Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Conference Papers Conference Paper Faculty Publications- Conference Papers Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Intelligent Agents System for Vegetable Plant Disease Detection Using MDTW-LSTM Model Subject The topic of the resource Dynamic Time Warping (DTW); Long Short Term Memory (LSTM); Plant Disease Detection Description An account of the resource When it comes to agricultural output, nation, India, ranks first in the world, and agriculture is unparalleled. The need to categorize and trade agricultural goods is paramount. Manual organization, which is tedious and laborious, is not a choice. When agricultural products are graded automatically, a lot of time is saved. The application of image processing techniques facilitates the examination and evaluation of the products. A technique for identifying diseased vegetables is the focus of this effort. Feature extraction, preprocessing, segmentation, and training the model are all heavily dependent on sequence. Among the preprocessing technologies at disposal are image segmentation and filtering. Using Kapur's thresholding based segmentation method, the image's sick areas can be located during the segmentation process. Use k-means clustering for feature extraction to identify vegetable plant diseases. The training of an MDTW-LSTM model relies heavily on feature selection. In terms of performance, the proposed method surpasses two cutting-edge algorithms: LSTM and DTW. The results showed an accuracy of 97.35 percent, indicating a remarkable improvement. 2024 IEEE. Creator An entity primarily responsible for making the resource Chaturvedi A.; Nadgaundi S.K.; Raja M.K.; Dubey V.R.; Singhal A.; Gupta V. Source A related resource from which the described resource is derived 2024 3rd International Conference for Innovation in Technology, INOCON 2024 Publisher An entity responsible for making the resource available Institute of Electrical and Electronics Engineers Inc. Date A point or period of time associated with an event in the lifecycle of the resource 2024-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/INOCON60754.2024.10511496" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/INOCON60754.2024.10511496</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85193638645&amp;doi=10.1109%2FINOCON60754.2024.10511496&amp;partnerID=40&amp;md5=4d2ac9f253a712eef9261c63c55393b3" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85193638645&amp;doi=10.1109%2fINOCON60754.2024.10511496&amp;partnerID=40&amp;md5=4d2ac9f253a712eef9261c63c55393b3</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 979-835038193-1 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Chaturvedi A., Gla University, Department of Electronics and Communication Engineering, Uttar Pradesh, Mathura, India; Nadgaundi S.K., Bharati Vidyapeeth College of Engineering, Instrumentation Engineering Department, Navi Mumbai, India; Raja M.K., Sri Eshwar College of Engineering, Department of Computer Science and Engineering, Coimbatore, India; Dubey V.R., Jai Narain College of Technology, Department of Computer Science and Engineering, Lambakheda, Bhopal, India; Singhal A., Christ (Deemed to Be University), School of Sciences, Delhi-NCR, Uttar Pradesh, Ghaziabad, India; Gupta V., Christ (Deemed to Be University), School of Sciences, Delhi-NCR, Uttar Pradesh, Ghaziabad, India