{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,15]],"date-time":"2026-01-15T11:19:25Z","timestamp":1768475965539,"version":"3.49.0"},"publisher-location":"New York, NY, USA","reference-count":24,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,11,9]],"date-time":"2023-11-09T00:00:00Z","timestamp":1699488000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,11,9]]},"DOI":"10.1145\/3637684.3637693","type":"proceedings-article","created":{"date-parts":[[2024,4,29]],"date-time":"2024-04-29T10:34:07Z","timestamp":1714386847000},"page":"55-61","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["Epileptic Seizure Detection using XGBC with SMOTE+ENN: Epileptic Seizure Detection through ML algorithms"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5320-817X","authenticated-orcid":false,"given":"Sangeetha","family":"Nagarajan","sequence":"first","affiliation":[{"name":"School of Computer Science Engineering, Vellore Institute of Technology Chennai, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0562-4472","authenticated-orcid":false,"given":"Vijayarajan","family":"Rajangam","sequence":"additional","affiliation":[{"name":"Centre for Healthcare Advancement, Innovation and Research, Vellore Institute of Technology Chennai, India"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-5462-8054","authenticated-orcid":false,"given":"Faiz","family":"Khan","sequence":"additional","affiliation":[{"name":"School of Electronics Engineering, Vellore Institute of Technology Chennai, India"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-0153-5451","authenticated-orcid":false,"given":"Mridul","family":"Shukla","sequence":"additional","affiliation":[{"name":"School of Electronics Engineering, Vellore Institute of Technology Chennai, India"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-2482-1363","authenticated-orcid":false,"given":"Manas","family":"Singh","sequence":"additional","affiliation":[{"name":"School of Electronics Engineering, Vellore Institute of Technology Chennai, India"}]}],"member":"320","published-online":{"date-parts":[[2024,4,29]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1016\/S1474-4422(02)00003-0"},{"key":"e_1_3_2_1_2_1","volume-title":"Pathology and treatment of traumatic cervical spine syndrome: whiplash injury. Advances in orthopedics","author":"Tanaka Nobuhiro","year":"2018","unstructured":"Nobuhiro Tanaka, Kivanc Atesok, Kazuyoshi Nakanishi, Naosuke Kamei, Toshio Nakamae, Shinji Kotaka, and Nobuo Adachi. 2018. Pathology and treatment of traumatic cervical spine syndrome: whiplash injury. Advances in orthopedics. 2018, 4765050"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.iot.2019.03.002"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-021-10597-6"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.4103\/jnsbm.JNSBM_285_16"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.3390\/diagnostics13061058"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eplepsyres.2020.106483"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chaos.2021.111104"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICACSIS.2017.8355065"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-017-3003-y"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.imu.2020.100444"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/IWCMC.2019.8766652"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2013.02.014"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1684\/epd.2020.1234"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/SPMB50085.2020.9353625"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"crossref","unstructured":"Enrique Mar\u00b4\u0131n Jose Villar Paula Vergara Javier Sedano and A\u00b4 lvaro Herrero. 2018. A smote extension for balancing multivariate epilepsy-related time series datasets. 439\u2013448.","DOI":"10.1007\/978-3-319-67180-2_43"},{"key":"e_1_3_2_1_17_1","volume-title":"Electronics and Mobile Communication Conference (UEMCON), 162\u2013167","author":"Lasefr Zakareya","unstructured":"Zakareya Lasefr, Sai Shiva VNR. Ayyalasomayajula and Khaled Elleithy. 2017. Epilepsy seizure detection using eeg signals. In 2017 IEEE 8th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference (UEMCON), 162\u2013167."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"crossref","unstructured":"Baby Deepa V. and Thangaraj P. 2018. A study on classification of EEG data using the filters. IJACSA. (4) 2011.","DOI":"10.14569\/IJACSA.2011.020415"},{"key":"e_1_3_2_1_19_1","volume-title":"Communication and Signal Processing: Proceedings of ICCASP","author":"Wani SM.","year":"2018","unstructured":"Wani SM., Sabut S., and Nalbalwar SL. 2018. Detection of epileptic seizure using wavelet transform and neural network classifier. In Computing, Communication and Signal Processing: Proceedings of ICCASP 2018. 739\u2013747, Springer."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"crossref","unstructured":"Julie Onton Marissa Westerfield Jeanne Townsend and Scott Makeig. 2006. Imaging human EEG dynamics using independent component analysis. Neuroscience & biobehavioral reviews. 30(6) 808\u2013822.","DOI":"10.1016\/j.neubiorev.2006.06.007"},{"issue":"40","key":"e_1_3_2_1_21_1","first-page":"651","article-title":"Experimenting XGboost algorithm for prediction and classification of different datasets","volume":"9","author":"Santhanam Ramraj","year":"2017","unstructured":"Ramraj Santhanam, Nishant Uzir, Sunil Raman, and Shatadeep Banerjee. 2017. Experimenting XGboost algorithm for prediction and classification of different datasets. International Journal of Control Theory and Applications. 9(40), 651-661.","journal-title":"International Journal of Control Theory and Applications."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.64.061907"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"crossref","unstructured":"Mohammad Khubeb Siddiqui Ruben Morales-Menendez Xiaodi Huang and Nasir Hussain. 2020. A review of epileptic seizure detection using machine learning classifiers. Brain informatics 7(1) 1\u201318.","DOI":"10.1186\/s40708-020-00105-1"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2020.103465"}],"event":{"name":"DMIP 2023: 2023 6th International Conference on Digital Medicine and Image Processing","location":"Kyoto Japan","acronym":"DMIP 2023"},"container-title":["2023 6th International Conference on Digital Medicine and Image Processing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3637684.3637693","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3637684.3637693","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,26]],"date-time":"2025-08-26T19:40:12Z","timestamp":1756237212000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3637684.3637693"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,11,9]]},"references-count":24,"alternative-id":["10.1145\/3637684.3637693","10.1145\/3637684"],"URL":"https:\/\/doi.org\/10.1145\/3637684.3637693","relation":{},"subject":[],"published":{"date-parts":[[2023,11,9]]},"assertion":[{"value":"2024-04-29","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}