{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T16:07:17Z","timestamp":1761581237315},"reference-count":25,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2014,9,23]],"date-time":"2014-09-23T00:00:00Z","timestamp":1411430400000},"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":["Pers Ubiquit Comput"],"published-print":{"date-parts":[[2015,2]]},"DOI":"10.1007\/s00779-014-0823-y","type":"journal-article","created":{"date-parts":[[2014,9,24]],"date-time":"2014-09-24T00:14:48Z","timestamp":1411517688000},"page":"303-315","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":23,"title":["Daily life behaviour monitoring for health assessment using machine learning: bridging the gap between domains"],"prefix":"10.1007","volume":"19","author":[{"given":"Hande","family":"Alemdar","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Can","family":"Tunca","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cem","family":"Ersoy","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2014,9,23]]},"reference":[{"issue":"15","key":"823_CR1","doi-asserted-by":"crossref","first-page":"2688","DOI":"10.1016\/j.comnet.2010.05.003","volume":"54","author":"H Alemdar","year":"2010","unstructured":"Alemdar H, Ersoy C (2010) Wireless sensor networks for healthcare: a survey. Comput Netw 54(15):2688\u20132710","journal-title":"Comput Netw"},{"key":"823_CR2","doi-asserted-by":"crossref","unstructured":"Alemdar H, Ertan H, Incel OD, Ersoy C (2013) ARAS human activity datasets in multiple homes with multiple residents. In: 7th International Conference on pervasive computing technologies for healthcare. Venice, Italy","DOI":"10.4108\/pervasivehealth.2013.252120"},{"issue":"2","key":"823_CR3","doi-asserted-by":"crossref","first-page":"56","DOI":"10.1111\/j.0889-7204.2004.02422.x","volume":"19","author":"G Alvarez","year":"2004","unstructured":"Alvarez G, Ayas N (2004) The impact of daily sleep duration on health: a review of the literature. Prog Cardiovasc Nurs 19(2):56","journal-title":"Prog Cardiovasc Nurs"},{"issue":"6","key":"823_CR4","doi-asserted-by":"crossref","first-page":"473","DOI":"10.1007\/s00779-010-0282-z","volume":"14","author":"A Bamis","year":"2010","unstructured":"Bamis A, Lymberopoulos D, Teixeira T, Savvides A (2010) The behaviorscope framework for enabling ambient assisted living. Pers Ubiquitous Comput 14(6):473\u2013487","journal-title":"Pers Ubiquitous Comput"},{"issue":"1","key":"823_CR5","doi-asserted-by":"crossref","first-page":"32","DOI":"10.1109\/MIS.2010.112","volume":"27","author":"DJ Cook","year":"2012","unstructured":"Cook DJ (2012) Learning setting-generalized activity models for smart spaces. IEEE Intell Syst 27(1):32\u201338","journal-title":"IEEE Intell Syst"},{"issue":"3","key":"823_CR6","doi-asserted-by":"crossref","first-page":"574","DOI":"10.1109\/JSEN.2010.2051425","volume":"11","author":"A Gaddam","year":"2011","unstructured":"Gaddam A, Mukhopadhyay S, Gupta G (2011) Elder care based on cognitive sensor network. IEEE Sensors J 11(3):574\u2013581","journal-title":"IEEE Sensors J"},{"key":"823_CR7","unstructured":"Gallissot M, Caelen J, Bonnefond N, Meillon B, Pons S (2011) Using the multicom domus dataset. Research Report RR-LIG-020, LIG, Grenoble, France"},{"issue":"5","key":"823_CR8","doi-asserted-by":"crossref","first-page":"833","DOI":"10.1161\/01.HYP.0000217362.34748.e0","volume":"47","author":"JE Gangwisch","year":"2006","unstructured":"Gangwisch JE, Heymsfield SB, Boden-Albala B, Buijs RM, Kreier F, Pickering TG, Rundle AG, Zammit GK, Malaspina D (2006) Short sleep duration as a risk factor for hypertension: analyses of the first National Health and Nutrition Examination Survey. Hypertension 47(5):833\u2013839","journal-title":"Hypertension"},{"issue":"1","key":"823_CR9","doi-asserted-by":"crossref","first-page":"66","DOI":"10.1109\/TII.2010.2089990","volume":"7","author":"H Ghasemzadeh","year":"2011","unstructured":"Ghasemzadeh H, Jafari R (2011) Physical movement monitoring using body sensor networks: a phonological approach to construct spatial decision trees. IEEE Trans Ind Inf 7(1):66\u201377","journal-title":"IEEE Trans Ind Inf"},{"issue":"1","key":"823_CR10","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1007\/s00779-013-0638-2","volume":"18","author":"D Gordon","year":"2014","unstructured":"Gordon D, Czerny J, Beigl M (2014) Activity recognition for creatures of habit. Pers Ubiquitous Comput 18(1):205\u2013221","journal-title":"Pers Ubiquitous Comput"},{"issue":"3","key":"823_CR11","doi-asserted-by":"crossref","first-page":"50","DOI":"10.1109\/MC.2005.107","volume":"38","author":"S Helal","year":"2005","unstructured":"Helal S, Mann W, El-Zabadani H, King J, Kaddoura Y, Jansen E (2005) The gator tech smart house: a programmable pervasive space. Computer 38(3):50\u201360","journal-title":"Computer"},{"issue":"3","key":"823_CR12","doi-asserted-by":"crossref","first-page":"545","DOI":"10.1007\/s00779-012-0507-4","volume":"17","author":"X Hong","year":"2013","unstructured":"Hong X, Nugent CD (2013) Segmenting sensor data for activity monitoring in smart environments. Person