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Fatma Yerlikaya–Özkurt

Observed names: F. Yerlikaya-Ozkurt, F. Yerlikaya-Özkurt, Fatma Yerlikaya-Ozkurt, Fatma Yerlikaya-Özkurt, Fatma Yerlikaya-Özkurt
Institution: Atilim University
ORCID: 0000-0002-4747-8461
Observed ORCID: 0000-0002-4747-8461
OpenAlex ID: A5050024166
CMARS: a new contribution to nonparametric regression with multivariate adaptive regression splines supported by continuous optimization
2011 · Gerhard-Wilhelm Weber, İnci Batmaz, et al. · Inverse Problems in Science and Engineering · 159
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An alternative approach to the ground motion prediction problem by a non-parametric adaptive regression method
2014 · Fatma Yerlikaya-Özkurt, Aysegul Askan, et al. · Engineering Optimization · 30
On the foundations of parameter estimation for generalized partial linear models with B-splines and continuous optimization
2010 · Pakize Taylan, Gerhard-Wilhelm Weber, et al. · Computers & Mathematics with Applications · 28
Estimation of the Hurst parameter for fractional Brownian motion using the CMARS method
2013 · F. Yerlikaya-Özkurt, C. Vardar-Acar, et al. · Journal of Computational and Applied Mathematics · 25
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A new outlier detection method based on convex optimization: application to diagnosis of Parkinson’s disease
2020 · Pakize Taylan, Fatma Yerlikaya-Özkurt, et al. · Journal of Applied Statistics · 24
A computational approach to nonparametric regression: bootstrapping CMARS method
2015 · Ceyda Yazıcı, Fatma Yerlikaya-Özkurt, et al. · Machine Learning · 18
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A Review and New Contribution on Conic Multivariate Adaptive Regression Splines (CMARS): A Powerful Tool for Predictive Data Mining
2014 · Fatma Yerlikaya-Özkurt, İnci Batmaz, et al. · Springer proceedings in mathematics & statistics · 16
Modeling the mood state on thermal sensation with a data mining algorithm and testing the accuracy of mood state correction factor
2024 · Fatma Yerlikaya-Özkurt, Mehmet Furkan Özbey, et al. · New Ideas in Psychology · 15
A Hybrid Computational Method Based on Convex Optimization for Outlier Problems: Application to Earthquake Ground Motion Prediction
2016 · Fatma Yerlikaya-Özkurt, Aysegul Askan, et al. · Informatica · 14
Strategic Electricity Production Planning of Turkey via Mixed Integer Programming Based on Time Series Forecasting
2023 · Gökay Yörük, Ugur Bac, et al. · Mathematics · 12
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An approach to the mean shift outlier model by Tikhonov regularization and conic programming
2014 · Pakize Taylan, Fatma Yerlikaya-Özkurt, et al. · Intelligent Data Analysis · 11
Prediction of potential seismic damage using classification and regression trees: a case study on earthquake damage databases from Turkey
2020 · Fatma Yerlikaya-Özkurt, Aysegul Askan · Natural Hazards · 9
New computational methods for classification problems in the existence of outliers based on conic quadratic optimization
2019 · Fatma Yerlikaya-Özkurt, Pakize Taylan · Communications in Statistics - Simulation and Computation · 9
Evaluating the Cmars Performance for Modeling Non-linearities
2010 · İnci Batmaz, Fatma Yerlikaya-Özkurt, et al. · AIP conference proceedings · 7
Modeling of kappa factor using multivariate adaptive regression splines: application to the western Türkiye ground motion dataset
2024 · Tevfik Özgür Kurtulmuş, Fatma Yerlikaya–Özkurt, et al. · Natural Hazards · 5
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A novel comparison of shrinkage methods based on multi criteria decision making in case of multicollinearity
2024 · Șevval Kılıçoğlu, Fatma Yerlikaya-Özkurt · Journal of Industrial and Management Optimization · 5
cmaRs: A powerful predictive data mining package in R
2023 · Fatma Yerlikaya-Özkurt, Ceyda Yazıcı, et al. · SoftwareX · 4
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Spline based sparseness and smoothness for partially nonlinear model via C-fused Lasso
2024 · Pakize Taylan, Fatma Yerlikaya-Özkurt, et al. · Journal of Industrial and Management Optimization · 2
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Enhancing classification modeling through feature selection and smoothness: A conic-fused lasso approach integrated with mean shift outlier modelling
2024 · Fatma Yerlikaya-Özkurt, Pakize Taylan · Journal of Dynamics and Games · 2
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Estimation in the partially nonlinear model by continuous optimization
2020 · Fatma Yerlikaya-Özkurt, Pakize Taylan, et al. · Journal of Applied Statistics · 2
cmaRs: Implementation of the Conic Multivariate Adaptive Regression Splines in R
2021 · Fatma Yerlikaya-Ozkurt, Ceyda Yazici, et al. · 1
Evaluation of Multivariate Adaptive Regression Splines for Prediction of Kappa Factor in Western Türkiye
2024 · T. O. Kurtulmus, F. Yerlikaya-Ozkurt, et al. · Lecture notes in civil engineering
Comparison of Field Survey-Based Macroseismic Intensity Map and Numerical Macroseismic Intensity Maps Using MARS and Multiple Regression Methods for 6th of February 2023 Kahramanmaraş Earthquakes
2024 · Kubilay Albayrak, Ayşegül Askan, et al. · Lecture notes in civil engineering
Implementation of the Conic Multivariate Adaptive Regression Splines in R [R package cmaRs version 0.1.1]
2021 · Fatma Yerlikaya–Özkurt, Ceyda Yazici, et al.
Implementation of the Conic Multivariate Adaptive Regression Splines in R [R package cmaRs version 0.1.0]
2021 · Fatma Yerlikaya–Özkurt, Ceyda Yazici, et al.
Works count: 25
Citation count: 398
H-index: 11
I10-index: 11
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