{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,5]],"date-time":"2025-11-05T18:50:21Z","timestamp":1762368621921,"version":"build-2065373602"},"reference-count":30,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/access.2024.3496791","type":"journal-article","created":{"date-parts":[[2024,11,12]],"date-time":"2024-11-12T13:44:26Z","timestamp":1731419066000},"page":"168328-168338","source":"Crossref","is-referenced-by-count":2,"title":["Expanding Applications of TinyML in Versatile Assistive Devices: From Navigation Assistance to Health Monitoring System Using Optimized NASNet-XGBoost Transfer Learning"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7821-9123","authenticated-orcid":false,"given":"Sreenu","family":"Ponnada","sequence":"first","affiliation":[{"name":"Vishnu Institute of Technology, Bhimavaram, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0578-7098","authenticated-orcid":false,"given":"Tan","family":"Kuan Tak","sequence":"additional","affiliation":[{"name":"Singapore Institute of Technology, Punggol Coast Road, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7381-6284","authenticated-orcid":false,"given":"Pravin R.","family":"Kshirsagar","sequence":"additional","affiliation":[{"name":"J. D. College of Engineering and Management, Nagpur, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"P.","family":"Srinivasa Rao","sequence":"additional","affiliation":[{"name":"M. V. G. R. College of Engineering, Vizianagaram, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3898-7595","authenticated-orcid":false,"given":"Abhinav","family":"Dayal","sequence":"additional","affiliation":[{"name":"Vishnu Institute of Technology, Bhimavaram, India"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1201\/9781003181668-8"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2023.102692"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2022.104440"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.csa.2023.100016"},{"issue":"8","key":"ref5","first-page":"1","article-title":"Analysis of present and future use of artificial intelligence (AI) in line of fourth industrial revolution (4IR)","volume":"11","author":"Hossain","year":"2023","journal-title":"Sci. Res. J."},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1002\/ett.3710"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3294111"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3390\/s23042344"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-023-16740-9"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.3390\/agriengineering5040139"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3595633"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.37934\/arfmts.107.1.2944"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3390\/app11167661"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2976866"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s11517-018-1879-z"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.jveb.2019.03.009"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2934529"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2916866"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1161\/STROKEAHA.122.038640"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3390\/diagnostics14020128"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3099500"},{"key":"ref22","article-title":"NASNet: A neuron attention stage-by-stage net for single image deraining","author":"Qin","year":"2019","journal-title":"arXiv:1912.03151"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.prime.2023.100243"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1080\/10494820.2021.1928235"},{"volume-title":"Dataset 1","year":"2024","key":"ref25"},{"volume-title":"Dataset 2","year":"2024","key":"ref26"},{"volume-title":"Dataset 3","year":"2024","key":"ref27"},{"volume-title":"Dataset 4","year":"2024","key":"ref28"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2020.101824"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2021.102813"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10380310\/10750799.pdf?arnumber=10750799","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,5]],"date-time":"2025-11-05T18:41:23Z","timestamp":1762368083000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10750799\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3496791","relation":{},"ISSN":["2169-3536"],"issn-type":[{"type":"electronic","value":"2169-3536"}],"subject":[],"published":{"date-parts":[[2024]]}}}