{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,20]],"date-time":"2025-09-20T19:06:39Z","timestamp":1758395199628},"publisher-location":"Cham","reference-count":16,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030275372"},{"type":"electronic","value":"9783030275389"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-27538-9_39","type":"book-chapter","created":{"date-parts":[[2019,8,2]],"date-time":"2019-08-02T15:02:40Z","timestamp":1564758160000},"page":"456-466","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Classification Methods of sEMG Through Weighted Representation-Based K-Nearest Neighbor"],"prefix":"10.1007","author":[{"given":"Shuai","family":"Pan","sequence":"first","affiliation":[]},{"given":"Jing","family":"Jie","sequence":"additional","affiliation":[]},{"given":"Kairui","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Jinrong","family":"Li","sequence":"additional","affiliation":[]},{"given":"Hui","family":"Zheng","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,8,3]]},"reference":[{"issue":"11","key":"39_CR1","doi-asserted-by":"publisher","first-page":"6065","DOI":"10.1109\/JSEN.2015.2450211","volume":"15","author":"Y Fang","year":"2016","unstructured":"Fang, Y., Hettiarachchi, N., Zhou, D., et al.: Multi-modal sensing techniques for interfacing hand prostheses: a review. IEEE Sens. J. 15(11), 6065\u20136076 (2016)","journal-title":"IEEE Sens. J."},{"issue":"1","key":"39_CR2","first-page":"13","volume":"42","author":"Q-C Ding","year":"2016","unstructured":"Ding, Q.-C., Xiong, A.-B., Zhao, X.-G., Han, J.-D.: A review on researches and applications of sEMG-based motion intent recognition methods. Acta Automatica Sinica 42(1), 13\u201325 (2016). (in Chinese)","journal-title":"Acta Automatica Sinica"},{"issue":"4","key":"39_CR3","first-page":"676","volume":"44","author":"C-C Wu","year":"2018","unstructured":"Wu, C.-C., Xiong, P.-W., Zeng, H., Xu, B.-G., Song, A.-G.: A control strategy for prosthetic hand based on EEG and sEMG. Acta Automatica Sinica 44(4), 676\u2013684 (2018). (in Chinese)","journal-title":"Acta Automatica Sinica"},{"key":"39_CR4","doi-asserted-by":"crossref","unstructured":"Fang, Y., Liu, H.: Robust sEMG electrodes configuration for pattern recognition based prosthesis control. In: 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC), San Diego, CA, USA, pp. 2210\u20132215. IEEE (2014)","DOI":"10.1109\/SMC.2014.6974252"},{"key":"39_CR5","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"405","DOI":"10.1007\/978-3-642-40852-6_41","volume-title":"Intelligent Robotics and Applications","author":"Y Fang","year":"2013","unstructured":"Fang, Y., Zhu, X., Liu, H.: Development of a surface EMG acquisition system with novel electrodes configuration and signal representation. In: Lee, J., Lee, M.C., Liu, H., Ryu, J.-H. (eds.) ICIRA 2013. LNCS (LNAI), vol. 8102, pp. 405\u2013414. Springer, Heidelberg (2013). \n                      https:\/\/doi.org\/10.1007\/978-3-642-40852-6_41"},{"issue":"6","key":"39_CR6","doi-asserted-by":"publisher","first-page":"H2039","DOI":"10.1152\/ajpheart.2000.278.6.H2039","volume":"278","author":"JS Richman","year":"2000","unstructured":"Richman, J.S., Randall, M.J.: Physiological time-series analysis, using approximate entropy and sample entropy. Am. J. Physiol. Heart Circulatory Physiol. 278(6), H2039\u2013H2049 (2000)","journal-title":"Am. J. Physiol. Heart Circulatory Physiol."},{"issue":"8","key":"39_CR7","doi-asserted-by":"publisher","first-page":"7420","DOI":"10.1016\/j.eswa.2012.01.102","volume":"39","author":"A Phinyomark","year":"2012","unstructured":"Phinyomark, A., Phukpattaranont, P., Limsakul, C.: Feature reduction and selection for EMG signal classification. Expert Syst. Appl. 39(8), 7420\u20137431 (2012)","journal-title":"Expert Syst. Appl."