{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T06:40:12Z","timestamp":1783060812922,"version":"3.54.6"},"reference-count":31,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016,6]]},"DOI":"10.1109\/biorob.2016.7523810","type":"proceedings-article","created":{"date-parts":[[2016,8,5]],"date-time":"2016-08-05T13:42:50Z","timestamp":1470404570000},"page":"1296-1301","source":"Crossref","is-referenced-by-count":15,"title":["EMG pattern recognition using decomposition techniques for constructing multiclass classifiers"],"prefix":"10.1109","author":[{"given":"Huaiqi","family":"Huang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tao","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Claudio","family":"Bruschini","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Christian","family":"Enz","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Volker M.","family":"Koch","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jorn","family":"Justiz","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Christian","family":"Antfolk","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2008.919734"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2003.813539"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2011.06.043"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2011.2108667"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.5405\/jmbe.767"},{"key":"ref13","first-page":"249","article-title":"Upper limb motion recognition based on two-step SVM classification method of surface EMG","volume":"6","author":"chen","year":"2013","journal-title":"International Journal of Control and Automation"},{"key":"ref14","first-page":"219","article-title":"Support vector machines for multi-class pattern recognition","volume":"99","author":"weston","year":"1999","journal-title":"ESANN"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/11494683_16"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2006.872343"},{"key":"ref17","article-title":"A multi-class SVM classifier utilizing binary decision tree","volume":"33","author":"madzarov","year":"2009","journal-title":"Informatica"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2009.03.013"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2008.13"},{"key":"ref28","article-title":"Linear discriminant analysis-a brief tutorial","volume":"18","author":"balakrishnama","year":"1998","journal-title":"Institute for signal and information processing"},{"key":"ref4","article-title":"TouchBionics","year":"0"},{"key":"ref27","article-title":"Improved DAG SVM: a new method for multi-class svm classification","author":"sabzekar","year":"2009","journal-title":"Int Conf Artificial Intelligence ICAI 2009"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1251\/bpo115"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2014.2305097"},{"key":"ref29","author":"bishop","year":"2006","journal-title":"Pattern Recognition and Machine Learning"},{"key":"ref5","article-title":"Grasp recognition from myoelectric signals","volume":"1","author":"ferguson","year":"2002","journal-title":"Proceedings of the Australasian Conference on Robotics and Automation Auckland New Zealand"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ROBOT.2006.1642128"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2007.09.002"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/10.204774"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2012.2232293"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.1982.324954"},{"key":"ref20","first-page":"47","article-title":"Support vector machines with binary tree architecture for multi-class classification","volume":"2","author":"cheong","year":"2004","journal-title":"Neural Information Processing-Letters and Reviews"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2005.856295"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/86.481972"},{"key":"ref24","first-page":"43","article-title":"Generalization performance of support vector machines and other pattern classifiers","author":"bartlett","year":"1999","journal-title":"Advances in Kernel Methods Support Vector Learning"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1023\/A:1009715923555"},{"key":"ref26","first-page":"265","article-title":"On the algorithmic implementation of multiclass kernel-based vector machines","volume":"2","author":"crammer","year":"2002","journal-title":"The Journal of Machine Learning Research"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(99)00032-5"}],"event":{"name":"2016 6th IEEE International Conference on Biomedical Robotics and Biomechatronics (BioRob)","location":"Singapore, Singapore","start":{"date-parts":[[2016,6,26]]},"end":{"date-parts":[[2016,6,29]]}},"container-title":["2016 6th IEEE International Conference on Biomedical Robotics and Biomechatronics (BioRob)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7518174\/7523448\/07523810.pdf?arnumber=7523810","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2016,9,29]],"date-time":"2016-09-29T19:51:48Z","timestamp":1475178708000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7523810\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,6]]},"references-count":31,"URL":"https:\/\/doi.org\/10.1109\/biorob.2016.7523810","relation":{},"subject":[],"published":{"date-parts":[[2016,6]]}}}