Robust Regression Metamodelling of Complex Systems: The Case of Solid Rocket Motor Performance Metamodelling. - Elçin Kartal-Koç; Inci Batmaz; Gerhard-Wilhelm Weber (Advances in Intelligent Modelling and Simulation, 2012)

Restructuring forward step of MARS algorithm using a new knot selection procedure based on a mapping approach. - Elçin Kartal-Koç; Cem Iyigun (J. Glob. Optim., 2014)

Efficient adaptive regression spline algorithms based on mapping approach with a case study on finance. - Elçin Kartal-Koç; Cem Iyigun; Inci Batmaz; Gerhard-Wilhelm Weber (J. Glob. Optim., 2014)

Model selection in multivariate adaptive regression splines (MARS) using information complexity as the fitness function. - Elçin Kartal-Koç; Hamparsum Bozdogan (Mach. Learn., 2015)

A data mining application to deposit pricing: Main determinants and prediction models. - Inci Batmaz; Seza Danisoglu; Ceyda Yazici; Elçin Kartal-Koç (Appl. Soft Comput., 2017)