%0 Journal Article %A Aboagela Dogman and Reza Saatchi and Samir Al-Khayatt %D 2012 %J International Journal of Electrical and Computer Engineering %B World Academy of Science, Engineering and Technology %I Open Science Index 61, 2012 %T Quality of Service Evaluation using a Combination of Fuzzy C-Means and Regression Model %U https://publications.waset.org/pdf/12298 %V 61 %X In this study, a network quality of service (QoS) evaluation system was proposed. The system used a combination of fuzzy C-means (FCM) and regression model to analyse and assess the QoS in a simulated network. Network QoS parameters of multimedia applications were intelligently analysed by FCM clustering algorithm. The QoS parameters for each FCM cluster centre were then inputted to a regression model in order to quantify the overall QoS. The proposed QoS evaluation system provided valuable information about the network-s QoS patterns and based on this information, the overall network-s QoS was effectively quantified. %P 62 - 69