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 Leaf Disease Detection in Crops based on Single-Hidden Layer Feed-Forward Neural Network and Hierarchal Temporary Memory Subject The topic of the resource Extreme Learning Machine (ELM); Grey Level Co-occurrence Matrix (GLCM); Hierarchical Temporal Memory (HTM); Leaf Disease Detection (LDD) Description An account of the resource Insects, mites, and fungi are common causes in plant disease, which can significantly reduce yields if not addressed promptly. Farmers are losing money as a result of crop illnesses. As the average under cultivation increases, it becomes more of a burden for farmers to keep an eye on everything. In this study, the median filter is used as a preprocessing step to transform the input image into a grayscale representation which used YCbCr color space. Otsu's segmentation is used to divide photographs that contain bright items on a dark background. Feature extraction using Grey Level Co-occurrence Matrix (GLCM). The proposed technique, known as ELM-HTM combines a simple yet adaptable extreme learning machine (ELM) with a Hierarchical Temporal Memory (HTM). This approach outperforms the ELM and HTM model with an accuracy of about 98.8%. 2023 IEEE. Creator An entity primarily responsible for making the resource Ambashtha K.L.; Awasthi D.K.; Shukla A.K.; Ragamayi S.; Kathiravan M.N.; Chauhan A. Source A related resource from which the described resource is derived Proceedings of the 2nd International Conference on Applied Artificial Intelligence and Computing, ICAAIC 2023, pp. 28-34. 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 2023-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/ICAAIC56838.2023.10140322" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ICAAIC56838.2023.10140322</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85163590157&amp;doi=10.1109%2FICAAIC56838.2023.10140322&amp;partnerID=40&amp;md5=0443e811b53678ba74c077171ad0b5ad" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85163590157&amp;doi=10.1109%2fICAAIC56838.2023.10140322&amp;partnerID=40&amp;md5=0443e811b53678ba74c077171ad0b5ad</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 978-166545630-2 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 Ambashtha K.L., Gopal Narayan Singh University, Sasaram, Faculty of Information Technology, Bihar, India; Awasthi D.K., Iftm University, Department of Computer Applications, Uttar Pradesh, Moradabad, India; Shukla A.K., Iftm University, Department of Computer Applications, Uttar Pradesh, Moradabad, India; Ragamayi S., College of Engineering, KoneruLakshmaiah Education Foundation, Vaddeswaram, Department of Engineering Mathematics, Andhra Pradesh, Guntur, India; Kathiravan M.N., Dr. N. G. P Arts and Science College, Department of Biotechnology, Tamil Nadu, Coimbatore, India; Chauhan A., Christ (Deemed to Be University), Department of Life Sciences, Karnataka, Bengaluru, India