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 Effects of Peer Monitoring on Student Stress Level of College Students Based on Multi-Layer Perceptron Approach Subject The topic of the resource Individuals with Disabilities Education Act (IDEA); Linear Discriminant Analysis (LDA); MultiLayer Perceptron (MLP) Description An account of the resource The classroom is just one of many places where the proposed approach encounter stress. Previous studies have shown that college students experience high rates of stress. It is not known if the Student Stress Inventory-Stress Manifestations (SSI-SM) is useful in identifying stressors and evaluating stress manifestations among college students. To this end, it was created a college-specific version of the Student Stress Inventory-Stress Manifestations (SSI-SM) and administered it to students to determine its validity and reliability. These procedures comprise the proposed technique and include preprocessing, feature selection, and model training. It uses Normalization as a preprocessing approach. The term' normalization' refers to the procedure of rescaling or modifying data so that all categories have the same variance. The proposed approach employed linear discriminant analysis as a means of selecting features. The models are then trained using MLP after information gain has been used to choose relevant features. The proposed approach achieves better results than the two leading alternatives, CNN and RNN. 2024 IEEE. Creator An entity primarily responsible for making the resource Shaikh I.A.K.; Gupta K.; Parasar A.; Thulasimani T.; Little Femilin Jana D.; Chauhan A. Source A related resource from which the described resource is derived 2nd International Conference on Intelligent Data Communication Technologies and Internet of Things, IDCIoT 2024, pp. 1370-1375. 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/IDCIoT59759.2024.10467811" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/IDCIoT59759.2024.10467811</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85190093258&amp;doi=10.1109%2FIDCIoT59759.2024.10467811&amp;partnerID=40&amp;md5=d4b7ab7bb4a33cfde7647bd756591500" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85190093258&amp;doi=10.1109%2fIDCIoT59759.2024.10467811&amp;partnerID=40&amp;md5=d4b7ab7bb4a33cfde7647bd756591500</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 979-835032753-3 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 Shaikh I.A.K., Bahrain Polytechnic, Faculty of Business, Bahrain; Gupta K., School of Commerce and Management, IIMT University, Meerut, India; Parasar A., Galgotias University, India; Thulasimani T., Bannari Amman Institute of Technology, Department of Mathematics, Sathyamangalam, India; Little Femilin Jana D., Prince Shri Venkateshwara Padmavathy Engineering College, Department of Science &amp; Humanities, Tamil Nadu, Chennai, India; Chauhan A., School of Sciences, CHRIST (Deemed to Be University), Department of Life Sciences, Bengaluru, Karnataka, India