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 Transport Vehicle Demand Prediction Using Context-Aware Neural Networks Subject The topic of the resource LSTM; machine learning; multilayer perceptron; transport vehicle detection Description An account of the resource Transport is an important aspect of trade. The more efficient the transport system, the more trade will flourish. However, sometimes it is the case that vehicles are not available for transport. This necessitates a system which could be able to keep an eye on the demand of transport vehicles. If the demand is fulfilled properly, then trade will flourish in a much better way. Thus, this project aims to keep an eye on the demand of transport vehicles and fulfill it. The study used MLP and LSTM models to work. The project also shows a comparison between the gradual changes and improvements in MLP and LSTM and the type of data used. The study focus was to predict the demand accurately in an area. 2024 by the authors. Licensee MDPI, Basel, Switzerland. Creator An entity primarily responsible for making the resource Kunekar P.; Jadhav K.; Bhagwat A.; Kirar A.; Singh A.; Devesh S.; Bhat R. Source A related resource from which the described resource is derived Engineering Proceedings, Vol-59, No. 1 Publisher An entity responsible for making the resource available Multidisciplinary Digital Publishing Institute (MDPI) 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/10.3390/engproc2023059232" target="_blank" rel="noreferrer noopener">https://doi.org/10.3390/engproc2023059232</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85188257311&amp;doi=10.3390%2Fengproc2023059232&amp;partnerID=40&amp;md5=6fbcfd8dc6c00f2db9436afcf9e8dea4" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85188257311&amp;doi=10.3390%2fengproc2023059232&amp;partnerID=40&amp;md5=6fbcfd8dc6c00f2db9436afcf9e8dea4</a> Rights Information about rights held in and over the resource All Open Access; Hybrid Gold Open Access Relation A related resource ISSN: 26734591 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 Kunekar P., Department of Information Technology, Vishwakarma Institute of Technology, Maharashtra, Pune, 411037, India; Jadhav K., Department of Artificial Intelligence and Data Science, Vishwakarma Institute of Technology, Maharashtra, Pune, 411037, India; Bhagwat A., Department of Artificial Intelligence and Data Science, Vishwakarma Institute of Technology, Maharashtra, Pune, 411037, India; Kirar A., Department of Artificial Intelligence and Data Science, Vishwakarma Institute of Technology, Maharashtra, Pune, 411037, India; Singh A., Department of Artificial Intelligence and Data Science, Vishwakarma Institute of Technology, Maharashtra, Pune, 411037, India; Devesh S., Department of Business Management, Christ Yeshwantpur Campus (Deemed to be University), Karnataka, Bengaluru, 575073, India; Bhat R., Department of Mechatronics, Rajalakshmi Engineering College (REC), Thandalam, Tamilnadu, 602105, India