{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,7]],"date-time":"2026-01-07T08:06:11Z","timestamp":1767773171689,"version":"3.28.0"},"reference-count":25,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,12,7]],"date-time":"2023-12-07T00:00:00Z","timestamp":1701907200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,12,7]],"date-time":"2023-12-07T00:00:00Z","timestamp":1701907200000},"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":[],"published-print":{"date-parts":[[2023,12,7]]},"DOI":"10.1109\/aics60730.2023.10470635","type":"proceedings-article","created":{"date-parts":[[2024,3,20]],"date-time":"2024-03-20T18:15:31Z","timestamp":1710958531000},"page":"1-4","source":"Crossref","is-referenced-by-count":5,"title":["AI-Based Crop Disease Detection: Evaluation of Wheat Rust Disease Detection and Classification Using Deep Learning and Machine Learning Approaches"],"prefix":"10.1109","author":[{"given":"Temitayo","family":"Akinosun","sequence":"first","affiliation":[{"name":"School of Computing, Ulster University,Belfast,United Kingdom"}]},{"given":"Omar","family":"Nibouche","sequence":"additional","affiliation":[{"name":"School of Computing, Ulster University,Belfast,United Kingdom"}]}],"member":"263","reference":[{"volume-title":"World Population Prospects 2019: Highlights-UN","key":"ref1"},{"volume-title":"New standards to curb the global spread of plant pests and diseases","year":"2021","key":"ref2"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.cropro.2003.10.001"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.atech.2022.100083"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3390\/agriculture12010009"},{"key":"ref6","article-title":"Explainable vision transformer enabled convolutional neural network for Plant Disease Identification: Plantxvit","volume-title":"arXiv.org","author":"Thakur","year":"2023"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/access.2022.3141371"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-15163-0"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2019.105099"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3389\/fpls.2016.01419"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2018.03.032"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2020.105393"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.inpa.2019.10.003"},{"key":"ref15","article-title":"Crop leaf disease recognition based on self-attention convolutional neural network","author":"Zeng","year":"2020","journal-title":"Computers and Electronics in Agriculture"},{"key":"ref16","article-title":"Image classification with python: CNN vs transformers","author":"Pietro","year":"2023","journal-title":"Medium"},{"key":"ref17","article-title":"Vision transformers (VIT) in image recognition - 2023 guide","author":"Boesch","year":"2023","journal-title":"viso.ai"},{"key":"ref18","article-title":"Vision transformers or convolutional neural networks? both!","author":"Coccomini","year":"2023","journal-title":"Medium"},{"volume-title":"Plant Disease Detection using Image Sensors: A Step Towards Precision Agriculture","year":"2021","author":"Sharma","key":"ref19"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3390\/mps2010025"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/iccsea49143.2020.9132851"},{"key":"ref22","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1016\/j.patrec.2020.07.042","article-title":"Comparative analysis of image classification algorithms based on traditional machine learning and Deep Learning","volume":"141","author":"Wang","year":"2021","journal-title":"Pattern Recognition Letters"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/iaecst54258.2021.9695688"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3371158.3371196"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-023-15199-y"}],"event":{"name":"2023 31st Irish Conference on Artificial Intelligence and Cognitive Science (AICS)","start":{"date-parts":[[2023,12,7]]},"location":"Letterkenny, Ireland","end":{"date-parts":[[2023,12,8]]}},"container-title":["2023 31st Irish Conference on Artificial Intelligence and Cognitive Science (AICS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10470453\/10470478\/10470635.pdf?arnumber=10470635","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,26]],"date-time":"2024-03-26T20:19:34Z","timestamp":1711484374000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10470635\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,12,7]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/aics60730.2023.10470635","relation":{},"subject":[],"published":{"date-parts":[[2023,12,7]]}}}