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 Epidemic Prediction using Machine Learning and Deep Learning Models on COVID-19 Data Subject The topic of the resource COVID-19; deep learning model; machine learning model; time series forecast Description An account of the resource A catastrophic epidemic of Severe Acute Respiratory Syndrome-Coronavirus, commonly recognised as COVID-19, introduced a worldwide vulnerability to human community. All nations around the world are making enormous effort to tackle the outbreak towards this deadly virus through various aspects such as technology, economy, relevant data, protective gear, lives-risk medications and all other instruments. The artificial intelligence-based researchers apply knowledge, experience and skill set on national level data to create computational and statistical models for investigating such a pandemic condition. In order to make a contribution to this worldwide human community, this paper recommends using machine-learning and deep-learning models to understand its daily accelerating actions together with predicting the future reachability of COVID-19 across nations by using the real-time information from the Johns Hopkins dashboard. In this work, a novel Exponential Smoothing Long-Short-Term Memory Networks Model (ESLSTM) learning model is proposed to predict the virus spread in the near future. The results are evaluated using RMSE and R-Squared values. 2022 Informa UK Limited, trading as Taylor &amp; Francis Group. Creator An entity primarily responsible for making the resource Mohanraj G.; Mohanraj V.; Marimuthu M.; Sathiyamoorthi V.; Luhach A.K.; Kumar S. Source A related resource from which the described resource is derived Journal of Experimental and Theoretical Artificial Intelligence, Vol-35, No. 3, pp. 377-393. Publisher An entity responsible for making the resource available Taylor and Francis Ltd. 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/10.1080/0952813X.2022.2058618" target="_blank" rel="noreferrer noopener">https://doi.org/10.1080/0952813X.2022.2058618</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85129198098&amp;doi=10.1080%2F0952813X.2022.2058618&amp;partnerID=40&amp;md5=2e3e084f41298def5164c24ee7fde956" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85129198098&amp;doi=10.1080%2f0952813X.2022.2058618&amp;partnerID=40&amp;md5=2e3e084f41298def5164c24ee7fde956</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 0952813X 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 Mohanraj G., Department of Computer Science and Engineering, Sona College of Technology, TN, Salem, India; Mohanraj V., Department of Computer Science and Engineering, Sona College of Technology, TN, Salem, India; Marimuthu M., Department of Computer Science and Engineering, Sona College of Technology, TN, Salem, India; Sathiyamoorthi V., Department of Computer Science and Engineering, Sona College of Technology, TN, Salem, India; Luhach A.K., Department of Electrical and Communication Engineering, The PNG University of Technology, Papua New Guinea; Kumar S., Department of Computer Science and Engineering, Christ (Deemed to Be University), Bangalore, India