{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,23]],"date-time":"2024-10-23T00:56:12Z","timestamp":1729644972775,"version":"3.28.0"},"reference-count":9,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,5]]},"DOI":"10.1109\/ner.2017.8008398","type":"proceedings-article","created":{"date-parts":[[2017,8,14]],"date-time":"2017-08-14T16:31:32Z","timestamp":1502728292000},"page":"497-500","source":"Crossref","is-referenced-by-count":1,"title":["Depuration, augmentation and balancing of training data for supervised learning based detectors of EEG patterns"],"prefix":"10.1109","author":[{"given":"Daniel Lachner","family":"Piza","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andreas","family":"Schulze-Bonhage","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thomas","family":"Stieglitz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Julia","family":"Jacobs","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Matthias","family":"Dumpelmann","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref4","doi-asserted-by":"crossref","first-page":"628","DOI":"10.1111\/jsr.12169","article-title":"Montreal Archive of Sleep Studies: an open-access resource for instrument benchmarking and exploratory research","volume":"23","author":"christian","year":"2014","journal-title":"J Sleep Res"},{"doi-asserted-by":"publisher","key":"ref3","DOI":"10.1109\/IEMBS.2011.6090491"},{"doi-asserted-by":"publisher","key":"ref6","DOI":"10.1109\/ICDMW.2011.36"},{"key":"ref5","article-title":"The effect of class distribution on classifier learning: an empirical study","author":"weiss","year":"2001","journal-title":"Tech rep ML-TR-44"},{"key":"ref8","first-page":"1027","article-title":"K-means++: The Advantages of Careful Seeding","author":"arthur","year":"2007","journal-title":"Proceedings of the Eighteenth Annual ACM-SIAM Symposium on Discrete Algorithms"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"621","DOI":"10.1007\/3-540-44522-6_64","article-title":"Decontamination of Training Samples for Supervised Pattern Recognition Methods","volume":"1876","author":"barandela","year":"2000","journal-title":"Advances in Pattern Recognition"},{"doi-asserted-by":"publisher","key":"ref2","DOI":"10.1016\/j.clinph.2009.05.029"},{"key":"ref9","first-page":"1755","article-title":"Dlib-ml: A Machine Learning Toolkit","volume":"10","author":"king","year":"2009","journal-title":"J Mach Learn Res"},{"doi-asserted-by":"publisher","key":"ref1","DOI":"10.1016\/j.clinph.2014.10.158"}],"event":{"name":"2017 8th International IEEE\/EMBS Conference on Neural Engineering (NER)","start":{"date-parts":[[2017,5,25]]},"location":"Shanghai, China","end":{"date-parts":[[2017,5,28]]}},"container-title":["2017 8th International IEEE\/EMBS Conference on Neural Engineering (NER)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8003578\/8008262\/08008398.pdf?arnumber=8008398","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,2]],"date-time":"2019-10-02T07:47:56Z","timestamp":1570002476000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8008398\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,5]]},"references-count":9,"URL":"https:\/\/doi.org\/10.1109\/ner.2017.8008398","relation":{},"subject":[],"published":{"date-parts":[[2017,5]]}}}