{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,11]],"date-time":"2024-09-11T13:16:41Z","timestamp":1726060601483},"publisher-location":"Singapore","reference-count":16,"publisher":"Springer Singapore","isbn-type":[{"type":"print","value":"9789811501838"},{"type":"electronic","value":"9789811501845"}],"license":[{"start":{"date-parts":[[2019,11,28]],"date-time":"2019-11-28T00:00:00Z","timestamp":1574899200000},"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":[[2020]]},"DOI":"10.1007\/978-981-15-0184-5_30","type":"book-chapter","created":{"date-parts":[[2019,11,27]],"date-time":"2019-11-27T07:04:06Z","timestamp":1574838246000},"page":"339-348","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Design of an Above Knee Low-Cost Powered Prosthetic Leg Using Electromyography and Machine Learning"],"prefix":"10.1007","author":[{"given":"Cyril Joe","family":"Baby","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ketan Jitendra","family":"Das","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"P.","family":"Venugopal","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,11,28]]},"reference":[{"issue":"2","key":"30_CR1","doi-asserted-by":"publisher","first-page":"263","DOI":"10.1177\/0278364907084588","volume":"27","author":"F Sup","year":"2008","unstructured":"Sup, F., Bohara, A., Goldfarb, M.: Design and control of a powered transfemoral prosthesis. Int. J. Robot. Res. 27(2), 263\u2013273 (2008)","journal-title":"Int. J. Robot. Res."},{"issue":"22","key":"30_CR2","doi-asserted-by":"publisher","first-page":"2244","DOI":"10.1001\/jama.2015.4527","volume":"313","author":"LJ Hargrove","year":"2015","unstructured":"Hargrove, L.J., Young, A.J., Simon, A.M., Fey, N.P., Lipschutz, R.D., Finucane, S.B., Kuiken, T.A.: Intuitive control of a powered prosthetic leg during ambulation: a randomized clinical trial. JAMA 313(22), 2244\u20132252 (2015)","journal-title":"JAMA"},{"issue":"6","key":"30_CR3","doi-asserted-by":"publisher","first-page":"643","DOI":"10.1682\/JRRD.2010.09.0177","volume":"48","author":"Erik Scheme","year":"2011","unstructured":"Scheme, E.P., Englehart, K.: Electromyogram pattern recognition for control of powered upper-limb prostheses: State of the art and challenges for clinical use. J. Rehabil. Res. Dev. 48(6), 643 (2011)","journal-title":"The Journal of Rehabilitation Research and Development"},{"issue":"1","key":"30_CR4","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1109\/TBME.2004.836492","volume":"52","author":"AD Chan","year":"2005","unstructured":"Chan, A.D., Englehart, K.B.: Continuous myoelectric control for powered prostheses using hidden Markov models. IEEE Trans. Biomed. Eng. 52(1), 121\u2013124 (2005)","journal-title":"IEEE Trans. Biomed. Eng."},{"issue":"7","key":"30_CR5","doi-asserted-by":"publisher","first-page":"848","DOI":"10.1109\/TBME.2003.813539","volume":"50","author":"K Englehart","year":"2003","unstructured":"Englehart, K., Hudgins, B.: A robust, real-time control scheme for multifunction myoelectric control. IEEE Trans. Biomed. Eng. 50(7), 848\u2013854 (2003)","journal-title":"IEEE Trans. Biomed. Eng."},{"issue":"4","key":"30_CR6","doi-asserted-by":"publisher","first-page":"6891","DOI":"10.3390\/s140406891","volume":"14","author":"T Seel","year":"2014","unstructured":"Seel, T., Raisch, J., Schauer, T.: IMU-based joint angle measurement for gait analysis. Sensors 14(4), 6891\u20136909 (2014)","journal-title":"Sensors"},{"issue":"10","key":"30_CR7","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1109\/MAES.2004.1365016","volume":"19","author":"N El-Sheimy","year":"2004","unstructured":"El-Sheimy, N., Nassar, S., Noureldin, A.: Wavelet de-noising for IMU alignment. IEEE Aerosp. Electron. Syst. Mag. 19(10), 32\u201339 (2004)","journal-title":"IEEE Aerosp. Electron. Syst. Mag."