{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,6,4]],"date-time":"2024-06-04T08:36:38Z","timestamp":1717490198561},"reference-count":52,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2014,11,11]],"date-time":"2014-11-11T00:00:00Z","timestamp":1415664000000},"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":["J Ambient Intell Human Comput"],"published-print":{"date-parts":[[2015,2]]},"DOI":"10.1007\/s12652-014-0246-7","type":"journal-article","created":{"date-parts":[[2014,11,14]],"date-time":"2014-11-14T06:52:38Z","timestamp":1415947958000},"page":"83-105","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Extracting patterns of behavior from a network of binary sensors"],"prefix":"10.1007","volume":"6","author":[{"given":"Kevin Bing-Yung","family":"Wong","sequence":"first","affiliation":[]},{"given":"Tongda","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Hamid","family":"Aghajan","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2014,11,11]]},"reference":[{"key":"246_CR1","unstructured":"Blei DM, Ng AY, Jordan MI (2003) Latent dirichlet allocation. J Mach Learn Res 3:993\u20131022. http:\/\/dl.acm.org\/citation.cfm?id=944919.944937"},{"issue":"8","key":"246_CR2","doi-asserted-by":"crossref","first-page":"1163","DOI":"10.1109\/JPROC.2003.814923","volume":"91","author":"R Brooks","year":"2003","unstructured":"Brooks R, Ramanathan P, Sayeed A (2003) Distributed target classification and tracking in sensor networks. Proc IEEE 91(8):1163\u20131171. doi: 10.1109\/JPROC.2003.814923","journal-title":"Proc IEEE"},{"key":"246_CR3","doi-asserted-by":"crossref","unstructured":"Brun L, Saggese A, Vento M (2014) Dynamic scene understanding for behavior analysis based on string kernels. IEEE Trans Circuits Syst Video Technol, (99): 1\u20131. doi: 10.1109\/TCSVT.2014.2302521","DOI":"10.1109\/TCSVT.2014.2302521"},{"key":"246_CR4","doi-asserted-by":"crossref","unstructured":"Cardile F, Iannizzotto G, La Rosa F (2010) A vision-based system for elderly patients monitoring. In: Human system interactions (HSI), 2010 3rd Conference on, pp 195\u2013202. doi: 10.1109\/HSI.2010.5514566","DOI":"10.1109\/HSI.2010.5514566"},{"key":"246_CR5","doi-asserted-by":"crossref","unstructured":"Castanedo F, Aghajan H, Kleihorst R (2011) Modeling and discovering occupancy patterns in sensor networks using latent dirichlet allocation. In: Proceedings of the 4th international conference on Interplay between natural and artificial computation, Volume Part I, Springer, Berlin, Heidelberg, IWINAC\u201911, pp 481\u2013490, http:\/\/dl.acm.org\/citation.cfm?id=2009405.2009455","DOI":"10.1007\/978-3-642-21344-1_50"},{"key":"246_CR6","doi-asserted-by":"crossref","unstructured":"Castanedo F, L\u00f3pez-de Ipina D, Aghajan H, Kleihorst R (2011) Building an occupancy model from sensor networks in office environments. In: Distributed smart cameras (ICDSC), 2011 Fifth ACM\/IEEE International Conference on, IEEE, pp 1\u20136","DOI":"10.1109\/ICDSC.2011.6042929"},{"key":"246_CR7","unstructured":"for Community Living A (2012) A profile of older Americans. http:\/\/www.aoa.gov\/Aging_Statistics\/Profile\/2011\/4.aspx"},{"issue":"1","key":"246_CR8","doi-asserted-by":"crossref","first-page":"32","DOI":"10.1109\/MIS.2010.112","volume":"27","author":"D Cook","year":"2012","unstructured":"Cook D (2012) Learning setting-generalized activity models for smart spaces. IEEE Intell Syst 27(1):32\u201338. doi: 10.1109\/MIS.2010.112","journal-title":"IEEE Intell Syst"},{"issue":"3","key":"246_CR9","doi-asserted-by":"crossref","first-page":"171","DOI":"10.1145\/363958.363994","volume":"7","author":"FJ Damerau","year":"1964","unstructured":"Damerau FJ (1964) A technique for computer detection and correction of spelling errors. Commun ACM 7(3):171\u2013176. doi: 10.1145\/363958.363994","journal-title":"Commun ACM"},{"key":"246_CR10","doi-asserted-by":"crossref","unstructured":"De D, Song WZ, Xu M, Wang CL, Cook D, Huo X (2012) Findinghumo: