et others, « Frailty in older adults evidence for a phenotype », The Journals of Gerontology Series A, Biological Sciences and Medical Sciences, vol.56, issue.3, pp.146-157, 2001. ,
Single activity sensor-based ensemble analysis for health monitoring of solitary elderly people, Expert Systems with Applications, vol.39, issue.5, pp.5774-5783 ,
DOI : 10.1016/j.eswa.2011.11.090
Remote monitoring and assessment of daily activities in the home environment, Journal of Clinical Gerontology and Geriatrics, vol.3, issue.3, pp.97-104, 2012. ,
DOI : 10.1016/j.jcgg.2012.06.002
a multisensory remote monitoring system for the elderly or the handicapped, Proceedings of the ICOST'2003, pp.89-95, 2003. ,
A Model for the Measurement of Patient Activity in a Hospital Suite, IEEE Transactions on Information Technology in Biomedicine, vol.10, issue.1, pp.92-99, 2006. ,
DOI : 10.1109/TITB.2005.856855
Review of Accelerometry for Determining Daily Activity Among Elderly Patients, Archives of Physical Medicine and Rehabilitation, vol.92, issue.6, pp.998-1014, 2011. ,
DOI : 10.1016/j.apmr.2010.12.040
First steps in data fusion between a multichannel audio acquisition and an information system for home healthcare, Proceedings of the 25th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE Cat. No.03CH37439), pp.1364-1367, 2003. ,
DOI : 10.1109/IEMBS.2003.1279557
URL : https://hal.archives-ouvertes.fr/hal-01088065
An extended PROSAFE platform for elderly monitoring at home, 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp.4056-4059, 2007. ,
DOI : 10.1109/IEMBS.2007.4353224
Help to monitoring of elderly by using physical activities criteria, 6th International Conference of International Society for Gerontechnology », ISG'08, 2008. ,
DOI : 10.4017/gt.2008.07.02.021.00
« Integration of wearable device with actimetry system for monitoring alzheimer's patients, International Conference on Wearable Micro and Nano Technologies for Personalised Health, 2011. ,
Estève, « Remote monitoring platform for prevention and detection of elderly deviant behaviour, 3rd international Conference: E- Medical Systems, 2010. ,
Smart homes ??? Current features and future perspectives, Smart homes ? Current features and future perspectives, pp.90-97, 2009. ,
DOI : 10.1016/j.maturitas.2009.07.014
« La dépendance des personnes âgées : une projection en 2040 », Données sociales?La société française, édition, 2006. ,
« Enquête sur l'allocation personnalisée d'autonomie », Statistiques au 1er trimestre, 2011. ,
Research Agenda for Frailty in Older Adults: Toward a Better Understanding of Physiology and Etiology: Summary from the American Geriatrics Society/National Institute on Aging Research Conference on Frailty in Older Adults, Research Agenda for Frailty in Older Adults: Toward a Better Understanding of Physiology and Etiology: Summary from the American Geriatrics Society/National Institute on Aging Research Conference on Frailty in Older Adults, pp.991-1001, 2006. ,
DOI : 10.1111/j.1532-5415.2006.00745.x
Frailty: An Emerging Geriatric Syndrome, The American Journal of Medicine, vol.120, issue.9, pp.748-753, 2007. ,
DOI : 10.1016/j.amjmed.2006.10.018
Untangling the Concepts of Disability, Frailty, and Comorbidity: Implications for Improved Targeting and Care, The Journals of Gerontology Series A: Biological Sciences and Medical Sciences, vol.59, issue.3, pp.255-263, 2004. ,
DOI : 10.1093/gerona/59.3.M255
Frailty, hospitalization, and progression of disability in a cohort of disabled older women, The American Journal of Medicine, vol.118, issue.11, pp.1225-1231, 2005. ,
DOI : 10.1016/j.amjmed.2005.01.062
Anfotti, « La fragilité des personnes âgées: Perceptions et mesures », Centre de Recherche pour l'Étude et l'Observation des Conditions de Vie, Département «Evaluation des politiques sociales», 2008. ,
A Review of Approaches to Mobility Telemonitoring of the Elderly in Their Living Environment, Annals of Biomedical Engineering, vol.6, issue.4, pp.547-563, 2006. ,
