INSTITUTIONAL DIGITAL REPOSITORY

Browsing by Author "Cook, D.J."

Browsing by Author "Cook, D.J."

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  • One-class classification-based real-time activity error detection in smart homes 
    Das, B.; Cook, D.J.; Krishnan, N.C.; Schmitter-Edgecombe, M. (2016-11-17)
    Caring for individuals with dementia is frequently associated with extreme physical and emotional stress, which often leads to depression. Smart home technology and advances in machine learning techniques can provide ...
  • RACOG and wRACOG: Two probabilistic oversampling techniques 
    Das, B.; Krishnan, N.C.; Cook, D.J. (2016-11-19)
    As machine learning techniques mature and are used to tackle complex scientific problems, challenges arise such as the imbalanced class distribution problem, where one of the target class labels is under-represented in ...