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 Design and Implementation of Machine Learning-Based Hybrid Model for Face Recognition System Subject The topic of the resource ERR; Face recognition; FAR; FRR; Machine learning; TSR Description An account of the resource Face recognition technologies must be able to recognize users faces in a chaotic environment. Facial detection is a different issue from facial recognition in that it requires reporting the position and size of every face in an image, whereas facial recognition does not allow for this. Due to their general similarity in look, the photographs of the same face have several alterations, which makes it a challenging challenge to solve. Face recognition is an extremely challenging process to do in an uncontrolled environment because the lighting, perspective, and quality of the image to be identified all have a significant impact on the process's output. The paper proposed a hybrid model for the face recognition using machine learning. Their performance is calculated on the basis of value derived for the FAR, FRR, TSR, ERR. At the same time their performance is compared with some existing machine learning model. It was found that the proposed hybrid model achieved the accuracy of almost 98%. 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. Creator An entity primarily responsible for making the resource Poonia R.C.; Samanta D.; Prabu P. Source A related resource from which the described resource is derived Smart Innovation, Systems and Technologies, Vol-324, pp. 59-68. 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 2023-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/978-981-19-7447-2_6" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-981-19-7447-2_6</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85150963276&amp;doi=10.1007%2F978-981-19-7447-2_6&amp;partnerID=40&amp;md5=51dcc6b499798433397f4c2038b614f7" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85150963276&amp;doi=10.1007%2f978-981-19-7447-2_6&amp;partnerID=40&amp;md5=51dcc6b499798433397f4c2038b614f7</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 21903018; ISBN: 978-981197446-5 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 Poonia R.C., CHRIST (Deemed to be University), Bangalore, India; Samanta D., RIT Kosovo (A.U.K), Rochester Institute of TechnologyRIT Global, Dr. Shpetim Rrobaj, Germia Campus, Prishtina, 10000; Prabu P., CHRIST (Deemed to be University), Bangalore, India