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 The Effect of Prediction on Employee Engagement Organizational Commitment and Employee Performance Using Denoised Auto Encoder and SVM Based Model Subject The topic of the resource auto encoder-support vector machine (AE-SVM); kernel density estimation (KDE); normalization; support vector machine (SVM) Description An account of the resource The purpose of human resources is to ensure that the appropriate people are hired for open positions at appropriate times, that the system receive the necessary training, and that their performance is monitored and their perspective skills are secure through the use of evaluation methods. Despite the importance of this data to decision-makers, it can be difficult to glean useful insights from large datasets. Data mining has made it possible for human resources experts to automate the hitherto tedious task of manually processing enormous data sets. Finding almost perfect outcomes is the main goal of data mining, which is to discover hidden knowledge in data patterns and trends. The proposed method goes as follows: preprocessing is done by data cleaning and data normalization, feature selection using correlation and information theoretic ranking criteria. The last step in training and evaluating the model is using AE-SVM, which stands for Auto Encoder Support Vector Machine. The suggested model is more effective and performs better than two existing models: Support Vector Machine and AE-CNN. The suggested approach attains an accuracy rate of 94%. 2024 IEEE. Creator An entity primarily responsible for making the resource Manavadaria M.S.; Kumar R.; Devi S.P.; Narendra Kiran P.B.; Priyadharshini K.V.; Allah Khan M. Source A related resource from which the described resource is derived International Conference on Intelligent Algorithms for Computational Intelligence Systems, IACIS 2024 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/IACIS61494.2024.10721902" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/IACIS61494.2024.10721902</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85208811334&amp;doi=10.1109%2FIACIS61494.2024.10721902&amp;partnerID=40&amp;md5=f2507d7ba4949e3b24eff4e849886152" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85208811334&amp;doi=10.1109%2fIACIS61494.2024.10721902&amp;partnerID=40&amp;md5=f2507d7ba4949e3b24eff4e849886152</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 979-835036066-0 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 Manavadaria M.S., Cspit, Department of Ece, Gujarat, India; Kumar R., Vidya Vihar Institute of Technology, Department of Cse, Bihar, India; Devi S.P., Velammal College of Engineering and Technology, Department of Cse, Madurai, India; Narendra Kiran P.B., Christ University, School of Business and Management, Bangalore, India; Priyadharshini K.V., M. Kumarasamy College of Engineering, Department of Information Technology, Karur, India; Allah Khan M., Uiet Babasaheb Bhimrao Ambedkar University (A Central University), Department of Civil Engineering, Lucknow, India