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 Wave Height Forecasting over Ocean of Things Based on Machine Learning Techniques: An Application for Ocean Renewable Energy Generation Subject The topic of the resource Data driven; forecasting; ocean environment; renewable energy; wave height Description An account of the resource With the evolution and integration of information and communication technologies, the marine environment is being converted into a smart ocean of things. The only way to monitor the marine environment is to access marine information through satellites, radar, etc. Recently, many researchers have focused their interest on generating power from renewable energy. Among all the available renewable resources, ocean waves are attracting the interest of researchers for power generation. Therefore, this article focuses on designing a data-driven forecasting model for marine renewable energy generation applications. This article applies a novel Gini-impurity-index-based bidirectional long short-term memory model for selecting the best ocean/marine environmental factors to forecast wave height and ultimately predict power generation using the numerical model. This article presents short- and long-term forecasting results. In the experiment, four stations each are taken for both short- and long-term forecasting. The average root-mean-square error was approximately 0.17 for long-term forecasting and approximately 0.05 for short-term forecasting. 1976-2012 IEEE. Creator An entity primarily responsible for making the resource Upreti K.; Arora S.; Sharma A.K.; Pandey A.K.; Sharma K.K.; Dayal M. Source A related resource from which the described resource is derived IEEE Journal of Oceanic Engineering, Vol-49, No. 2, pp. 430-445. 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/JOE.2023.3314090" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/JOE.2023.3314090</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85184831253&amp;doi=10.1109%2FJOE.2023.3314090&amp;partnerID=40&amp;md5=6dc61981c4cb1ec30143c984ac6132fe" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85184831253&amp;doi=10.1109%2fJOE.2023.3314090&amp;partnerID=40&amp;md5=6dc61981c4cb1ec30143c984ac6132fe</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 3649059; CODEN: IJOED 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 Upreti K., CHRIST (Deemed to Be University) Delhi NCR, Department of Computer Science, Ghaziabad, 201003, India; Arora S., KIET Group of Institutions, Department of Computer Applications, Ghaziabad, 201206, India; Sharma A.K., Galgotias University, School of Computing Science and Engineering, Greater Noida, 203201, India; Pandey A.K., KIET Group of Institutions, Department of Information Technology, Ghaziabad, 201206, India; Sharma K.K., KIET Group of Institutions, Department of Information Technology, Ghaziabad, 201206, India; Dayal M., Bharati Vidyapeeth's College of Engineering, Department of Computer Science and Engineering, New Delhi, 110063, India