{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,27]],"date-time":"2026-05-27T14:39:00Z","timestamp":1779892740967,"version":"3.53.1"},"reference-count":63,"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\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/access.2023.3303131","type":"journal-article","created":{"date-parts":[[2023,8,7]],"date-time":"2023-08-07T18:20:34Z","timestamp":1691432434000},"page":"85426-85440","source":"Crossref","is-referenced-by-count":52,"title":["EfficientNetB3-Adaptive Augmented Deep Learning (AADL) for Multi-Class Plant Disease Classification"],"prefix":"10.1109","volume":"11","author":[{"given":"Faiqa","family":"Adnan","sequence":"first","affiliation":[{"name":"Department of Software Engineering, University of Management and Technology, Lahore, Pakistan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3535-8005","authenticated-orcid":false,"given":"Mazhar Javed","family":"Awan","sequence":"additional","affiliation":[{"name":"Department of Software Engineering, University of Management and Technology, Lahore, Pakistan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5415-2972","authenticated-orcid":false,"given":"Amena","family":"Mahmoud","sequence":"additional","affiliation":[{"name":"Computer Science Department, Faculty of Computers and Information, Kafrelsheikh University, Kafr El-Sheikh, Egypt"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4424-5600","authenticated-orcid":false,"given":"Haitham","family":"Nobanee","sequence":"additional","affiliation":[{"name":"College of Business, Abu Dhabi University, Abu Dhabi, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Awais","family":"Yasin","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering, National University of Technology, Islamabad, Pakistan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2004-3289","authenticated-orcid":false,"given":"Azlan Mohd","family":"Zain","sequence":"additional","affiliation":[{"name":"Faculty of Computing, University Teknologi Malaysia, Skudai, Johor, Malaysia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3390\/rs13132486"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00474"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s11831-019-09324-0"},{"key":"ref56","first-page":"6105","article-title":"EfficientNet: Rethinking model scaling for convolutional neural networks","author":"tan","year":"2019","journal-title":"Proc ICML"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3390\/s20051452"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/ICoDT252288.2021.9441512"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-33-6424-0_7"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecoinf.2020.101182"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2020.105596"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2021.3120076"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3069646"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-019-08453-9"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.aiia.2020.10.002"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3390\/diagnostics11010105"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1186\/s12859-020-03615-1"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-020-09261-2"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.jksuci.2018.09.002"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-32606-7_3"},{"key":"ref50","first-page":"3523","article-title":"Image segmentation using deep learning: A survey","volume":"44","author":"minaee","year":"2022","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-021-10544-5"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-021-11869-x"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/DINWC.2018.8356995"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2020.3038524"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ASPCON49795.2020.9276722"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2018.08.048"},{"key":"ref44","first-page":"3810","article-title":"Effective data augmentation and training techniques for improving deep learning in plant leaf disease recognition","volume":"15","author":"enkvetchakul","year":"2022","journal-title":"Appl Sci Eng Prog"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICECCT.2019.8869090"},{"key":"ref49","first-page":"5296","article-title":"The customized convolutional neural network of face emotion expression classification","volume":"25","author":"awan","year":"2021","journal-title":"Annals of the Romanian Society for Cell Biology"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.32607\/actanaturae.11026"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s00344-021-10406-2"},{"key":"ref9","first-page":"9","article-title":"Factors affecting yield of crops","author":"liliane","year":"2020","journal-title":"Agronomy&#x2014;Climate Change and Food Security"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2019.105174"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3390\/su12135488"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.3390\/v13030412"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3390\/s21062129"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2020.105652"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-71051-4_8"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.3390\/electronics12040827"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/s11554-020-00987-8"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-022-12147-0"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-021-06176-4"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-020-09825-6"},{"key":"ref33","article-title":"Very deep convolutional networks for large-scale image recognition","author":"simonyan","year":"2014","journal-title":"arXiv 1409 1556"},{"key":"ref32","first-page":"230","article-title":"Recognition of corn leaf spot and rust based on transfer learning with convolutional neural network","volume":"51","author":"xu","year":"2020","journal-title":"Transactions of the Chinese Society for Agricultural Machinery"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3390\/plants9101302"},{"key":"ref1","first-page":"1854","article-title":"A survey on agriculture monitoring with satellite and its benefits","volume":"1","author":"rahamathunnisa","year":"2022","journal-title":"ICAC Proc"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1155\/2016\/3289801"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.3390\/sym11070939"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3390\/app12188972"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v31i1.11231"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-020-09669-w"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2020.105393"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1186\/s13007-021-00722-9"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1007\/s41348-020-00403-0"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.308"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.195"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3390\/agriculture11080707"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2020.03.225"},{"key":"ref29","first-page":"407","article-title":"Plant disease classification using deep learning","author":"akshai","year":"2021","journal-title":"Proc 3rd Int Conf Signal Process Commun (ICPSC)"},{"key":"ref60","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"arXiv 1412 6980"},{"key":"ref62","first-page":"599","article-title":"Classification model evaluation metrics","volume":"12","author":"vujovi?","year":"2021","journal-title":"Int J Adv Comput Sci Appl"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/IWQoS.2018.8624183"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10005208\/10210538.pdf?arnumber=10210538","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,4]],"date-time":"2023-09-04T18:16:49Z","timestamp":1693851409000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10210538\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":63,"URL":"https:\/\/doi.org\/10.1109\/access.2023.3303131","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}