How smart are our environments? An updated look at the state of the art
Pervasive and Mobile Computing
Data visualisation and data mining technology for supporting care for older people
Proceedings of the 9th international ACM SIGACCESS conference on Computers and accessibility
Home monitoring using wearable radio frequency transmitters
Artificial Intelligence in Medicine
An Integrated Approach to Context Specification and Recognition in Smart Homes
ICOST '08 Proceedings of the 6th international conference on Smart Homes and Health Telematics
Using Technology to Enhance Aging in Place
ICOST '08 Proceedings of the 6th international conference on Smart Homes and Health Telematics
Modelling of Behavioural Patterns for Abnormality Detection in the Context of Lifestyle Reassurance
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
Hallym Jikimi 3rd system: web-based monitoring for u-health care service
Proceedings of the 4th International Conference on Persuasive Technology
Review: Ambient intelligence: Technologies, applications, and opportunities
Pervasive and Mobile Computing
An Active Classification System for Context Representation and Acquisition
Proceedings of the 2007 conference on Advances in Ambient Intelligence
CDL: an Integrated Framework for Context Specification and Recognition
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
Fuzzy Logic in Exploring Data Effects: A Way to Unveil Uncertainty in EEG Feedback
ICDHM '09 Proceedings of the 2nd International Conference on Digital Human Modeling: Held as Part of HCI International 2009
Annotating smart environment sensor data for activity learning
Technology and Health Care - Smart Environments: Technology to Support Healthcare
A distributed architecture for symbolic data fusion
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Computer vision-based human body segmentation and posture estimation
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans - Special section: Best papers from the 2007 biometrics: Theory, applications, and systems (BTAS 07) conference
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Proactive remote healthcare based on multimedia and home automation services
CASE'09 Proceedings of the fifth annual IEEE international conference on Automation science and engineering
An environmental control HW/SW framework for daily living of elderly and disabled people
Telehealth/AT '08 Proceedings of the IASTED International Conference on Telehealth/Assistive Technologies
Improving smart environments with knowledge ecosystems
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III
Portable wireless sensors for object usage sensing in the home: challenges and practicalities
AmI'07 Proceedings of the 2007 European conference on Ambient intelligence
Introducing intelligence in electronic healthcare systems: state of the art and future trends
Artificial intelligence
Predicting air quality in smart environments
Journal of Ambient Intelligence and Smart Environments
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans - Special issue on recent advances in biometrics
Pervasive technologies for assistive environments: special issue of PETRA 2008 conference
Personal and Ubiquitous Computing
Affect-aware behaviour modelling and control inside an intelligent environment
Pervasive and Mobile Computing
Emotion recognition from EEG using higher order crossings
IEEE Transactions on Information Technology in Biomedicine - Special section on affective and pervasive computing for healthcare
FlexCon: robust context handling in human-oriented pervasive flows
OTM'11 Proceedings of the 2011th Confederated international conference on On the move to meaningful internet systems - Volume Part I
Ubiquitous intelligent sensing system for a smart home
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Automatic assessment of cognitive impairment through electronic observation of object usage
Pervasive'10 Proceedings of the 8th international conference on Pervasive Computing
Testing classifiers for embedded health assessment
ICOST'12 Proceedings of the 10th international smart homes and health telematics conference on Impact Ananlysis of Solutions for Chronic Disease Prevention and Management
Web usage mining for analysing elder self-care behavior patterns
Expert Systems with Applications: An International Journal
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
Dealing with uncertainty: Robust workflow navigation in the healthcare domain
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
Mining cluster-based patterns for elder self-care behavior
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
A home daily activity simulation model for the evaluation of lifestyle monitoring systems
Computers in Biology and Medicine
Forecasting the behavior of an elderly using wireless sensors data in a smart home
Engineering Applications of Artificial Intelligence
Learning a taxonomy of predefined and discovered activity patterns
Journal of Ambient Intelligence and Smart Environments
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With the rapid growth of the elderly population, there is a need to support the ability of elders to maintain an independent and healthy lifestyle in their homes rather than through more expensive and isolated care facilities. One approach to accomplish these objectives employs the concepts of ambient intelligence to remotely monitor an elder's activities and condition. The SmartHouse project uses a system of basic sensors to monitor a person's in-home activity; a prototype of the system is being tested within a subject's home. We examined whether the system could be used to detect behavioral patterns and report the results in this paper. Mixture models were used to develop a probabilistic model of behavioral patterns. The results of the mixture-model analysis were then evaluated by using a log of events kept by the occupant.