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 Epilepsy Detection Using Supervised Learning Algorithms Subject The topic of the resource Convolution neural network; Electroencephalogram (EEG); Epilepsy; K-Nearest Neighbour; Random Forest; Seizures; Supervised learning algorithms; Support vector machine Description An account of the resource In the current scenario, people are suffering and isolated by themselves by seizure detection and prediction in epilepsy. Also, it is highly essential that it needs to be identified through wearable devices. Researchers discussed this issue and outlined future developments in this field, suggesting that Machine Learning (ML) techniques could radically change how we diagnose and manage patients with epilepsy. However, as data availability has increased, Deep Learning (DL) techniques have become the most cutting-edge approach to adopt and use with wearable devices. On the other hand, large amounts of data are needed to train DL models, making overfitting problematic. DL models are created with open-source toolboxes and Python, allowing researchers to create automated systems and broaden computational accessibility. This work thoroughly overviews deep learning (DL) methods and neuroimaging modalities for automated epileptic seizure identification. It covers several MRI and EEG techniques for epileptic seizure diagnosis and treatment programmes designed to treat these seizures. The study also covers the difficulties in precise detection, the benefits and drawbacks of DL-based strategies, potential DL models and upcoming research in this area. 2024 IEEE. Creator An entity primarily responsible for making the resource Krishnasamy L.; Sriwastav Y.K.; Bharat S.P.; Ganachar S.R. Source A related resource from which the described resource is derived Proceedings of InC4 2024 - 2024 IEEE International Conference on Contemporary Computing and Communications 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/InC460750.2024.10649398" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/InC460750.2024.10649398</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85203816395&amp;doi=10.1109%2FInC460750.2024.10649398&amp;partnerID=40&amp;md5=545acdc4a94e2345d940aff13793d0cd" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85203816395&amp;doi=10.1109%2fInC460750.2024.10649398&amp;partnerID=40&amp;md5=545acdc4a94e2345d940aff13793d0cd</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 979-835038365-2 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 Krishnasamy L., Nandha Engineering College, Department of Artificial Intelligence and Data Science, Erode, India; Sriwastav Y.K., School of Engineering and Technology, Christ University, Department of CSE, Bengaluru, India; Bharat S.P., School of Engineering and Technology, Christ University, Department of CSE AIML, Bengaluru, India; Ganachar S.R., School of Engineering and Technology, Christ University, Department of CSE, Bengaluru, India