{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T21:35:38Z","timestamp":1771018538556,"version":"3.50.1"},"reference-count":52,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"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":[[2026]]},"DOI":"10.1109\/access.2026.3660760","type":"journal-article","created":{"date-parts":[[2026,2,6]],"date-time":"2026-02-06T20:51:07Z","timestamp":1770411067000},"page":"20446-20463","source":"Crossref","is-referenced-by-count":0,"title":["LightET-FusionNet as a Lightweight Deep Ensemble Model for Scalable Maize Disease Classification"],"prefix":"10.1109","volume":"14","author":[{"given":"Amir","family":"Shahzad","sequence":"first","affiliation":[{"name":"Department of Computer Science and Information Technology, Faculty of Basic and Applied Sciences, University of Poonch Rawalakot, Rawalakot, Azad Jammu and Kashmir, Pakistan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6711-4382","authenticated-orcid":false,"given":"Arslan","family":"Amjad","sequence":"additional","affiliation":[{"name":"Department of Computer Graphics, Vision, and Digital Systems, Faculty of Automatic Control, Electronics, and Computer Science, Silesian University of Technology, Gliwice, Poland"}]},{"given":"Anum","family":"Mushtaq","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Information Technology, Faculty of Basic and Applied Sciences, University of Poonch Rawalakot, Rawalakot, Azad Jammu and Kashmir, Pakistan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0430-4661","authenticated-orcid":false,"given":"Jawad-Ur-Rehman","family":"Chughtai","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Information Technology, Women University of Azad Jammu and Kashmir Bagh, Bagh, Azad Jammu and Kashmir, Pakistan"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.mlwa.2025.100673"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1111\/ppa.13322"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2023.107624"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.wasman.2024.12.023"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2023.108522"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/iscs61804.2024.10581009"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.measen.2022.100441"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-22018-0_21"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.inpa.2016.10.005"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.3389\/fpls.2016.01419"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2018.02.016"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2025.117852"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2023.108119"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1186\/s13007-025-01386-5"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.48084\/etasr.7821"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.heliyon.2024.e33377"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.heliyon.2024.e28264"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s13198-020-00972-1"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s11063-022-10880-z"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-006-6226-1"},{"key":"ref21","article-title":"EfficientNetV2: Smaller models and faster training","author":"Tan","year":"2021","journal-title":"arXiv:2104.00298"},{"key":"ref22","article-title":"Squeeze-and-excitation networks","author":"Hu","year":"2017","journal-title":"arXiv:1709.01507"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.33969\/ais.2020.21002"},{"issue":"2","key":"ref24","first-page":"675","article-title":"Automatic diseases detection and classification in maize crop using convolution neural network","volume":"12","author":"Ullah","year":"2021","journal-title":"Int. J. Adv. Trends Comput. Sci. Eng."},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.3389\/fpls.2023.1079366"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3390\/agronomy13020521"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3390\/electronics12081938"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.jafr.2024.101148"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.heliyon.2024.e39569"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-025-14726-1"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01264-9_8"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2018.00474"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2017.243"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/bf00994018"},{"issue":"1","key":"ref35","doi-asserted-by":"crossref","first-page":"238","DOI":"10.1111\/j.2517-6161.1959.tb00334.x","article-title":"The regression analysis of binary sequences","volume":"21","author":"Cox","year":"1959","journal-title":"J. Roy. Stat. Soc. Ser. B, Stat. Methodol."},{"issue":"5","key":"ref36","doi-asserted-by":"crossref","first-page":"1189","DOI":"10.1214\/aos\/1013203451","article-title":"Greedy function approximation: A gradient boosting machine","volume":"29","author":"Friedman","year":"2001","journal-title":"Ann. Statist."},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/s0893-6080(05)80023-1"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"ref39","first-page":"3149","article-title":"LightGBM: A highly efficient gradient boosting decision tree","volume-title":"Proc. 31st Int. Conf. Neural Inf. Process. Syst.","author":"Ke"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2017.683"},{"key":"ref41","article-title":"EfficientNet: Rethinking model scaling for convolutional neural networks","author":"Tan","year":"2019","journal-title":"arXiv:1905.11946"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2021.104649"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2016.90"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2016.308"},{"key":"ref45","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014","journal-title":"arXiv:1412.6980"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.mex.2025.103172"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.3390\/plants13121621"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.3389\/fpls.2024.1368697"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/tgrs.2022.3224580"},{"key":"ref50","doi-asserted-by":"crossref","DOI":"10.3389\/fpls.2022.1003152","article-title":"Efficient attention-based CNN network (EANet) for multi-class maize crop disease classification","volume":"13","author":"Albahli","year":"2022","journal-title":"Frontiers Plant Sci."},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2018.03.032"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.biosystemseng.2019.02.002"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/11323511\/11372661.pdf?arnumber=11372661","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T20:51:28Z","timestamp":1771015888000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11372661\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":52,"URL":"https:\/\/doi.org\/10.1109\/access.2026.3660760","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}