},{"key":"30_CR8","doi-asserted-by":"publisher","first-page":"403","DOI":"10.1109\/TBME.1982.324954","volume":"6","author":"GN Saridis","year":"1982","unstructured":"Saridis, G.N., Gootee, T.P.: EMG pattern analysis and classification for a prosthetic arm. IEEE Trans. Biomed. Eng. 6, 403\u2013412 (1982)","journal-title":"IEEE Trans. Biomed. Eng."},{"issue":"3","key":"30_CR9","doi-asserted-by":"publisher","first-page":"280","DOI":"10.1109\/TNSRE.2005.847357","volume":"13","author":"AB Ajiboye","year":"2005","unstructured":"Ajiboye, A.B., Weir, R.F.: A heuristic fuzzy logic approach to EMG pattern recognition for multifunctional prosthesis control. IEEE Trans. Neural Syst. Rehabil. Eng. 13(3), 280\u2013291 (2005)","journal-title":"IEEE Trans. Neural Syst. Rehabil. Eng."},{"issue":"6","key":"30_CR10","doi-asserted-by":"publisher","first-page":"541","DOI":"10.1016\/j.jelekin.2006.08.006","volume":"16","author":"P Parker","year":"2006","unstructured":"Parker, P., Englehart, K., Hudgins, B.: Myoelectric signal processing for control of powered limb prostheses. J. Electromyogr. Kinesiol. 16(6), 541\u2013548 (2006)","journal-title":"J. Electromyogr. Kinesiol."},{"key":"30_CR11","unstructured":"Breiman, L., Cutler, A.: Random forests manual (version 4.0). Technical Report of the University of California, Berkeley, Department of Statistics (2003)"},{"key":"30_CR12","unstructured":"Han, H., Guo, X., Yu, H.: Variable selection using mean decrease accuracy and mean decrease Gini based on random forest. In: 2016 7th IEEE International Conference on Software Engineering and Service Science (ICSESS), pp. 219\u2013224 (2016)"},{"key":"30_CR13","doi-asserted-by":"crossref","unstructured":"Kumar, A., Shahnawazuddin, S., Pradhan, G.: Exploring different acoustic modeling techniques for the detection of vowels in speech signal. In: 2016 Twenty Second National Conference on Communication (NCC), pp. 1\u20135 (2016)","DOI":"10.1109\/NCC.2016.7561195"},{"key":"30_CR14","doi-asserted-by":"crossref","unstructured":"Ljumovi\u0107, M., Klar, M.: Estimating expected error rates of random forest classifiers: a comparison of cross-validation and bootstrap. In: 2015 4th Mediterranean Conference on Embedded Computing (MECO), pp. 212\u2013215 (2015)","DOI":"10.1109\/MECO.2015.7181905"},{"key":"30_CR15","unstructured":"Ehlers, A., Rosenhahn, B., Liu, W., Baumann, F.: Sequential boosting for learning a random forest classifier. In: 2015 IEEE Winter Conference on Applications of Computer Vision, pp. 442\u2013447 (2015)"},{"key":"30_CR16","first-page":"55","volume-title":"Lecture Notes in Electrical Engineering","author":"Anirudh Itagi","year":"2018","unstructured":"Itagi, A., Baby, C.J., Rout, S., Bharath, K.P., Karthik, R., Kumar, M.R.: Lisp detection and correction based on feature extraction and random forest classifier. In: Microelectronics, Electromagnetics and Telecommunications (pp. 55\u201364). Springer, Singapore (2019)"}],"container-title":["Advances in Intelligent Systems and Computing","Soft Computing for Problem Solving"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-15-0184-5_30","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,11,27]],"date-time":"2019-11-27T07:25:37Z","timestamp":1574839537000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-981-15-0184-5_30"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,11,28]]},"ISBN":["9789811501838","9789811501845"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-981-15-0184-5_30","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2019,11,28]]},"assertion":[{"value":"28 November 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}