},{"issue":"12","key":"39_CR8","doi-asserted-by":"publisher","first-page":"4832","DOI":"10.1016\/j.eswa.2013.02.023","volume":"40","author":"A Phinyomark","year":"2013","unstructured":"Phinyomark, A., Quaine, F., Charbonnier, S., Serviere, C., Tarpin-Bernard, F., Laurillau, Y.: EMG feature evaluation for improving myoelectric pattern recognition robustness. Expert Syst. Appl. 40(12), 4832\u20134840 (2013)","journal-title":"Expert Syst. Appl."},{"issue":"4","key":"39_CR9","doi-asserted-by":"publisher","first-page":"324","DOI":"10.1109\/86.481972","volume":"3","author":"M Zardoshtikermani","year":"1995","unstructured":"Zardoshtikermani, M., Wheeler, B.C., Badie, K., et al.: EMG feature evaluation for movement control of upper extremity prostheses. IEEE Trans. Rehabil. Eng. 3(4), 324\u2013333 (1995)","journal-title":"IEEE Trans. Rehabil. Eng."},{"issue":"1","key":"39_CR10","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1109\/TIT.1967.1053964","volume":"13","author":"TM Cover","year":"1967","unstructured":"Cover, T.M., Hart, P.E.: Nearest neighbor pattern classification. IEEE Trans. Inf. Theory 13(1), 21\u201327 (1967)","journal-title":"IEEE Trans. Inf. Theory"},{"issue":"3","key":"39_CR11","doi-asserted-by":"publisher","first-page":"740","DOI":"10.1016\/j.cap.2010.11.051","volume":"11","author":"KS Kim","year":"2011","unstructured":"Kim, K.S., Choi, H.H., Moon, C.S., et al.: Comparison of k-nearest neighbor, quadratic discriminant and linear discriminant analysis in classification of electromyogram signals based on the wrist-motion directions. Curr. Appl. Phys. 11(3), 740\u2013745 (2011)","journal-title":"Curr. Appl. Phys."},{"key":"39_CR12","doi-asserted-by":"crossref","unstructured":"Zhao, J., Xie, Z., Jiang, L., et al.: EMG control for a five-fingered underactuated prosthetic hand based on wavelet transform and sample entropy. In: 2006 IEEE\/RSJ International Conference on Intelligent Robots and Systems, Beijing, China, pp. 3215\u20133220. IEEE (2006)","DOI":"10.1109\/IROS.2006.282425"},{"key":"39_CR13","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1016\/j.knosys.2019.01.016","volume":"167","author":"J Gou","year":"2019","unstructured":"Gou, J., et al.: Locality constrained representation-based K-nearest neighbor classification. Knowl.-Based Syst. 167, 38\u201352 (2019)","journal-title":"Knowl.-Based Syst."},{"issue":"10","key":"39_CR14","doi-asserted-by":"publisher","first-page":"1151","DOI":"10.1016\/j.patrec.2005.12.016","volume":"27","author":"Y Mitani","year":"2006","unstructured":"Mitani, Y., Hamamoto, Y.: A local mean-based nonparametric classifier. Pattern Recogn. Lett. 27(10), 1151\u20131159 (2006)","journal-title":"Pattern Recogn. Lett."},{"key":"39_CR15","doi-asserted-by":"crossref","unstructured":"Gou, J., et al.: A multi-local means based nearest neighbor classifier. In: IEEE International Conference on Tools with Artificial Intelligence, Boston, MA, USA, pp. 448\u2013452. IEEE Computer Society (2017)","DOI":"10.1109\/ICTAI.2017.00075"},{"key":"39_CR16","volume-title":"Deep Learning","author":"I Goodfellow","year":"2016","unstructured":"Goodfellow, I., Bengio, Y., Courville, A.: Deep Learning. MIT Press, Cambridge (2016)"}],"container-title":["Lecture Notes in Computer Science","Intelligent Robotics and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-27538-9_39","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,2]],"date-time":"2019-08-02T15:09:07Z","timestamp":1564758547000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-27538-9_39"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030275372","9783030275389"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-27538-9_39","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"3 August 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICIRA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Intelligent Robotics and Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Shenyang","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 August 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 August 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icira2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.icira2019.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}