“…Smart home systems are generally installed and maintained in residential environments without any complexity and their components are either barely visible or almost invisible since the acceptance level of smart home automation systems is higher if invisible components are preferred (Gaddam, Mukhopadhyay and Gupta, 2010;Suryadevara and Mukhopadhyay, 2011). Thanks to smart homes, data collected by distributed sensor nodes and audio-visual based systems enable monitoring the daily activities of inhabitants and learning the personal activity patterns (Gaddam, Mukhopadhyay and Gupta, 2010;Suryadevara and Mukhopadhyay, 2011;Lê, Nguyen and Barnett, 2012;Tuna, Daş and Tuna, 2015;Daş, Tuna and Tuna, 2015). As soon as the monitored patterns deviate from the patterns accepted as normal, an alert is generated to let both healthcare providers and family members take immediate actions (Jin Wang et al, 2014;Moutacalli et al, 2013;Jalal and Kamal, 2014;Jovanov et al, 2003).…”