DOI : 10.1007/s10439-005-9068-2
Health monitoring in the home of the future, IEEE Engineering in Medicine and Biology Magazine, vol.22, issue.3, pp.66-73, 2003. ,
DOI : 10.1109/MEMB.2003.1213628
Elderly persons??? perception and acceptance of using wireless sensor networks to assist healthcare, International Journal of Medical Informatics, vol.78, issue.12, pp.12-788, 2009. ,
DOI : 10.1016/j.ijmedinf.2009.08.001
Utility and feasibility of an electronic tracking system for prevention of wandering in demented elderly patients, Proceeding of 6th conference of the International Society for Gerontechnology, ISG08, 2008. ,
« An instrumentation system for the remote monitoring of changes in functional health status of the elderly at home » Engineering Advances: New Opportunities for Biomedical Engineers, Engineering in Medicine and Biology Society Proceedings of the 16th Annual International Conference of the IEEE, pp.908-909, 1994. ,
Three Generations of Telecare of the Elderly, Journal of Telemedicine and Telecare, vol.36, issue.2, pp.71-80, 1996. ,
DOI : 10.1177/1357633X9600200202
« Exploring technologies for independent living for older people: A report on the Anchor Trust, 2000. ,
A comprehensive alarm system for the elderly and infirm and disabled who live at home », Res. Soc. Health Care, pp.205-232, 1979. ,
Advanced communications for sheltered housing, Electronics and Power, vol.30, issue.5, pp.374-378, 1984. ,
DOI : 10.1049/ep.1984.0203
Preliminary results of a pilot project on remote monitoring of functional health status in the home, Proceedings of 18th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 1996. ,
DOI : 10.1109/IEMBS.1996.656847
An evaluation of an intelligent home monitoring system, Journal of Telemedicine and Telecare, vol.6, issue.2, pp.63-72, 2000. ,
DOI : 10.1258/1357633001935059
Reducing fall incidence in community elders by telecare using predictive systems, Proceedings of the 19th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 'Magnificent Milestones and Emerging Opportunities in Medical Engineering' (Cat. No.97CH36136), pp.1036-1039, 1997. ,
DOI : 10.1109/IEMBS.1997.756524
Continuous assessment of the risk of falling using telecare, Journal of Telemedicine and Telecare, vol.49, issue.1, pp.88-90, 1998. ,
DOI : 10.1258/1357633981931605
« The health integrated smart home information system (HIS2): rules based system for the localization of a human, 2nd Annual International IEEE-EMBS Special Topic Conference on Microtechnologies in Medicine & Biology, pp.318-321, 2002. ,
Yap, « An extensible system for sleep activity pattern monitoring, Intelligent Sensors, Sensor Networks and Information 3rd International Conference on ISSNIP, pp.561-565, 2007. ,
Assistive Technology Applications to Dementia Care: Current Capabilities, Limitations, and Future Challenges, American Journal of Geriatric Psychiatry, vol.17, issue.2, 2009. ,
Rhythm of daily living and detection of atypical days for elderly people living alone as determined with a monitoring system, Journal of Telemedicine and Telecare, vol.12, issue.4, pp.208-214, 2006. ,
DOI : 10.1258/135763306777488780
A home monitoring system for use in homes of persons with cognitive impairment », Topics in geriatric rehabilitation, p.3, 2007. ,
« Reducing dangerous nighttime events in persons with dementia using a nighttime monitoring system », Alzheimer's & dementia: the journal of the Alzheimer's Association, p.419, 2009. ,
Automated Video and Sensor Analysis for Geriatric Care ,
Un systeme intelligent de suivi et de téléassistance de personnes agées vivant seules a domicile ,
A review of smart homes???Present state and future challenges, Computer Methods and Programs in Biomedicine, vol.91, issue.1, pp.55-81, 2008. ,
DOI : 10.1016/j.cmpb.2008.02.001
Vivago CARE 8001 Wrist Care. [En ligne]. Disponible sur: http://www.vivago.com/pro ,
