{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,27]],"date-time":"2026-07-27T21:09:42Z","timestamp":1785186582739,"version":"3.55.0"},"reference-count":74,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100000923","name":"Australian Research Council","doi-asserted-by":"publisher","award":["DP180102727"],"award-info":[{"award-number":["DP180102727"]}],"id":[{"id":"10.13039\/501100000923","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Accelerating Higher Education Expansion and Development (AHEAD) Operations Project of Sri Lanka"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/access.2023.3282702","type":"journal-article","created":{"date-parts":[[2023,6,5]],"date-time":"2023-06-05T17:56:26Z","timestamp":1685987786000},"page":"57083-57096","source":"Crossref","is-referenced-by-count":11,"title":["Multi-S3P: Protein Secondary Structure Prediction With Specialized Multi-Network and Self-Attention-Based Deep Learning Model"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3141-7023","authenticated-orcid":false,"given":"M. M.","family":"Mohamed Mufassirin","sequence":"first","affiliation":[{"name":"School of Information and Communication Technology, Griffith University, Nathan, QLD, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"M. A. Hakim","family":"Newton","sequence":"additional","affiliation":[{"name":"Institute for Integrated and Intelligent Systems, Griffith University, Nathan, QLD, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5005-9922","authenticated-orcid":false,"given":"Julia","family":"Rahman","sequence":"additional","affiliation":[{"name":"School of Information and Communication Technology, Griffith University, Nathan, QLD, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2567-2052","authenticated-orcid":false,"given":"Abdul","family":"Sattar","sequence":"additional","affiliation":[{"name":"School of Information and Communication Technology, Griffith University, Nathan, QLD, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-319-74775-0","volume-title":"A Meta-Heuristic Approach to Protein Structure Prediction","author":"Jana","year":"2018"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-022-10350-x"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-019-1923-7"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.cels.2019.03.006"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-021-03819-2"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1002\/prot.26171"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkab1061"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btaa531"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btaa629"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1186\/s12859-018-2065-x"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1186\/s12859-021-04525-6"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-020-76317-6"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiolchem.2023.107834"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2022.105824"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiolchem.2022.107700"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bts475"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.37.4.205"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1002\/prot.25487"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-018-28084-8"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1002\/bip.360221211"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbw129"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiolchem.2019.107093"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1002\/prot.26007"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1021\/bi00699a002"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/25.17.3389"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1006\/jmbi.1999.3091"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1038\/nmeth.1818"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/s008940100038"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1038\/srep11476"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btx218"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bty1006"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/0022-2836(88)90564-5"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.86.1.152"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1089\/10665270050081496"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/0022-2836(87)90292-0"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1038\/srep18962"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1002\/prot.25674"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btz712"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1039\/D2RA06433B"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1186\/s12859-019-2932-0"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CIBCB49929.2021.9562849"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-019-43189-4"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkac439"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-11684-w"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.2016239118"},{"key":"ref47","article-title":"ProtTrans: Towards cracking the language of life\u2019s code through self-supervised deep learning and high performance computing","author":"Elnaggar","year":"2020","journal-title":"arXiv:2007.06225"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2022.108356"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1006\/jsbi.2001.4336"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.csbj.2022.11.012"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.3390\/biom11111627"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1080\/07391102.2010.10507349"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmgm.2017.07.015"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.3389\/fbioe.2021.687426"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btg224"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btu352"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bty481"},{"key":"ref58","first-page":"289033","article-title":"Porter 5: Fast, state-of-the-art ab initio prediction of protein secondary structure in 3 and 8 classes","author":"Torrisi","year":"2018","journal-title":"BioRxiv"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1002\/prot.340090107"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.90.16.7558"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmb.2017.08.013"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btu739"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1186\/s12859-019-3019-7"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkw1081"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1111\/j.1399-3011.1988.tb01261.x"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.5555\/3104322.3104425"},{"issue":"1","key":"ref69","first-page":"1929","article-title":"Dropout: A simple way to prevent neural networks from overfitting","volume":"15","author":"Srivastava","year":"2014","journal-title":"J. Mach. Learn. Res."},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2021.06.009"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1002\/jcc.25534"},{"key":"ref72","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014","journal-title":"arXiv:1412.6980"},{"key":"ref73","volume-title":"The Truth of the F-Measure","author":"Sasaki","year":"2007"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1016\/j.sbi.2008.02.004"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10005208\/10143539.pdf?arnumber=10143539","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,11]],"date-time":"2024-12-11T02:08:59Z","timestamp":1733882939000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10143539\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":74,"URL":"https:\/\/doi.org\/10.1109\/access.2023.3282702","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}