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 Interpreting Scope of Predictive Analytics in Advanced Driving Assistant System Subject The topic of the resource Advance Driver Assistance System; Automotive; Machine Learning Description An account of the resource Distracted driving, caused by various factors such as human emotions or reading distracting messages on the roadside, has become a leading cause of traffic accidents today. Ensuring the safety of both individuals and vehicles while minimizing maintenance costs poses a significant challenge for the automotive industry. Fortunately, recent advancements in machine learning offer a potential solution. One promising method is the further development of Advanced Driver Assistance Systems (ADAS), for which machine learning serves as an ideal solution. The proposed model develops an advanced predictive learning enabled driving assistance system with prediction capabilities like traffic light behavior and parking availability detection. The model gave an optimum accuracy of 98.2% with 50 epochs count and the validation loss retains a constant value of 0.3 over epochs. 2023 IEEE. Creator An entity primarily responsible for making the resource Saha R.; Debray A.; Sharma V.; Mishra S.; Al-Khasawneh M.A.; Alkhayyat A. Source A related resource from which the described resource is derived 2023 International Conference on Advances in Computation, Communication and Information Technology, ICAICCIT 2023, pp. 561-566. 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 2023-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/ICAICCIT60255.2023.10465864" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ICAICCIT60255.2023.10465864</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85189878297&amp;doi=10.1109%2FICAICCIT60255.2023.10465864&amp;partnerID=40&amp;md5=2f4a964ba096c38dc4068e5218d91fd5" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85189878297&amp;doi=10.1109%2fICAICCIT60255.2023.10465864&amp;partnerID=40&amp;md5=2f4a964ba096c38dc4068e5218d91fd5</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 979-835034438-7 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 Saha R., Kalinga Institute of Industrial Technology, Deemed to Be University, India; Debray A., Kalinga Institute of Industrial Technology, Deemed to Be University, India; Sharma V., Christ (Deemed to Be University), Department of Computational Sciences, India; Mishra S., Kalinga Institute of Industrial Technology, Deemed to Be University, India; Al-Khasawneh M.A., Skyline University College, University City Sharjah, School of Computing, Sharjah, 1797, United Arab Emirates; Alkhayyat A., The Islamic University, College of Technical Engineering, Najaf, Iraq