{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,25]],"date-time":"2026-06-25T08:59:59Z","timestamp":1782377999628,"version":"3.54.5"},"reference-count":51,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2023,8,1]],"date-time":"2023-08-01T00:00:00Z","timestamp":1690848000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,8,1]],"date-time":"2023-08-01T00:00:00Z","timestamp":1690848000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,8,1]],"date-time":"2023-08-01T00:00:00Z","timestamp":1690848000000},"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":["IEEE Trans. Comput. Soc. Syst."],"published-print":{"date-parts":[[2023,8]]},"DOI":"10.1109\/tcss.2022.3213369","type":"journal-article","created":{"date-parts":[[2022,11,4]],"date-time":"2022-11-04T00:40:48Z","timestamp":1667522448000},"page":"1654-1665","source":"Crossref","is-referenced-by-count":48,"title":["Optimizing Deep Learning Model Parameters Using Socially Implemented IoMT Systems for Diabetic Retinopathy Classification Problem"],"prefix":"10.1109","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7664-1005","authenticated-orcid":false,"given":"Ashima","family":"Kukkar","sequence":"first","affiliation":[{"name":"Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, Punjab, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dinesh","family":"Gupta","sequence":"additional","affiliation":[{"name":"Computer Science &#x0026; Engineering, I. K. Gujral Punjab Technical University, Kapurthala, Punjab, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8534-9508","authenticated-orcid":false,"given":"Shehab Mohamed","family":"Beram","sequence":"additional","affiliation":[{"name":"Department of Computing and Information Systems, Research Centre for Human-Machine Collaboration (HUMAC), Sunway University, Kuala Lumpur, Malaysia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mukesh","family":"Soni","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, University Centre for Research and Development, Chandigarh University, Mohali, Punjab, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nikhil Kumar","family":"Singh","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Maulana Azad National Institute of Technology, Bhopal, Madhya Pradesh, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4990-5252","authenticated-orcid":false,"given":"Ashutosh","family":"Sharma","sequence":"additional","affiliation":[{"name":"School of Computer Science, University of Petroleum and Energy Studies, Dehradun, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9771-6288","authenticated-orcid":false,"given":"Rahul","family":"Neware","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, G. H. Raisoni College of Engineering, Nagpur, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5106-7609","authenticated-orcid":false,"given":"Mohammad","family":"Shabaz","sequence":"additional","affiliation":[{"name":"Model Institute of Engineering and Technology, Jammu, Jammu and Kashmir, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2348-8577","authenticated-orcid":false,"given":"Ali","family":"Rizwan","sequence":"additional","affiliation":[{"name":"Department of Industrial Engineering, Faculty of Engineering, King Abdulaziz University, Jeddah, Saudi Arabia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1177\/0037549721996031"},{"key":"ref12","article-title":"A lightweight CNN for diabetic retinopathy classification from fundus images","volume":"62","author":"gayathri","year":"2020","journal-title":"Biomed Signal Process Control"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1166\/jmihi.2021.3362"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1167\/iovs.10-6633"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-87237-3_5"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-021-93632-8"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s42452-020-2568-8"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2947484"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2994047"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-018-03974-0"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/s10822-014-9753-z"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1155\/2011\/646917"},{"key":"ref46","article-title":"GADAM: Genetic-evolutionary Adam for deep neural network optimization","author":"zhang","year":"2018","journal-title":"arXiv 1805 07500"},{"key":"ref45","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"arXiv 1412 6980"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/BigData47090.2019.9006104"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2017.58"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2015.2509785"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2014.05.004"},{"key":"ref44","article-title":"An overview of gradient descent optimization algorithms","author":"ruder","year":"2016","journal-title":"arXiv 1609 04747"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3005044"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1515\/itms-2017-0003"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2020.07.053"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2022.108025"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3447568.3448530"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01079"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.18280\/ts.370503"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2020.02.026"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW54120.2021.00362"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2012.2201717"},{"key":"ref35","first-page":"419","article-title":"The segmentation analysis of retinal image based on K-means algorithm for computer-aided diagnosis of hypertensive retinopathy","volume":"8","author":"wiharto","year":"2020","journal-title":"Indonesian J Elect Eng Inf"},{"key":"ref34","article-title":"The ant swarm neuro-evolution procedure for optimizing recurrent networks","author":"elsaid","year":"2019","journal-title":"arXiv 1909 11849"},{"key":"ref37","first-page":"553","article-title":"Brief introduction of back propagation (BP) neural network algorithm and its improvement","author":"li","year":"2012","journal-title":"Proc Adv Comput Sci Inf Eng"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2017.10.017"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-16468-7_8"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpdc.2017.09.006"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3205455.3205637"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3067695.3082045"},{"key":"ref2","year":"2022","journal-title":"Diabetes"},{"key":"ref1","first-page":"1","article-title":"Deep hybrid architectures for diabetic retinopathy classification","author":"lahmar","year":"2022","journal-title":"Comput Methods Biomech Biomed Eng Imag Vis"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.3390\/s19132964"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2020.102192"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2019.103537"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2019.03.016"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/9139713"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2019.2951844"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2021.3057548"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1049\/iet-cvi.2018.5508"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2020.3023463"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2016.01.012"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-021-11824-w"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN48605.2020.9207509"}],"container-title":["IEEE Transactions on Computational Social Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6570650\/10201450\/09931419.pdf?arnumber=9931419","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,21]],"date-time":"2023-08-21T18:03:50Z","timestamp":1692641030000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9931419\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,8]]},"references-count":51,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tcss.2022.3213369","relation":{},"ISSN":["2329-924X","2373-7476"],"issn-type":[{"value":"2329-924X","type":"electronic"},{"value":"2373-7476","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,8]]}}}