real-time tracking of motion trajectories from anonymous binary sensing in smart environments. In: Distributed Computing Systems (ICDCS), 2012 IEEE 32nd International Conference on, pp 163\u2013172. doi: 10.1109\/ICDCS.2012.76","DOI":"10.1109\/ICDCS.2012.76"},{"key":"246_CR11","doi-asserted-by":"crossref","unstructured":"Farrahi K, Gatica-Perez D (2008) What did you do today?: discovering daily routines from large-scale mobile data. In: Proceedings of the 16th ACM international conference on Multimedia, ACM, New York, NY, USA, MM \u201908, pp 849\u2013852. doi: 10.1145\/1459359.1459503","DOI":"10.1145\/1459359.1459503"},{"issue":"1","key":"246_CR12","doi-asserted-by":"crossref","first-page":"3:1","DOI":"10.1145\/1889681.1889684","volume":"2","author":"K Farrahi","year":"2011","unstructured":"Farrahi K, Gatica-Perez D (2011) Discovering routines from large-scale human locations using probabilistic topic models. ACM Trans Intell Syst Technol 2(1):3:1\u20133:27. doi: 10.1145\/1889681.1889684","journal-title":"ACM Trans Intell Syst Technol"},{"key":"246_CR13","doi-asserted-by":"crossref","unstructured":"Fiore L, Somasundaram G, Drenner A, Papanikolopoulos N (2008) Optimal camera placement with adaptation to dynamic scenes. In: Robotics and Automation, 2008. ICRA 2008. IEEE International Conference on, pp 956\u2013961. doi: 10.1109\/ROBOT.2008.4543328","DOI":"10.1109\/ROBOT.2008.4543328"},{"key":"246_CR14","doi-asserted-by":"crossref","unstructured":"Fox D, Thrun S, Dellaert F, Burgard W (2000) Particle filters for mobile robot localization. In: Doucet A, de Freitas N, Gordon N (eds) Sequential Monte Carlo methods in practice, Springer, New York, to appear","DOI":"10.1007\/978-1-4757-3437-9_19"},{"key":"246_CR15","doi-asserted-by":"crossref","unstructured":"Franco C, Demongeot J, Villemazet C, Vuillerme N (2010) Behavioral telemonitoring of the elderly at home: detection of nycthemeral rhythms drifts from location data. In: Advanced Information Networking and Applications Workshops (WAINA), 2010 IEEE 24th International Conference on, pp 759\u2013766. doi: 10.1109\/WAINA.2010.81","DOI":"10.1109\/WAINA.2010.81"},{"key":"246_CR16","unstructured":"G\u00f3mez-Conde I, Olivieri D, Vila X, Rodriguez-Li\u00f1ares L (2010) Smart telecare video monitoring for anomalous event detection. In: Information Systems and Technologies (CISTI), 2010 5th Iberian Conference on, pp 1\u20136"},{"key":"246_CR17","doi-asserted-by":"crossref","unstructured":"Gonzalez-Barbosa JJ, Garcia-Ramirez T, Salas J, Hurtado-Ramos JB, Rico-Jimenez JdJ (2009) Optimal camera placement for total coverage. In: Robotics and Automation, 2009. ICRA \u201909. IEEE International Conference on, pp 844\u2013848. doi: 10.1109\/ROBOT.2009.5152761","DOI":"10.1109\/ROBOT.2009.5152761"},{"key":"246_CR18","doi-asserted-by":"crossref","unstructured":"Hashimoto H, Matsunaga T, Tsuboi T, Ohyama Y, She J, Amano N, Yokota S, Kobayashi H (2007) Comfortable life space for elderly\u2014 sing supporting systems based on technology . In: SICE, 2007 Annual Conference, pp 3037\u20133042. doi: 10.1109\/SICE.2007.4421511","DOI":"10.1109\/SICE.2007.4421511"},{"key":"246_CR19","doi-asserted-by":"crossref","unstructured":"Heinrich S, Rapp K, Rissmann U, Becker C, Knig HH (2010) Cost of falls in old age: a systematic review. Osteoporosis International 21, pp 891\u2013902. doi: 10.1007\/s00198-009-1100-1","DOI":"10.1007\/s00198-009-1100-1"},{"key":"246_CR20","unstructured":"Jain G, Cook D, Jakkula V (2006) Monitoring health by detecting drifts and outliers for a smart environment inhabitant. Conference on smart homes and health. http:\/\/www.eecs.wsu.edu\/ cook\/pubs\/icost06.pdf"},{"key":"246_CR21","unstructured":"Jakkula VR, Cook DJ (2011) Detecting anomalous sensor events in smart home data for enhancing the living experience. In: Artificial Intelligence and Smarter Living, AAAI, AAAI Workshops, vol