Statistical models for unobtrusively detecting abnormal periods of inactivity in older adults

    User Modeling and User-Adapted Interaction, Volume 25, Issue 3, 2015.

    Cited by: 15|Bibtex|Views15|Links
    EI
    Keywords:
    Behaviour modelingAnomaly detectionLong-tailed distributionParametric methodsIn-home monitoring systems

    Abstract:

    The number of elderly people requiring different levels of care in their home has increased in recent times, with further increases expected. User studies show that the main concern of elderly people and their families is “fall detection and safe movement in the house”, while eschewing intrusive monitoring devices. We view abnormally long...More

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