Globalization has resulted in increases air transportation demand and passenger traffic. With the traffic, airports face challenges related to infrastructure, services, future development. Air traffic forecasting is essential ensuring appropriate investment airports. In this study, we combined fuzzy theory with support vector regression (SVR) develop a SVR (FSVR) model for international airport...