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 Articles Article Faculty Publications -Articles 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 Down syndrome detection using modified adaboost algorithm Subject The topic of the resource AdaBoost algorithm; Backpropagation; Bayes classifier; Down syndrome; Facial points Description An account of the resource In human body genetic codes are stored in the genes. All of our inherited traits are associated with these genes and are grouped as structures generally called chromosomes. In typical cases, each cell consists of 23 pairs of chromosomes, out of which each parent contributes half. But if a person has a partial or full copy of chromosome 21, the situation is called Down syndrome. It results in intellectual disability, reading impairment, developmental delay, and other medical abnormalities. There is no specific treatment for Down syndrome. Thus, early detection and screening of this disability are the best styles for down syndrome prevention. In this work, recognition of Down syndrome utilizes a set of facial expression images. Solid geometric descriptor is employed for extracting the facial features from the image set. An AdaBoost method is practiced to gather the required data sets and for the categorization. The extracted information is then assigned and used to instruct the Neural Network using Backpropagation algorithm. This work recorded that the presented model meets the requirement with 98.67% accuracy. 2021 Institute of Advanced Engineering and Science. All rights reserved. Creator An entity primarily responsible for making the resource Vincy Devi V.K.; Rajesh R. Source A related resource from which the described resource is derived International Journal of Electrical and Computer Engineering, Vol-11, No. 5, pp. 4281-4288. Publisher An entity responsible for making the resource available Institute of Advanced Engineering and Science Date A point or period of time associated with an event in the lifecycle of the resource 2021-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.11591/ijece.v11i5.pp4281-4288" target="_blank" rel="noreferrer noopener">https://doi.org/10.11591/ijece.v11i5.pp4281-4288</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85107311851&amp;doi=10.11591%2Fijece.v11i5.pp4281-4288&amp;partnerID=40&amp;md5=64be607b8ba4102928420c0dd6375318" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85107311851&amp;doi=10.11591%2fijece.v11i5.pp4281-4288&amp;partnerID=40&amp;md5=64be607b8ba4102928420c0dd6375318</a> Rights Information about rights held in and over the resource All Open Access; Gold Open Access; Green Open Access Relation A related resource ISSN: 20888708 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 Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Vincy Devi V.K., Department of Computer Science, Bharathiar University, Coimbatore, India; Rajesh R., Department of Computer Science, CHRIST (Deemed to Be University), Bangalore, India