@INPROCEEDINGS{11323695, author={Kiran Kumar, B. and Maithani, Rekha and Adilakshmi, K. and Shashank, Shatraboina and Bhalla, Romit and Nagar, Mayank}, booktitle={2025 IEEE 5th International Conference on ICT in Business Industry & Government (ICTBIG)}, title={Evaluation of Various ML Models for the Identification of Epileptic Seizures}, year={2025}, volume={}, number={}, pages={1-6}, keywords={Radio frequency;Accuracy;Machine learning algorithms;Epilepsy;Nearest neighbor methods;Brain modeling;Feature extraction;Electroencephalography;Real-time systems;Reliability;GB;LR;SGD;EEG;KNN;DT;NB}, doi={10.1109/ICTBIG68706.2025.11323695}}