{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,28]],"date-time":"2026-04-28T12:52:12Z","timestamp":1777380732008,"version":"3.51.4"},"reference-count":31,"publisher":"SAGE Publications","issue":"5","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["AIS"],"published-print":{"date-parts":[[2018,9,28]]},"DOI":"10.3233\/ais-180499","type":"journal-article","created":{"date-parts":[[2018,9,29]],"date-time":"2018-09-29T07:16:34Z","timestamp":1538205394000},"page":"361-375","source":"Crossref","is-referenced-by-count":4,"title":["Identifying a person with door-mounted accelerometer"],"prefix":"10.1177","volume":"10","author":[{"given":"Rok","family":"Piltaver","sequence":"first","affiliation":[{"name":"Department of Intelligent Systems, Jo\u017eef Stefan Institute, Ljubljana, Slovenia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hristijan","family":"Gjoreski","sequence":"additional","affiliation":[{"name":"Department of Intelligent Systems, Jo\u017eef Stefan Institute, Ljubljana, Slovenia"},{"name":"Faculty of Electrical Engineering and Information Technology, Saints Cyril and Methodius University in Skopje, Skopje,Macedonia. E-mail:\u00a0hristijan.gjoreski@ijs.si"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Matja\u017e","family":"Gams","sequence":"additional","affiliation":[{"name":"Department of Intelligent Systems, Jo\u017eef Stefan Institute, Ljubljana, Slovenia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","reference":[{"issue":"1","key":"10.3233\/AIS-180499_ref1","doi-asserted-by":"publisher","first-page":"12","DOI":"10.1109\/MMUL.2004.1261101","article-title":"Ambient intelligence: A multimedia perspective","volume":"11","author":"Aarts","year":"2004","journal-title":"IEEE Multimedia."},{"key":"10.3233\/AIS-180499_ref2","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1007\/BF00153759","article-title":"Instance-based learning algorithms","volume":"6","author":"Aha","year":"1991","journal-title":"Machine Learning"},{"key":"10.3233\/AIS-180499_ref3","unstructured":"G.\u00a0Al-Naymat, S.\u00a0Chawla and J.\u00a0Taheri, SparseDTW: A Novel Approach to Speed up Dynamic Time Warping, 2012."},{"key":"10.3233\/AIS-180499_ref6","doi-asserted-by":"publisher","first-page":"2052","DOI":"10.1016\/j.patrec.2010.05.027","article-title":"Gait recognition without subject cooperation","volume":"31","author":"Bashir","year":"2010","journal-title":"Pattern Recognition Letters"},{"issue":"2","key":"10.3233\/AIS-180499_ref7","first-page":"1","article-title":"On adaptive control processes. Automatic control","volume":"4","author":"Bellman","year":"1959","journal-title":"IRE Transactions on"},{"issue":"1","key":"10.3233\/AIS-180499_ref8","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1023\/A:1010933404324","article-title":"Random forests","volume":"45","author":"Breiman","year":"2001","journal-title":"Machine Learning"},{"issue":"4","key":"10.3233\/AIS-180499_ref9","doi-asserted-by":"publisher","first-page":"277","DOI":"10.1016\/j.pmcj.2009.04.001","article-title":"Ambient intelligence: Technologies, applications, and opportunities","volume":"5","author":"Cook","year":"2009","journal-title":"Pervasive and Mobile Computing."