On the foundations of parameter estimation for generalized partial linear models with B-splines and continuous optimization. - Pakize Taylan; Gerhard-Wilhelm Weber; Lian Liu; Fatma Yerlikaya-Özkurt (Comput. Math. Appl., 2010)

CMARS and GAM & CQP - Modern optimization methods applied to international credit default prediction. - Özge Sezgin Alp; Erkan Büyükbebeci; Aysegül Iscanoglu Çekiç; Fatma Yerlikaya-Özkurt; Pakize Taylan; Gerhard-Wilhelm Weber (J. Comput. Appl. Math., 2011)

An approach to the mean shift outlier model by Tikhonov regularization and conic programming. - Pakize Taylan; Fatma Yerlikaya-Özkurt; Gerhard-Wilhelm Weber (Intell. Data Anal., 2014)

Estimation of the Hurst parameter for fractional Brownian motion using the CMARS method. - Fatma Yerlikaya-Özkurt; Ceren Vardar-Acar; Yeliz Yolcu-Okur; Gerhard-Wilhelm Weber (J. Comput. Appl. Math., 2014)

A computational approach to nonparametric regression: bootstrapping CMARS method. - Ceyda Yazici; Fatma Yerlikaya-Özkurt; Inci Batmaz (Mach. Learn., 2015)

A Hybrid Computational Method Based on Convex Optimization for Outlier Problems: Application to Earthquake Ground Motion Prediction. - Fatma Yerlikaya-Özkurt; Aysegül Askan; Gerhard-Wilhelm Weber (Informatica, 2016)

The number of failed components in series-parallel system and its application to optimal design. - Serkan Eryilmaz; Fatma Yerlikaya-Özkurt; Turan Erman Erkan (Comput. Ind. Eng., 2020)

New computational methods for classification problems in the existence of outliers based on conic quadratic optimization. - Fatma Yerlikaya-Özkurt; Pakize Taylan (Commun. Stat. Simul. Comput., 2020)

cmaRs: A powerful predictive data mining package in R. - Fatma Yerlikaya-Özkurt; Ceyda Yazici; Inci Batmaz (SoftwareX, 2023)