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 Approaches of Clinical and Nonclinical Type-1 Diabetes Data Clustering and Analysis Subject The topic of the resource Analysis; Clustering; Diabetes Type 1; Intelligent approaches; K-Means; Silhouette Description An account of the resource Every year in India, there are nearly 15,600 fresh cases being reported among these age groups. In 2011, in the United States, 18,000 children under 15 were newly reported for T1DM. Over 13years, the Karnataka state government has a list of records showing that out of 100,000, 37% of boys and 40% of girls are affected by T1DM Disease. This paper investigates two methodologies to identify significant details about Type-1 diabetes. The first methodology is applicable to clinical data. The second methodology is demonstrated for the NDA T1D dataset. The dataset is utilized further to apply machine learning techniques to group similar patient traits. Exploratory data analysis on the dataset has revealed significant information answering a few research questions. This analysis can be useful for India, China, and other countries with high populations. In this paper, a unique methodology based on Artificial Intelligence Technique is proposed for both clinical and non-clinical data. The Autoimmune Disease, Diabetes Type 1-T1D, is focused. Non Clinical data based on 2021 reports are collected to identify patterns. Substantial unique issues are addressed in this work which were never reported before. The knowledge generated can be helpful for creating new clinical datasets, methodology and new insights related to Type-1 diabetes. The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024. Creator An entity primarily responsible for making the resource Goswami M.; Elango D.; Vishnu C.; Tendulkar V. Source A related resource from which the described resource is derived Lecture Notes in Networks and Systems, Vol-818, pp. 349-360. Publisher An entity responsible for making the resource available Springer Science and Business Media Deutschland GmbH 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/10.1007/978-981-99-7862-5_26" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-981-99-7862-5_26</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85187648608&amp;doi=10.1007%2F978-981-99-7862-5_26&amp;partnerID=40&amp;md5=47d8bbc959579e1e77d6b6d35469ddfe" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85187648608&amp;doi=10.1007%2f978-981-99-7862-5_26&amp;partnerID=40&amp;md5=47d8bbc959579e1e77d6b6d35469ddfe</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 23673370; ISBN: 978-981997861-8 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 Goswami M., CHRIST (Deemed to be University), Bangalore, India; Elango D., CHRIST (Deemed to be University), Bangalore, India; Vishnu C., CHRIST (Deemed to be University), Bangalore, India; Tendulkar V., CHRIST (Deemed to be University), Bangalore, India