{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T05:07:41Z","timestamp":1742965661799,"version":"3.40.3"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030510633"},{"type":"electronic","value":"9783030510640"}],"license":[{"start":{"date-parts":[[2020,6,28]],"date-time":"2020-06-28T00:00:00Z","timestamp":1593302400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,6,28]],"date-time":"2020-06-28T00:00:00Z","timestamp":1593302400000},"content-version":"vor","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":[[2021]]},"DOI":"10.1007\/978-3-030-51064-0_19","type":"book-chapter","created":{"date-parts":[[2020,6,27]],"date-time":"2020-06-27T17:03:07Z","timestamp":1593277387000},"page":"143-149","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Driving Simulator Validation of Machine Learning Classification for a Surface Electromyography-Based Steering Assistance Interface"],"prefix":"10.1007","author":[{"given":"Edric John","family":"Nacpil","sequence":"first","affiliation":[]},{"given":"Kimihiko","family":"Nakano","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,6,28]]},"reference":[{"key":"19_CR1","doi-asserted-by":"publisher","first-page":"167","DOI":"10.1016\/j.compeleceng.2018.11.012","volume":"73","author":"RC de Freitas","year":"2019","unstructured":"de Freitas, R.C., Alves, R., da Silva Filho, A.G., de Souza, R.E., Bezerra, B.L.D., dos Santos, W.P.: Electromyography-controlled car: a proof of concept based on surface electromyography, extreme learning machines and low-cost open hardware. Comput. Electr. Eng. 73, 167\u2013179 (2019)","journal-title":"Comput. Electr. Eng."},{"key":"19_CR2","doi-asserted-by":"crossref","unstructured":"Sucu, B., Folmer, E.: The blind driver challenge: steering using haptic cues. In: Proceedings of the 16th International ACM SIGACCESS Conference on Computers and Accessibility, pp. 3\u201310. ACM, New York (2014)","DOI":"10.1145\/2661334.2661357"},{"key":"19_CR3","doi-asserted-by":"publisher","first-page":"220","DOI":"10.1007\/978-3-319-60597-5_20","volume-title":"Advances in Design for Inclusion","author":"M Ferati","year":"2018","unstructured":"Ferati, M., Murano, P., Anthony Giannoumis, G.: Universal design of user interfaces in self-driving cars. In: Di Bucchianico, G., Kercher, P.F. (eds.) Advances in Design for Inclusion, pp. 220\u2013228. Springer, Cham (2018)"},{"key":"19_CR4","doi-asserted-by":"crossref","unstructured":"Manawadu, U.E., Hayashi, H., Ema, T., Kawano, T., Kamezaki, M., Sugano, S.: Tactical-level input with multimodal feedback for unscheduled takeover situations in human-centered automated vehicles. In: 2018 IEEE\/ASME International Conference on Advanced Intelligent Mechatronics (AIM), pp. 634\u2013639. IEEE (2018)","DOI":"10.1109\/AIM.2018.8452227"},{"key":"19_CR5","doi-asserted-by":"publisher","first-page":"99","DOI":"10.1108\/JICV-08-2018-0006","volume":"1","author":"R Umeno","year":"2018","unstructured":"Umeno, R., Itoh, M., Kitazaki, S.: Influence of automated driving on driver\u2019s own localization: a driving simulator study. J. Intell. Connect. Veh. 1, 99\u2013106 (2018)","journal-title":"J. Intell. Connect. Veh."},{"key":"19_CR6","doi-asserted-by":"publisher","first-page":"685","DOI":"10.1007\/s10111-018-0509-8","volume":"21","author":"H Muslim","year":"2018","unstructured":"Muslim, H., Itoh, M.: A theoretical framework for designing human-centered automotive automation systems. Cogn. Technol. Work 21, 685\u2013697 (2018)","journal-title":"Cogn. Technol. Work"},{"key":"19_CR7","doi-asserted-by":"publisher","first-page":"809","DOI":"10.3390\/s20030809","volume":"20","author":"EJC Nacpil","year":"2020","unstructured":"Nacpil, E.J.C., Nakano, K.: Surface electromyography-controlled automobile steering assistance. Sensors 20, 809 (2020)","journal-title":"Sensors"},{"key":"19_CR8","doi-asserted-by":"publisher","first-page":"3548","DOI":"10.3390\/s19163548","volume":"19","author":"P Kaczmarek","year":"2019","unstructured":"Kaczmarek, P., Ma\u0144kowski, T., Tomczy\u0144ski, J.: putEMG\u2014a surface electromyography hand gesture recognition dataset. Sensors 19, 3548 (2019)","journal-title":"Sensors"},{"key":"19_CR9","doi-asserted-by":"publisher","first-page":"497","DOI":"10.1177\/0309364615584658","volume":"40","author":"H Burger","year":"2016","unstructured":"Burger, H., Vidmar, G.: A survey of overuse problems in patients with acquired or congenital upper limb deficiency. Prosthet. Orthot. Int. 40, 497\u2013502 (2016)","journal-title":"Prosthet. Orthot. Int."