WS-11-07. http:\/\/www.aaai.org\/ocs\/index.php\/WS\/AAAIW11\/paper\/viewFile\/3889\/4212"},{"key":"246_CR22","doi-asserted-by":"crossref","unstructured":"Kalra L, Zhao X, Soto AJ, Milios EE (2012) A two-stage corrective markov model for activities of daily living detection. In: ISAm I\u201912, pp 171\u2013179","DOI":"10.1007\/978-3-642-28783-1_21"},{"key":"246_CR23","doi-asserted-by":"crossref","unstructured":"Karras P, Mamoulis N (2006) Detecting the direction of motion in a binary sensor network. In: Sensor networks, ubiquitous, and trustworthy computing, 2006. IEEE International Conference on, vol 1, p 8. doi: 10.1109\/SUTC.2006.1636208","DOI":"10.1109\/SUTC.2006.1636208"},{"key":"246_CR24","doi-asserted-by":"crossref","unstructured":"Kennedy J, Eberhart R (1995) Particle swarm optimization. In: Neural networks, 1995. Proceedings, IEEE International Conference on, vol 4, pp 1942\u20131948 vol 4. doi: 10.1109\/ICNN.1995.488968","DOI":"10.1109\/ICNN.1995.488968"},{"key":"246_CR25","unstructured":"Levenshtein VI (1966) Binary codes capable of correcting deletions, insertions, and reversals. Tech, Rep 8"},{"issue":"3","key":"246_CR26","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1007\/s12652-010-0043-x","volume":"3","author":"A Lotfi","year":"2012","unstructured":"Lotfi A, Langensiepen C, Mahmoud S, Akhlaghinia M (2012) Smart homes for the elderly dementia sufferers: identification and prediction of abnormal behaviour. J Ambient Intell Hum Comput 3(3):205\u2013218. doi: 10.1007\/s12652-010-0043-x","journal-title":"J Ambient Intell Hum Comput"},{"key":"246_CR27","doi-asserted-by":"crossref","unstructured":"Lymberopoulos D, Bamis A, Savvides A (2008) Extracting spatiotemporal human activity patterns in assisted living using a home sensor network. In: Proceedings of the 1st international conference on PErvasive Technologies Related to Assistive Environments, ACM, New York, NY, USA, PETRA \u201908, pp 29:1\u201329:8. doi: 10.1145\/1389586.1389621","DOI":"10.1145\/1389586.1389621"},{"key":"246_CR28","doi-asserted-by":"crossref","unstructured":"Mahmoud S, Lotfi A, Langensiepen C (2011) Behavioural pattern identification in a smart home using binary similarity and dissimilarity measures. In: Intelligent environments (IE), 2011 7th international conference on, pp 55\u201360. doi: 10.1109\/IE.2011.53","DOI":"10.1109\/IE.2011.53"},{"key":"246_CR29","doi-asserted-by":"crossref","unstructured":"Mahmoud SM, Lotfi A, Langensiepen C (2011) Abnormal behaviours identification for an elder\u2019s life activities using dissimilarity measurements. In: Proceedings of the 4th international conference on pervasive Technologies Related to Assistive Environments, ACM, New York, NY, USA, PETRA \u201911, pp 25:1\u201325:5. doi: 10.1145\/2141622.2141653","DOI":"10.1145\/2141622.2141653"},{"key":"246_CR30","doi-asserted-by":"crossref","unstructured":"Mori T, Fujii A, Shimosaka M, Noguchi H, Sato T (2007) Typical behavior patterns extraction and anomaly detection algorithm based on accumulated home sensor data. In: Future Generation Communication and Networking (FGCN 2007), vol 2, pp 12\u201318. doi: 10.1109\/FGCN.2007.226","DOI":"10.1109\/FGCN.2007.226"},{"issue":"11","key":"246_CR31","doi-asserted-by":"crossref","first-page":"2287","DOI":"10.1109\/TPAMI.2011.64","volume":"33","author":"B Morris","year":"2011","unstructured":"Morris B, Trivedi M (2011) Trajectory learning for activity understanding: unsupervised, multilevel, and long-term adaptive approach. IEEE Trans Pattern Anal Mach Intell 33(11):2287\u20132301. doi: 10.1109\/TPAMI.2011.64","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"5","key":"246_CR32","doi-asserted-by":"crossref","first-page":"1402","DOI":"10.1109\/JSEN.2011.2170833","volume":"12","author":"Y Morsly","year":"2012","unstructured":"Morsly Y, Aouf N, Djouadi M, Richardson M (2012) Particle swarm optimization inspired probability algorithm for optimal camera network placement. IEEE Sens J 12(5):1402\u20131412. doi: 10.1109\/JSEN.2011.2170833","journal-title":"IEEE