IST Vivago/spl reg/ - an intelligent social and remote wellness monitoring system for the elderly, 4th International IEEE EMBS Special Topic Conference on Information Technology Applications in Biomedicine, 2003., pp.362-365, 2003. ,
DOI : 10.1109/ITAB.2003.1222554
Fall : Solutions télémédicales fiables pour une vie plus sûre ,
Prévenir rapidement les secours en cas de chute chez les personnes âgée ». [En ligne]. Disponible sur ,
Evaluation under real-life conditions of a stand-alone fall detector for the elderly subjects », Annals of physical and rehabilitation medicine, pp.391-398, 2011. ,
Home monitoring using wearable radio frequency transmitters, Artificial Intelligence in Medicine, vol.42, issue.2, pp.109-120, 2008. ,
DOI : 10.1016/j.artmed.2007.11.002
Smart wearable systems: Current status and future challenges, Smart wearable systems: Current status and future challenges, pp.137-156 ,
DOI : 10.1016/j.artmed.2012.09.003
Estève, « Smart homes -indoor and outdoor experiments, Clinician and Technology, vol.41, issue.3 4, 2011. ,
Retrouver les malades d'Alzheimer en situation d'errance ». [En ligne]. Disponible sur ,
le bracelet " anti-fugue " pour les malades d'Alzheimer prend son envol en France ,
Braacelet de géoassistance ». [En ligne]. Disponible sur ,
Conclusions de la commission d'experts " Habitat Intelligent " », CNRS- SPI, 1997. ,
En ligne] Disponible sur: http://www.uml-sysml.org/uml, Consulté le, pp.6-2013 ,
Open Source Specification Project-SysML.org ». [En ligne]. Disponible sur: http://www.sysml, Consulté le, pp.6-2013 ,
« Mise en oeuvre d'une plateforme de suivi de l'actimétrie associée à un système d'identification », présenté à Symposium Mobilité et Santé, Ax les Thermes (France), 2011. ,
« Self adaptive trajectory learning for monitoring the elderly wandering, Proceedings of the IASTED International Conference Biomedical Engineering, pp.254-259, 2013. ,
« Techniques et technologies de localisation avancées pour terminaux mobiles dans les environnements indoor », Université Joseph-Fourier-Grenoble I, 2007. ,
A system for automatic measurement of circadian activity deviations in telemedicine, IEEE Transactions on Biomedical Engineering, vol.49, issue.12, pp.1463-1469, 2002. ,
DOI : 10.1109/TBME.2002.805452
Behavioral Patterns of Older Adults in Assisted Living, Behavioral patterns of older adults in assisted living, pp.387-398, 2008. ,
DOI : 10.1109/TITB.2007.904157
« Driver vigilance monitoring -new developments within the awake project, 5th IFAC International Symposium on Intelligent Components and Instruments for Control Applications (SICICA'2003), Aveiro (Portugal), p. 139?144, juill, 2003. ,
« Methodology and tools for the design and verification of complex systems: application for smart homes, Intelligent Systems (IS'08), pp.24-26, 2008. ,
une protection raisonnée des céréales contre les insectes dans les silos de stockage ,
Comparison of Similarity Measures for Trajectory Clustering in Outdoor Surveillance Scenes, 18th International Conference on Pattern Recognition (ICPR'06), pp.1135-1138, 2006. ,
DOI : 10.1109/ICPR.2006.392
Learning trajectory patterns by clustering: Experimental studies and comparative evaluation, 2009 IEEE Conference on Computer Vision and Pattern Recognition, 2009. ,
DOI : 10.1109/CVPR.2009.5206559
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.160.2467
« Similarity based vehicle trajectory clustering and anomaly detection, Image Processing, 2005. IEEE International Conference on ICIP, p.602, 2005. ,
Scaling up dynamic time warping for datamining applications, Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining , KDD '00, pp.285-289, 2000. ,
DOI : 10.1145/347090.347153
Extraction and clustering of motion trajectories in video, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004., pp.521-524, 2004. ,
DOI : 10.1109/ICPR.2004.1334287
« Fusion de données multicapteurs pour un système de télésurveillance médicale de personnes à domicile », Université Joseph-Fourier-Grenoble I, 2004. ,
« Une méthode de classification non-supervisee pour l'apprentissage de régles et la recherche d'information, Thèse doctorat, 2004. ,