},{"key":"10.3233\/AIS-180499_ref10","doi-asserted-by":"publisher","first-page":"297","DOI":"10.1090\/S0025-5718-1965-0178586-1","article-title":"An algorithm for the machine calculation of complex Fourier series","volume":"19","author":"Cooley","year":"1965","journal-title":"Mathematics of Computaiton"},{"issue":"4","key":"10.3233\/AIS-180499_ref12","doi-asserted-by":"crossref","first-page":"19","DOI":"10.3233\/AIS-140268","article-title":"Context-based fall detection and activity recognition using inertial and location sensors","volume":"6","author":"Gjoreski","year":"2014","journal-title":"Journal of Ambient Intelligence and Smart Environments"},{"key":"10.3233\/AIS-180499_ref13","doi-asserted-by":"publisher","first-page":"960","DOI":"10.1016\/j.asoc.2015.05.001","article-title":"Context-based Ensemble Method for Human Energy Expenditure Estimation","volume":"37","author":"Gjoreski","year":"2015","journal-title":"Applied Soft Computing"},{"issue":"1","key":"10.3233\/AIS-180499_ref14","doi-asserted-by":"publisher","first-page":"70","DOI":"10.1109\/MPRV.2015.3","article-title":"Competitive live evaluation of activity-recognition systems","volume":"14","author":"Gjoreski","year":"2015","journal-title":"IEEE Pervasive Computing"},{"key":"10.3233\/AIS-180499_ref15","unstructured":"H.\u00a0Gjoreski, S.\u00a0Kozina, M.\u00a0Lu\u0161trek and M.\u00a0Gams, Using multiple contexts to distinguish standing from sitting with a single accelerometer, in: European Conference on Artificial Intelligence (ECAI), 2014."},{"key":"10.3233\/AIS-180499_ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-26005-1_5"},{"issue":"1","key":"10.3233\/AIS-180499_ref17","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1145\/1656274.1656278","article-title":"The WEKA data mining software: An update","volume":"11","author":"Hall","year":"2009","journal-title":"SIGKDD Explorations"},{"issue":"8","key":"10.3233\/AIS-180499_ref18","doi-asserted-by":"publisher","first-page":"777","DOI":"10.1109\/34.709565","article-title":"Fingerprint image enhancement: Algorithm and performance evaluation","volume":"20","author":"Hong","year":"1998","journal-title":"Journal Pattern Analysis and Machine Intelligence, IEEE Transactions on"},{"issue":"2","key":"10.3233\/AIS-180499_ref20","doi-asserted-by":"crossref","first-page":"381","DOI":"10.1109\/JSAC.2005.861395","article-title":"RFID security and privacy: A research survey,","volume":"24","author":"Juels","year":"2006","journal-title":"IEEE Journal on Selected Areas in Communications"},{"issue":"1\u20132","key":"10.3233\/AIS-180499_ref21","doi-asserted-by":"publisher","first-page":"273","DOI":"10.1016\/S0004-3702(97)00043-X","article-title":"Wrappers for feature subset selection","volume":"97","author":"Kohavi","year":"1997","journal-title":"Artificial Intelligence."},{"key":"10.3233\/AIS-180499_ref22","doi-asserted-by":"publisher","DOI":"10.1109\/EURCON.2007.4400350"},{"key":"10.3233\/AIS-180499_ref23","doi-asserted-by":"crossref","unstructured":"Q.\u00a0Li, J.\u00a0Stankovic, M.\u00a0Hanson, A.T.\u00a0Barth, J.\u00a0Lach and G.\u00a0Zhou, Accurate, fast fall detection using gyroscopes and accelerometer-derived posture information, in: Proc. Sixth International Workshop on Wearable and Implantable Body Sensor Networks, 2009, pp.\u00a0138\u2013143.","DOI":"10.1109\/BSN.2009.46"},{"issue":"9","key":"10.3233\/AIS-180499_ref24","doi-asserted-by":"publisher","first-page":"1285","DOI":"10.1016\/j.patrec.2008.01.030","article-title":"A self-training semi-supervised SVM algorithm and its application in an EEG-based brain computer interface speller system","volume":"29","author":"Li","year":"2008","journal-title":"Pattern Recognition Letters"},{"key":"10.3233\/AIS-180499_ref25","unstructured":"Patent application, Door monitoring system, patent no. WO 2011011282 A2."},{"key":"10.3233\/AIS-180499_ref27","unstructured":"R.\u00a0Piltaver, T.\u00a0Vodopivec and M.