Sens J"},{"key":"246_CR33","doi-asserted-by":"crossref","unstructured":"Niebles JC, Wang H, Fei-fei L (2006) Unsupervised learning of human action categories using spatial-temporal words. In:Proceedings of BMVC","DOI":"10.5244\/C.20.127"},{"key":"246_CR34","doi-asserted-by":"crossref","first-page":"341","DOI":"10.1109\/ELEKTRO.2012.6225617","volume":"2012","author":"M Novak","year":"2012","unstructured":"Novak M, Binas M, Jakab F (2012) Unobtrusive anomaly detection in presence of elderly in a smart-home environment. ELEKTRO 2012:341\u2013344. doi: 10.1109\/ELEKTRO.2012.6225617","journal-title":"ELEKTRO"},{"key":"246_CR35","doi-asserted-by":"crossref","unstructured":"O\u2019Brien A, Mac Ruairi R (2009) Survey of assistive technology devices and applications for aging in place. In: Advances in human-oriented and personalized mechanisms, technologies, and services, 2009. CENTRIC \u201909. Second International Conference on, pp 7\u201312. doi: 10.1109\/CENTRIC.2009.9","DOI":"10.1109\/CENTRIC.2009.9"},{"key":"246_CR36","unstructured":"O\u2019Brien A, McDaid K, Loane J, Doyle J, O\u2019Mullane B (2012) Visualisation of movement of older adults within their homes based on pir sensor data. In: Pervasive computing technologies for healthcare (PervasiveHealth), 2012 6th international conference on, pp 252\u2013259"},{"key":"246_CR37","unstructured":"WH Organization (2012) What are the public health implications of global ageing? http:\/\/www.who.int\/features\/qa\/42\/en\/index.html"},{"key":"246_CR38","doi-asserted-by":"crossref","unstructured":"Ozertem U, Erdogmus D (2007) Information regularized maximum likelihood for binary motion sensors. In: Acoustics, speech and signal processing, 2007. ICASSP 2007. IEEE International Conference on, vol 2, pp II-1021 -II-1024. doi: 10.1109\/ICASSP.2007.366412","DOI":"10.1109\/ICASSP.2007.366412"},{"key":"246_CR39","unstructured":"Pollack ME (2005) Intelligent technology for an aging population: the use of ai to assist elders with cognitive impairment. AI Mag 26(2):9\u201324. http:\/\/www.aaai.org\/ojs\/index.php\/aimagazine\/article\/view\/1810"},{"key":"246_CR40","doi-asserted-by":"crossref","unstructured":"Rashidi P, Cook DJ (2010) Mining and monitoring patterns of daily routines for assisted living in real world settings. In: Proceedings of the 1st ACM international health informatics symposium, ACM, New York, NY, USA, IHI \u201910, pp 336\u2013345. doi: 10.1145\/1882992.1883040","DOI":"10.1145\/1882992.1883040"},{"issue":"4","key":"246_CR41","doi-asserted-by":"crossref","first-page":"527","DOI":"10.1109\/TKDE.2010.148","volume":"23","author":"P Rashidi","year":"2011","unstructured":"Rashidi P, Cook DJ, Holder LB, Schmitter-Edgecombe M (2011) Discovering activities to recognize and track in a smart environment. IEEE Trans Knowl Data Eng 23(4):527\u2013539. doi: 10.1109\/TKDE.2010.148","journal-title":"IEEE Trans Knowl Data Eng"},{"issue":"5","key":"246_CR42","doi-asserted-by":"crossref","first-page":"611","DOI":"10.1109\/TCSVT.2011.2129370","volume":"21","author":"C Rougier","year":"2011","unstructured":"Rougier C, Meunier J, St-Arnaud A, Rousseau J (2011) Robust video surveillance for fall detection based on human shape deformation. IEEE Trans Circuits Syst Video Technol 21(5):611\u2013622. doi: 10.1109\/TCSVT.2011.2129370","journal-title":"IEEE Trans Circuits Syst Video Technol"},{"issue":"3","key":"246_CR43","doi-asserted-by":"crossref","first-page":"438","DOI":"10.1109\/TITB.2011.2113352","volume":"15","author":"JH Shin","year":"2011","unstructured":"Shin JH, Lee B, Park KS (2011) Detection of abnormal living patterns for elderly living alone using support vector data description. IEEE Trans Inf Technol Biomed 15(3):438\u2013448. doi: 10.1109\/TITB.2011.2113352","journal-title":"IEEE Trans Inf Technol Biomed"},{"key":"246_CR44","doi-asserted-by":"crossref","unstructured":"Smith TF, Waterman MS (1981) Identification of common molecular