{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,8]],"date-time":"2026-02-08T06:28:18Z","timestamp":1770532098514,"version":"3.49.0"},"publisher-location":"Cham","reference-count":11,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032137562","type":"print"},{"value":"9783032137579","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-3-032-13757-9_24","type":"book-chapter","created":{"date-parts":[[2026,2,7]],"date-time":"2026-02-07T08:12:52Z","timestamp":1770451972000},"page":"319-328","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Integrating Convolutional Neural Networks and Transformer Architecture for Accurate Potato Leaf Disease Detection"],"prefix":"10.1007","author":[{"given":"Ansh","family":"Bansal","sequence":"first","affiliation":[]},{"given":"Manoj","family":"Diwakar","sequence":"additional","affiliation":[]},{"given":"Neeraj Kumar","family":"Pandey","sequence":"additional","affiliation":[]},{"given":"Sanjay","family":"Roka","sequence":"additional","affiliation":[]},{"given":"Prabhishek","family":"Singh","sequence":"additional","affiliation":[]},{"given":"Aditya","family":"Joshi","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2026,2,8]]},"reference":[{"issue":"5","key":"24_CR1","doi-asserted-by":"publisher","first-page":"12875","DOI":"10.1007\/s11042-023-16105-2","volume":"83","author":"I Attri","year":"2023","unstructured":"Attri, I., Awasthi, L.K., Sharma, T.P.: Machine learning in agriculture: a review of crop management applications. Multimed. Tools Appl. 83(5), 12875\u201312915 (2023). https:\/\/doi.org\/10.1007\/s11042-023-16105-2","journal-title":"Multimed. Tools Appl."},{"key":"24_CR2","doi-asserted-by":"publisher","first-page":"4843","DOI":"10.1109\/ACCESS.2020.3048415","volume":"9","author":"A Sharma","year":"2021","unstructured":"Sharma, A., Jain, A., Gupta, P., Chowdary, V.: Machine learning applications for precision agriculture: a comprehensive review. IEEE Access. 9, 4843\u20134873 (2021). https:\/\/doi.org\/10.1109\/ACCESS.2020.3048415","journal-title":"IEEE Access."},{"key":"24_CR3","doi-asserted-by":"publisher","unstructured":"Ko\u0142odziejczak, M.: The role of agriculture in ensuring food security in developing countries: considerations in the context of the problem of sustainable food production. Sustainability. 12(13) (2020). https:\/\/doi.org\/10.3390\/su12135488","DOI":"10.3390\/su12135488"},{"key":"24_CR4","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2022.107119","volume":"198","author":"T Ayoub Shaikh","year":"2022","unstructured":"Ayoub Shaikh, T., Rasool, T., Rasheed Lone, F.: Towards leveraging the role of machine learning and artificial intelligence in precision agriculture and smart farming. Comput. Electron. Agric. 198, 107119 (2022). https:\/\/doi.org\/10.1016\/j.compag.2022.107119","journal-title":"Comput. Electron. Agric."},{"issue":"2","key":"24_CR5","doi-asserted-by":"publisher","first-page":"303","DOI":"10.1080\/10807039.2022.2064814","volume":"29","author":"R Mahum","year":"2023","unstructured":"Mahum, R., et al.: A novel framework for potato leaf disease detection using an efficient deep learning model. Hum. Ecol. Risk Assess. 29(2), 303\u2013326 (2023). https:\/\/doi.org\/10.1080\/10807039.2022.2064814","journal-title":"Hum. Ecol. Risk Assess."},{"key":"24_CR6","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.118117","volume":"208","author":"PS Thakur","year":"2022","unstructured":"Thakur, P.S., Khanna, P., Sheorey, T., Ojha, A.: Trends in vision-based machine learning techniques for plant disease identification: a systematic review. Expert Syst. Appl. 208, 118117 (2022). https:\/\/doi.org\/10.1016\/j.eswa.2022.118117","journal-title":"Expert Syst. Appl."},{"key":"24_CR7","doi-asserted-by":"publisher","unstructured":"Parez, S., Dilshad, N., Alghamdi, N.S., Alanazi, T.M., Lee, J.W.: Visual intelligence in precision agriculture: exploring plant disease detection via efficient vision transformers. Sensors. 23(15) (2023). https:\/\/doi.org\/10.3390\/s23156949","DOI":"10.3390\/s23156949"},{"key":"24_CR8","doi-asserted-by":"publisher","first-page":"911","DOI":"10.1109\/AIC61668.2024.10730958","volume-title":"2024 IEEE 3rd World Conference on Applied Intelligence and Computing (AIC)","author":"M Singh","year":"2024","unstructured":"Singh, M., Bhatt, S., Chaudhary, P., Verma, A.: Disease identification in potato leaf using deep learning. In: 2024 IEEE 3rd World Conference on Applied Intelligence and Computing (AIC), pp. 911\u2013916. IEEE (2024)"},{"issue":"1","key":"24_CR9","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-023-37233-7","volume":"13","author":"A Chatterjee","year":"2023","unstructured":"Chatterjee, A., Prinz, A., Riegler, M.A., Meena, Y.K.: An automatic and personalized recommendation modelling in activity eCoaching with deep learning and ontology. Sci. Rep. 13(1), 10182 (2023)","journal-title":"Sci. Rep."},{"key":"24_CR10","doi-asserted-by":"publisher","DOI":"10.1016\/j.dib.2023.109955","volume":"52","author":"NH Shabrina","year":"2024","unstructured":"Shabrina, N.H., et al.: A novel dataset of potato leaf disease in uncontrolled environment. Data Brief. 52, 109955 (2024). https:\/\/doi.org\/10.1016\/j.dib.2023.109955","journal-title":"Data Brief."},{"key":"24_CR11","unstructured":"https:\/\/www.kaggle.com\/datasets\/rizwan123456789\/potato-disease-leaf-datasetpld\/code"}],"container-title":["Communications in Computer and Information Science","Advances in Computing and Data Sciences"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-13757-9_24","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,7]],"date-time":"2026-02-07T08:12:53Z","timestamp":1770451973000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-13757-9_24"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"ISBN":["9783032137562","9783032137579"],"references-count":11,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-13757-9_24","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"8 February 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICACDS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Advances in Computing and Data Sciences","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Tallinn","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Estonia","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 August 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29 August 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icacds2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.icacds.com\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}