Ubiquitous Comput 17(3):545\u2013559","journal-title":"Person Ubiquitous Comput"},{"issue":"10","key":"823_CR13","doi-asserted-by":"crossref","first-page":"1039","DOI":"10.1109\/34.541414","volume":"18","author":"J Hu","year":"1996","unstructured":"Hu J, Brown MK, Turin W (1996) Hmm based on-line handwriting recognition. IEEE Trans Pattern Anal Mach Intell 18(10):1039\u20131045","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"823_CR14","doi-asserted-by":"crossref","unstructured":"Intille SS, Larson K, Beaudin JS, Nawyn J, Tapia EM, Kaushik P (2005) A living laboratory for the design and evaluation of ubiquitous computing technologies. In: Extended abstracts of the 2005 conference on human factors in computing systems, ACM Press, pp 1941\u20131944","DOI":"10.1145\/1056808.1057062"},{"key":"823_CR15","doi-asserted-by":"crossref","unstructured":"van Kasteren T, Englebienne G, Kr\u00f6se B (2011) Human activity recognition from wireless sensor network data: benchmark and software. In: Activity recognition in pervasive intelligent environments, Springer, pp 165\u2013186","DOI":"10.2991\/978-94-91216-05-3_8"},{"key":"823_CR16","doi-asserted-by":"crossref","unstructured":"van Kasteren T, Noulas A, Englebienne G, Kr\u00f6se B (2008) Accurate activity recognition in a home setting. Proceedings of the 10th international conference on Ubiquitous computing, UbiComp \u201908, pp 1\u20139 ACM, New York, NY, USA","DOI":"10.1145\/1409635.1409637"},{"key":"823_CR17","doi-asserted-by":"crossref","unstructured":"Kientz JA, Patel SN, Jones B, Price E, Mynatt ED, Abowd GD (2008) The Georgia tech aware home. In: HI \u201908 extended abstracts on human factors in computing systems","DOI":"10.1145\/1358628.1358911"},{"key":"823_CR18","doi-asserted-by":"crossref","unstructured":"Kuo CH, Chen CT, Chen TS, Kuo YC (2011) A wireless sensor network approach for rehabilitation data collections. In: Proceedings of 2011 IEEE international conference on systems, man, and cybernetics (SMC), pp 579\u2013584","DOI":"10.1109\/ICSMC.2011.6083773"},{"key":"823_CR19","first-page":"3","volume":"8","author":"J Lasserre","year":"2007","unstructured":"Lasserre J, Bishop CM (2007) Generative or discriminative? Getting the best of both worlds. Bayesian Stat 8:3\u201324","journal-title":"Bayesian Stat"},{"issue":"2","key":"823_CR20","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1109\/5.18626","volume":"77","author":"LR Rabiner","year":"1989","unstructured":"Rabiner LR (1989) A tutorial on Hidden Markov models and selected applications in speech recognition. Proc IEEE 77(2):257\u2013286","journal-title":"Proc IEEE"},{"key":"823_CR21","doi-asserted-by":"crossref","unstructured":"Salah AA, Gevers T, Sebe N, Vinciarelli A (2010) Challenges of human behavior understanding. Proceedings of the first international conference on human behavior understanding, HBU\u201910, Springer-Verlag, Berlin, Heidelberg, pp 1\u201312","DOI":"10.1007\/978-3-642-14715-9_1"},{"issue":"6","key":"823_CR22","doi-asserted-by":"crossref","first-page":"1965","DOI":"10.1109\/JSEN.2011.2182341","volume":"12","author":"N Suryadevara","year":"2012","unstructured":"Suryadevara N, Mukhopadhyay S (2012) Wireless sensor network based home monitoring system for wellness determination of elderly. IEEE Sens J 12(6):1965\u20131972","journal-title":"IEEE Sens J"},{"key":"823_CR23","doi-asserted-by":"crossref","unstructured":"Tapia EM, Intille SS, Larson K (2004) Activity recognition in the home using simple and ubiquitous sensors. In: Proceedings of international conference on pervasive computing, pp 158\u2013175","DOI":"10.1007\/978-3-540-24646-6_10"},{"issue":"3","key":"823_CR24","doi-asserted-by":"crossref","first-page":"328","DOI":"10.1109\/29.21701","volume":"37","author":"A Waibel","year":"1989","unstructured":"Waibel A, Hanazawa T, Hinton G, Shikano K, Lang KJ (1989) Phoneme recognition using time-delay neural networks. IEEE Trans Acoust Speech Signal Process 37(3):328\u2013339","journal-title":"IEEE Trans Acoust Speech Signal Process"},{"key":"823_CR25","doi-asserted-by":"crossref","unstructured":"Ward J, Lukowicz P, Gellersen H (2011) Performance metrics for activity recognition. ACM Trans Inf Syst Technol (TIST) 2(1)","DOI":"10.1145\/1889681.1889687"}],"container-title":["Personal and Ubiquitous Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00779-014-0823-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00779-014-0823-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00779-014-0823-y","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,15]],"date-time":"2019-08-15T09:30:11Z","timestamp":1565861411000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00779-014-0823-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,9,23]]},"references-count":25,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2015,2]]}},"alternative-id":["823"],"URL":"https:\/\/doi.org\/10.1007\/s00779-014-0823-y","relation":{},"ISSN":["1617-4909","1617-4917"],"issn-type":[{"value":"1617-4909","type":"print"},{"value":"1617-4917","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,9,23]]}}}