subsequences. J Mole Biol 147(1):195\u2013197. http:\/\/view.ncbi.nlm.nih.gov\/pubmed\/7265238","DOI":"10.1016\/0022-2836(81)90087-5"},{"issue":"1\u20132","key":"246_CR45","first-page":"99","volume":"128","author":"S Thrun","year":"2000","unstructured":"Thrun S, Fox D, Burgard W, Dellaert F (2000) Robust monte carlo localization for mobile robots. Artif Intell 128(1\u20132):99\u2013141","journal-title":"Artif Intell"},{"key":"246_CR46","volume-title":"Probabilistic robotics (Intelligent Robotics and Autonomous Agents)","author":"S Thrun","year":"2005","unstructured":"Thrun S, Burgard W, Fox D (2005) Probabilistic robotics (Intelligent Robotics and Autonomous Agents). MIT Press, Cambridge"},{"key":"246_CR47","doi-asserted-by":"crossref","unstructured":"Tran B (2002) Home care technologies for promoting successful aging in elderly populations. In: Engineering in Medicine and Biology, 2002. 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society EMBS\/BMES Conference, 2002. Proceedings of the Second Joint, vol 3, pp 1898\u20131899. doi: 10.1109\/IEMBS.2002.1053083","DOI":"10.1109\/IEMBS.2002.1053083"},{"issue":"3","key":"246_CR48","doi-asserted-by":"crossref","first-page":"387","DOI":"10.1109\/TITB.2007.904157","volume":"12","author":"G Virone","year":"2008","unstructured":"Virone G, Alwan M, Dalal S, Kell S, Turner B, Stankovic J, Felder R (2008) Behavioral patterns of older adults in assisted living. IEEE Trans Inf Technol Biomed 12(3):387\u2013398. doi: 10.1109\/TITB.2007.904157","journal-title":"IEEE Trans Inf Technol Biomed"},{"key":"246_CR49","doi-asserted-by":"crossref","unstructured":"Wang L, Wang Z, He Z, Gao X (2010) Research of physical condition monitoring system for the elderly based on zigbee wireless network technology. In: E-Health Networking, Digital Ecosystems and Technologies (EDT), 2010 International Conference on, vol 1, pp 32\u201335. doi: 10.1109\/EDT.2010.5496570","DOI":"10.1109\/EDT.2010.5496570"},{"issue":"7","key":"246_CR50","doi-asserted-by":"crossref","first-page":"1812","DOI":"10.1109\/TC.2013.45","volume":"63","author":"E Yildiz","year":"2014","unstructured":"Yildiz E, Akkaya K, Sisikoglu E, Sir M (2014) Optimal camera placement for providing angular coverage in wireless video sensor networks. IEEE Trans Comput 63(7):1812\u20131825. doi: 10.1109\/TC.2013.45","journal-title":"IEEE Trans Comput"},{"issue":"8","key":"246_CR51","doi-asserted-by":"crossref","first-page":"1082","DOI":"10.1109\/TKDE.2007.1042","volume":"20","author":"J Yin","year":"2008","unstructured":"Yin J, Yang Q, Pan J (2008) Sensor-based abnormal human-activity detection. IEEE Trans Knowl Data Eng 20(8):1082\u20131090. doi: 10.1109\/TKDE.2007.1042","journal-title":"IEEE Trans Knowl Data Eng"},{"key":"246_CR52","doi-asserted-by":"crossref","unstructured":"Zhao J, Haws D, Yoshida R, Cheung S (2011) Approximate techniques in solving optimal camera placement problems. In: Computer Vision Workshops (ICCV Workshops), 2011 IEEE International Conference on, pp 1705\u20131712. doi: 10.1109\/ICCVW.2011.6130455","DOI":"10.1109\/ICCVW.2011.6130455"}],"container-title":["Journal of Ambient Intelligence and Humanized Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12652-014-0246-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s12652-014-0246-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12652-014-0246-7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,17]],"date-time":"2019-08-17T06:01:35Z","timestamp":1566021695000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s12652-014-0246-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,11,11]]},"references-count":52,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2015,2]]}},"alternative-id":["246"],"URL":"https:\/\/doi.org\/10.1007\/s12652-014-0246-7","relation":{},"ISSN":["1868-5137","1868-5145"],"issn-type":[{"value":"1868-5137","type":"print"},{"value":"1868-5145","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,11,11]]}}}