Fatma Yerlikaya–Özkurt

CMARS: a new contribution to nonparametric regression with multivariate adaptive regression splines supported by continuous optimization

Gerhard‐Wilhelm Weber, İnci Batmaz, Gülser Köksal et al. · Inverse Problems in Science and Engineering · 2011 · 151 citations · Full text

Mathematical Programming, Statistical Method, Engineering +19

On the foundations of parameter estimation for generalized partial linear models with B-splines and continuous optimization

Pakize Taylan, Gerhard‐Wilhelm Weber, Lian Liu et al. · Computers & Mathematics with Applications · 2010 · 25 citations · Full text

An alternative approach to the ground motion prediction problem by a non-parametric adaptive regression method

Fatma Yerlikaya–Özkurt, Ayşegül Askan, Gerhard‐Wilhelm Weber · Engineering Optimization · 2014 · 25 citations · Full text

Estimation of the Hurst parameter for fractional Brownian motion using the CMARS method

Fatma Yerlikaya–Özkurt, Ceren Vardar-Acar, Y. Yolcu-Okur et al. · Journal of Computational and Applied Mathematics · 2013 · 22 citations · Full text

Fractional Brownian Motion, Parameter Estimation, Engineering +9

A new outlier detection method based on convex optimization: application to diagnosis of Parkinson’s disease

Pakize Taylan, Fatma Yerlikaya–Özkurt, Burcu Bilgiç Uçak et al. · Journal of Applied Statistics · 2020 · 20 citations · Full text