\u00a0Gams, Identifikacija oseb ob vstopu skozi vrata z uporabo pospe\u0161komera in strojnega u\u010denja, in: Proceedings of 16th International Multiconference Information Society, Vol. A, 2013, pp.\u00a090\u201393."},{"key":"10.3233\/AIS-180499_ref28","doi-asserted-by":"crossref","unstructured":"J.\u00a0Platt, Fast training of support vector machines using sequential minimal optimization, in: Advances in Kernel Methods \u2013 Support Vector Learning, B.\u00a0Schoelkopf, C.\u00a0Burges and A.\u00a0Smola, eds, 1998.","DOI":"10.7551\/mitpress\/1130.003.0016"},{"key":"10.3233\/AIS-180499_ref29","unstructured":"R.\u00a0Quinlan, C4.5: Programs for Machine Learning, Morgan Kaufmann Publishers, San Mateo, CA, 1993."},{"issue":"1","key":"10.3233\/AIS-180499_ref30","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1109\/TASSP.1978.1163055","article-title":"Dynamic programming algorithm optimization for spoken word recognition","volume":"26","author":"Sakoe","year":"1978","journal-title":"IEEE Transactions on Acoustics, Speech and Signal Processing"},{"issue":"8","key":"10.3233\/AIS-180499_ref33","doi-asserted-by":"publisher","first-page":"787","DOI":"10.1109\/34.57669","article-title":"The state of the art in online handwriting recognition","volume":"12","author":"Tappert","year":"1990","journal-title":"Pattern Analysis and Machine Intelligence, IEEE Transactions on"},{"key":"10.3233\/AIS-180499_ref34","unstructured":"M.A.\u00a0Turk and A.P.\u00a0Pentland, Face recognition using eigenfaces, in: Proceedings of 1991 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR\u201991), 1991, pp.\u00a0586\u2013591."},{"key":"10.3233\/AIS-180499_ref35","doi-asserted-by":"crossref","unstructured":"N.\u00a0Vyas, J.\u00a0Farringdon, D.\u00a0Andre and J.\u00a0Stivoric, Machine learning and sensor fusion for estimating continuous energy expenditure, in: Proc. 23rd Conference on Innovative Applications of Artificial Intelligence, IAAI, 2011, San Francisco, CA, USA, 2011, pp.\u00a01613\u20131620.","DOI":"10.1609\/aaai.v25i2.18848"},{"issue":"12","key":"10.3233\/AIS-180499_ref36","doi-asserted-by":"publisher","first-page":"1505","DOI":"10.1109\/TPAMI.2003.1251144","article-title":"Silhouette analysis-based gait recognition for human identification","volume":"25","author":"Wang","year":"2003","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"11","key":"10.3233\/AIS-180499_ref37","doi-asserted-by":"publisher","first-page":"1857","DOI":"10.1016\/j.patcog.2005.01.025","article-title":"Clustering of time series data \u2013 A survey","volume":"38","author":"Warren Liao","year":"2005","journal-title":"Pattern Recognition"},{"issue":"2","key":"10.3233\/AIS-180499_ref38","doi-asserted-by":"publisher","first-page":"241","DOI":"10.1016\/S0893-6080(05)80023-1","volume":"5","author":"Wolpert","year":"1992","journal-title":"Neural Networks"}],"container-title":["Journal of Ambient Intelligence and Smart Environments"],"original-title":[],"link":[{"URL":"https:\/\/content.iospress.com\/download?id=10.3233\/AIS-180499","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,28]],"date-time":"2026-04-28T09:18:40Z","timestamp":1777367920000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.3233\/AIS-180499"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,9,28]]},"references-count":31,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.3233\/ais-180499","relation":{},"ISSN":["1876-1372","1876-1364"],"issn-type":[{"value":"1876-1372","type":"electronic"},{"value":"1876-1364","type":"print"}],"subject":[],"published":{"date-parts":[[2018,9,28]]}}}