@article{(Open Science Index):https://publications.waset.org/pdf/12298, title = {Quality of Service Evaluation using a Combination of Fuzzy C-Means and Regression Model}, author = {Aboagela Dogman and Reza Saatchi and Samir Al-Khayatt}, country = {}, institution = {}, abstract = {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.}, journal = {International Journal of Electrical and Computer Engineering}, volume = {6}, number = {1}, year = {2012}, pages = {62 - 69}, ee = {https://publications.waset.org/pdf/12298}, url = {https://publications.waset.org/vol/61}, bibsource = {https://publications.waset.org/}, issn = {eISSN: 1307-6892}, publisher = {World Academy of Science, Engineering and Technology}, index = {Open Science Index 61, 2012}, }