Differential Evolution: A Practical Approach to Global Optimization","year":"2006","author":"Price","key":"ref52"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-70928-2_22"},{"key":"ref54","first-page":"1","article-title":"Supremacy of differential evolution algorithm in designing multiplier-less low-pass FIR filter","author":"Chandra","year":"2014","journal-title":"Int. J. Electron. Commun. Eng."},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1088\/1757-899x\/1098\/3\/032082"},{"key":"ref56","article-title":"PyGAD: An intuitive genetic algorithm Python library","author":"Gad","year":"2021","journal-title":"arXiv:2106.06158"},{"volume-title":"Hand-Drawn User Interface Sketch Dataset for the Automatic Generation of App Inventor Wireframes with Deep Learning","year":"2019","author":"de Souza Baul\u00e9","key":"ref57"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/11114916.pdf?arnumber=11114916","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,14]],"date-time":"2025-08-14T18:48:33Z","timestamp":1755197313000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11114916\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":57,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3596286","relation":{},"ISSN":["2169-3536"],"issn-type":[{"type":"electronic","value":"2169-3536"}],"subject":[],"published":{"date-parts":[[2025]]}}}