{"title":"Mining Crucial Features for Automatic Rehabilitation Coaching Systems","editor":[{"full_name":"Hein, Andreas","first_name":"Andreas","last_name":"Hein"}],"language":[{"iso":"eng"}],"date_updated":"2023-03-15T13:49:52Z","date_created":"2021-01-14T10:13:23Z","keyword":["motion coach","rehabilitation","pervasive health","ambient assisted living"],"main_file_link":[{"open_access":"1"}],"status":"public","place":"Brussels, Belgium ","citation":{"van":"Ukita N, Eimon K, Röcker C. Mining Crucial Features for Automatic Rehabilitation Coaching Systems. In: Hein A, ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering) , editors. Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare . Brussels, Belgium :  ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering); 2014. p. 223–6.","ama":"Ukita N, Eimon K, Röcker C. Mining Crucial Features for Automatic Rehabilitation Coaching Systems. In: Hein A, ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering) , eds. <i>Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare </i>. Brussels, Belgium :  ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering); 2014:223-226. doi:<a href=\"https://doi.org/10.4108/icst.pervasivehealth.2014.255133\">10.4108/icst.pervasivehealth.2014.255133</a>","din1505-2-1":"<span style=\"font-variant:small-caps;\">Ukita, Norimichi </span> ; <span style=\"font-variant:small-caps;\">Eimon, Koki</span> ; <span style=\"font-variant:small-caps;\">Röcker, Carsten</span>: Mining Crucial Features for Automatic Rehabilitation Coaching Systems. In: <span style=\"font-variant:small-caps;\">Hein, A.</span> ; <span style=\"font-variant:small-caps;\">ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering) </span> (Hrsg.): <i>Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare </i>. Brussels, Belgium  :  ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering), 2014, S. 223–226","chicago-de":"Ukita, Norimichi , Koki Eimon und Carsten Röcker. 2014. Mining Crucial Features for Automatic Rehabilitation Coaching Systems. In: <i>Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare </i>, hg. von Andreas Hein und ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering) , 223–226. Brussels, Belgium :  ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering). doi:<a href=\"https://doi.org/10.4108/icst.pervasivehealth.2014.255133,\">10.4108/icst.pervasivehealth.2014.255133,</a> .","short":"N. Ukita, K. Eimon, C. Röcker, in: A. Hein, ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering)  (Eds.), Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare ,  ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering), Brussels, Belgium , 2014, pp. 223–226.","chicago":"Ukita, Norimichi , Koki Eimon, and Carsten Röcker. “Mining Crucial Features for Automatic Rehabilitation Coaching Systems.” In <i>Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare </i>, edited by Andreas Hein and ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering) , 223–26. Brussels, Belgium :  ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering), 2014. <a href=\"https://doi.org/10.4108/icst.pervasivehealth.2014.255133\">https://doi.org/10.4108/icst.pervasivehealth.2014.255133</a>.","apa":"Ukita, N., Eimon, K., &#38; Röcker, C. (2014). Mining Crucial Features for Automatic Rehabilitation Coaching Systems. In A. Hein &#38; ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering)  (Eds.), <i>Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare </i> (pp. 223–226). Brussels, Belgium :  ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering). <a href=\"https://doi.org/10.4108/icst.pervasivehealth.2014.255133\">https://doi.org/10.4108/icst.pervasivehealth.2014.255133</a>","bjps":"<b>Ukita N, Eimon K and Röcker C</b> (2014) Mining Crucial Features for Automatic Rehabilitation Coaching Systems. In Hein A and ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering)  (eds), <i>Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare </i>. Brussels, Belgium :  ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering), pp. 223–226.","ufg":"<b>Ukita, Norimichi  et. al. (2014)</b>: Mining Crucial Features for Automatic Rehabilitation Coaching Systems, in: Andreas Hein/ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering)  (Hgg.): <i>Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare </i>, Brussels, Belgium , S. 223–226.","havard":"N. Ukita, K. Eimon, C. Röcker, Mining Crucial Features for Automatic Rehabilitation Coaching Systems, in: A. Hein, ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering)  (Eds.), Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare ,  ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering), Brussels, Belgium , 2014: pp. 223–226.","ieee":"N. Ukita, K. Eimon, and C. Röcker, “Mining Crucial Features for Automatic Rehabilitation Coaching Systems,” in <i>Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare </i>, Oldenburg, 2014, pp. 223–226.","mla":"Ukita, Norimichi, et al. “Mining Crucial Features for Automatic Rehabilitation Coaching Systems.” <i>Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare </i>, edited by Andreas Hein and ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering) ,  ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering), 2014, pp. 223–26, doi:<a href=\"https://doi.org/10.4108/icst.pervasivehealth.2014.255133\">10.4108/icst.pervasivehealth.2014.255133</a>."},"type":"conference","publication_status":"published","conference":{"name":"8th International Conference on Pervasive Computing Technologies for Healthcare","location":"Oldenburg","start_date":"2014-05-20","end_date":"2014-05-23"},"year":2014,"_id":"4374","extern":"1","user_id":"15514","author":[{"full_name":"Ukita, Norimichi ","first_name":"Norimichi ","last_name":"Ukita"},{"full_name":"Eimon, Koki","last_name":"Eimon","first_name":"Koki"},{"id":"61525","full_name":"Röcker, Carsten","last_name":"Röcker","first_name":"Carsten"}],"corporate_editor":["ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering) "],"department":[{"_id":"DEP5023"}],"publisher":" ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering)","doi":"10.4108/icst.pervasivehealth.2014.255133","page":"223-226","abstract":[{"text":"Our goal is to develop a system for coaching human motions (e.g. rehabilitation). Such a coaching system should have several function such as motion measurement, evaluation, and feedback. Among all, this paper focuses on how to modify a user’s motion so that it gets closer to the good template of a target motion. To this end, it is important to efficiently advise the user to emulate the crucial features that define the good template. The proposed method automatically mines the crucial features of any kind of motions from a set of all motion features. The crucial features are mined based on feature sparsification through binary classification between the samples of good and other motions.","lang":"eng"}],"publication_identifier":{"isbn":["978-1-63190-011-2"]},"publication":"Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare ","oa":"1"}