Data clustering: a review, ACM Computing Surveys, vol.31, issue.3, pp.264-323, 1999. ,
DOI : 10.1145/331499.331504
Numerical Taxonomy, 1973. ,
DOI : 10.1002/9781118960608.bm00018
Rubin, « Maximum Likelihood from Incomplete Data via the EM Algorithm, Journal of the Royal Statistical Society. Series B (Methodological), vol.39, issue.1, pp.1-38, 1977. ,
« Some methods for classification and analysis of multivariate observations, Proceedings of the fifth Berkeley symposium on mathematical statistics and probability, p.14, 1967. ,
Assessment of a GPS-based tracking system for people with dementia: Prevention, intervention, and safe wandering, Annals of Physical and Rehabilitation Medicine, vol.54, issue.0, pp.59-60, 2011. ,
DOI : 10.1016/j.rehab.2011.07.786
En ligne] Disponible sur: http://geodesie.ign.fr/index.php?page=algorithmes, Consulté le, pp.25-2013 ,
« The estimation of the gradient of a density function, with applications in pattern recognition », Information Theory, IEEE Transactions on, vol.21, issue.1, pp.32-40, 1975. ,
On Estimation of a Probability Density Function and Mode, The Annals of Mathematical Statistics, vol.33, issue.3, pp.1065-1076, 1962. ,
DOI : 10.1214/aoms/1177704472
Mean shift: a robust approach toward feature space analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.24, issue.5, pp.603-619, 2002. ,
DOI : 10.1109/34.1000236
« Texture-based approach for text detection in images using support vector machines and continuously adaptive mean shift algorithm, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.25, pp.12-1631, 2003. ,
Kernel-based object tracking, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.25, issue.5, pp.564-577, 2003. ,
DOI : 10.1109/TPAMI.2003.1195991
Silhouettes: A graphical aid to the interpretation and validation of cluster analysis, Journal of Computational and Applied Mathematics, vol.20, pp.53-65, 1987. ,
DOI : 10.1016/0377-0427(87)90125-7
Wearable wireless accelerometer with embedded fall-detection logic for multi-sensor ambient assisted living applications, 2009 IEEE Sensors, pp.1967-1970, 2009. ,
DOI : 10.1109/ICSENS.2009.5398327
Habitats Intelligents en Santé : Modélisation des Activités du sujet âgé à Domicile, Editions universitaires europeennes, 2012. Publications personnelles Publications personnelles Publications personnelles dans 5 conférences internationales, 1 revue internationale, 2 revues nationales, 1 symposium national ,
Ambient Intelligence for Monitoring Alzheimer Patients, Ambient Intelligence for Monitoring Alzheimer Patients, pp.23-35, 2013. ,
DOI : 10.4018/jehmc.2013010103
Homecare monitoring system: A technical proposal for the safety of the elderly experimented in an Alzheimer's care unit, IRBM, vol.34, issue.2, pp.292-100, 2013. ,
DOI : 10.1016/j.irbm.2013.02.002
Activity monitoring system for elderly in a context of smart home, IRBM, vol.34, issue.1, pp.60-63, 2013. ,
DOI : 10.1016/j.irbm.2012.12.014
« Self adaptive trajectory learning for monitoring the elderly wandering, Proceedings of the IASTED International Conference Biomedical Engineering, pp.254-259, 2013. ,
« Mise en oeuvre d'une plateforme de suivi de l'actimétrie associée à un système d'identification », Symposium Mobilité et Santé, Ax les Thermes (France), p.12, 2011. ,
« Integration of wearable device with actimetry system for monitoring alzheimer's patients, International Conference on Wearable Micro and Nano Technologies for Personalised Health, 2011. ,
Behaviour monitoring of the elderly by trajectories analysis, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology, pp.2230-2233, 2010. ,
DOI : 10.1109/IEMBS.2010.5627371
Estève, « Remote monitoring platform for prevention and detection of elderly deviant behaviour, 3rd international Conference: EMedical Systems, 2010. ,
Connectivity for the indoor and outdoor elderly people safety management: an example from our current project, Chalkidiki (Grece), pp.28-29, 2010. ,