},{"key":"19_CR10","doi-asserted-by":"publisher","first-page":"271","DOI":"10.1088\/0967-3334\/21\/2\/307","volume":"21","author":"A Searle","year":"2000","unstructured":"Searle, A., Kirkup, L.: A direct comparison of wet, dry and insulating bioelectric recording electrodes. Physiol. Meas. 21, 271\u2013283 (2000)","journal-title":"Physiol. Meas."},{"key":"19_CR11","doi-asserted-by":"publisher","first-page":"82","DOI":"10.1109\/10.204774","volume":"40","author":"B Hudgins","year":"1993","unstructured":"Hudgins, B., Parker, P., Scott, R.N.: A new strategy for multifunction myoelectric control. IEEE Trans. Biomed. Eng. 40, 82\u201394 (1993)","journal-title":"IEEE Trans. Biomed. Eng."},{"key":"19_CR12","doi-asserted-by":"publisher","first-page":"4283","DOI":"10.1016\/j.eswa.2009.11.072","volume":"37","author":"Y-C Du","year":"2010","unstructured":"Du, Y.-C., Lin, C.-H., Shyu, L.-Y., Chen, T.: Portable hand motion classifier for multi-channel surface electromyography recognition using grey relational analysis. Expert Syst. Appl. 37, 4283\u20134291 (2010)","journal-title":"Expert Syst. Appl."},{"key":"19_CR13","first-page":"2229","volume":"2","author":"D Powers","year":"2011","unstructured":"Powers, D.: Evaluation: from precision, recall and F-measure to ROC, informedness, markedness & correlation. J. Mach. Learn. Technol. 2, 2229\u20133981 (2011)","journal-title":"J. Mach. Learn. Technol."},{"key":"19_CR14","unstructured":"Simonyan, K., Zisserman, A.: Very deep convolutional networks for large-scale image recognition. \narXiv:1409.1556\n\n (2014)"},{"key":"19_CR15","doi-asserted-by":"crossref","unstructured":"Benderius, O., Markkula, G.: Evidence for a fundamental property of steering. In: Proceedings of the Human Factors and Ergonomics Society Annual Meeting, vol. 58, pp. 884\u2013888 (2014)","DOI":"10.1177\/1541931214581186"},{"key":"19_CR16","unstructured":"GmbH, B.: BeamNG.Research (2018). \nhttps:\/\/www.beamng.gmbh\/research"},{"key":"19_CR17","doi-asserted-by":"publisher","first-page":"1010","DOI":"10.3390\/ijerph13101010","volume":"13","author":"S Liu","year":"2016","unstructured":"Liu, S., Wang, J., Fu, T.: Effects of lane width, lane position and edge shoulder width on driving behavior in underground urban expressways: a driving simulator study. Int. J. Environ. Res. Public Health 13, 1010 (2016)","journal-title":"Int. J. Environ. Res. Public Health"}],"container-title":["Advances in Intelligent Systems and Computing","Advances in Simulation and Digital Human Modeling"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-51064-0_19","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,6,27]],"date-time":"2020-06-27T17:07:55Z","timestamp":1593277675000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-51064-0_19"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,6,28]]},"ISBN":["9783030510633","9783030510640"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-51064-0_19","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2020,6,28]]},"assertion":[{"value":"28 June 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"AHFE","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Applied Human Factors and Ergonomics","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"San Diego, CA","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"USA","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 July 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 July 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ahfe2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/ahfe2020.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}