{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,27]],"date-time":"2026-02-27T13:48:17Z","timestamp":1772200097595,"version":"3.50.1"},"reference-count":23,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,5,15]],"date-time":"2024-05-15T00:00:00Z","timestamp":1715731200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,5,15]],"date-time":"2024-05-15T00:00:00Z","timestamp":1715731200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,5,15]]},"DOI":"10.1109\/ichms59971.2024.10555801","type":"proceedings-article","created":{"date-parts":[[2024,6,19]],"date-time":"2024-06-19T17:22:35Z","timestamp":1718817755000},"page":"1-6","source":"Crossref","is-referenced-by-count":3,"title":["A preliminary study of neural signals of Motor Imagery task of Arm movements through Electroencephalography data Classification with Machine Learning"],"prefix":"10.1109","author":[{"given":"Kazi Farzana","family":"Firoz","sequence":"first","affiliation":[{"name":"North Carolina A&#x0026; T State University,Department of Industrial and Systems Engineering,Greensboro,NC,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Younho","family":"Seong","sequence":"additional","affiliation":[{"name":"North Carolina A&#x0026; T State University,Department of Industrial and Systems Engineering,Greensboro,NC,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sun","family":"Yi","sequence":"additional","affiliation":[{"name":"North Carolina A&#x0026; T State University,Department of Mechanical Engineering,Greensboro,NC,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jphysparis.2006.03.012"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2022.3201241"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/5.939829"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICHMS56717.2022.9980795"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.46254\/ev01.20230061"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.46254\/ev01.20230119"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2022.830877"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA46639.2022.9812180"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICIEA.2016.7603892"},{"key":"ref10","article-title":"Mercury 2.0: non-invasive BCI-controlled robotic arms","volume-title":"7th Pan-hellenic Conference on Biomedical Engineering (ELEVIT\/IFMBE)","author":"Arfaras"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3389\/fnbot.2019.00111"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2023.3254551"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.brainresrev.2008.12.024"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/0166-4328(95)00225-1"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3389\/fnhum.2014.00280"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroscience.2013.12.005"},{"key":"ref17","article-title":"A neural study of intuitive mode of cognition while decision-making using artificial grammar learning paradigm","volume-title":"IISE Annual Conference and Expo","author":"Firoz"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.2139\/ssrn.4579115"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2021.657540"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICETST55735.2022.9922928"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICCR55715.2022.10053905"},{"key":"ref22","volume-title":"Top 10 Machine Learning Algorithms For Beginners: Supervised, and Mor","author":"Tavasoli"},{"key":"ref23","volume-title":"A Gentle Introduction to k-fold Cross-Validation","author":"Brownlee"}],"event":{"name":"2024 IEEE 4th International Conference on Human-Machine Systems (ICHMS)","location":"Toronto, ON, Canada","start":{"date-parts":[[2024,5,15]]},"end":{"date-parts":[[2024,5,17]]}},"container-title":["2024 IEEE 4th International Conference on Human-Machine Systems (ICHMS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10555565\/10555582\/10555801.pdf?arnumber=10555801","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,25]],"date-time":"2024-06-25T19:14:31Z","timestamp":1719342871000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10555801\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,5,15]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/ichms59971.2024.10555801","relation":{},"subject":[],"published":{"date-parts":[[2024,5,15]]}}}