Fatma Yerlikaya-Özkurt
Fatma Yerlikaya-Özkurt
Potvrđena adresa e-pošte na atilim.edu.tr
Naslov
Citirano
Citirano
Godina
CMARS: a new contribution to nonparametric regression with multivariate adaptive regression splines supported by continuous optimization
GW Weber, İ Batmaz, G Köksal, P Taylan, F Yerlikaya-Özkurt
Inverse Problems in Science and Engineering 20 (3), 371-400, 2012
1452012
A new approach to multivariate adaptive regression splines by using Tikhonov regularization and continuous optimization
P Taylan, GW Weber, FY Özkurt
Top 18 (2), 377-395, 2010
552010
CMARS and GAM & CQP—modern optimization methods applied to international credit default prediction
ÖS Alp, E Büyükbebeci, A İşcanog, FY Özkurt, P Taylan, GW Weber
Journal of computational and applied mathematics 235 (16), 4639-4651, 2011
402011
Estimation of the Hurst parameter for fractional Brownian motion using the CMARS method
F Yerlikaya-Özkurt, C Vardar-Acar, Y Yolcu-Okur, GW Weber
Journal of Computational and Applied Mathematics 259, 843-850, 2014
222014
On the foundations of parameter estimation for generalized partial linear models with B-splines and continuous optimization
P Taylan, GW Weber, L Liu, F Yerlikaya-Özkurt
Computers & Mathematics with Applications 60 (1), 134-143, 2010
182010
An alternative approach to the ground motion prediction problem by a non-parametric adaptive regression method
F Yerlikaya-Özkurt, A Askan, GW Weber
Engineering Optimization 46 (12), 1651-1668, 2014
162014
An approach to the mean shift outlier model by Tikhonov regularization and conic programming
P Taylan, F Yerlikaya-Oezkurt, GW Weber
Intelligent Data Analysis 18 (1), 79-94, 2014
132014
A computational approach to nonparametric regression: bootstrapping CMARS method
F Yerlikaya-Özkurt, İ Batmaz
Machine Learning 101 (1), 211-230, 2015
122015
A review and new contribution on conic multivariate adaptive regression splines (CMARS): a powerful tool for predictive data mining
F Yerlikaya-Özkurt, İ Batmaz, GW Weber
Modeling, Dynamics, Optimization and Bioeconomics I, 695-722, 2014
102014
A hybrid computational method based on convex optimization for outlier problems: Application to earthquake ground motion prediction
F Yerlikaya-Özkurt, A Askan, GW Weber
Informatica 27 (4), 893-910, 2016
82016
Evaluating the CMARS performance for modeling non‐linearities
İ Batmaz, F Yerlikaya‐Özkurt, E Kartal‐Koç, G Köksal, GW Weber
AIP Conference Proceedings 1239 (1), 351-357, 2010
72010
New computational methods for classification problems in the existence of outliers based on conic quadratic optimization
F Yerlikaya-Özkurt, P Taylan
Communications in Statistics-Simulation and Computation 49 (3), 753-770, 2020
52020
A new approach to adaptive spline threshold autoregression by using Tikhonov regularization and continuous optimization
S Yalaz, P Taylan, FY Özkurt
Journal of Statistics and Management Systems 22 (6), 1127-1142, 2019
22019
Refinements, extensions and modern applications of conic multivariate adaptive regression splines
F Yerlikaya Özkurt
Middle East Technical University, 2013
22013
An approach to mean shift outlier model (MSOM) by Tikhonov regularization and conic programming
P Taylan, F Yerlikaya-Özkurt, GW Weber
Preprint at IAM, METU, Submitted to Intelligent Data Analysis guest (eds.), 2011
22011
A new outlier detection method based on convex optimization: application to diagnosis of Parkinson’s disease
P Taylan, F Yerlikaya-Özkurt, B Bilgic Ucak, GW Weber
Journal of Applied Statistics, 1-20, 2020
12020
Estimation in the partially nonlinear model by continuous optimization
F Yerlikaya-Özkurt, P Taylan, M Tez
Journal of Applied Statistics, 1-21, 2020
2020
Prediction of potential seismic damage using classification and regression trees: a case study on earthquake damage databases from Turkey
F Yerlikaya-Özkurt, A Askan
Natural Hazards 103 (3), 3163-3180, 2020
2020
Analyzing Housing Market Dynamics using Linear and non-Parametric Models
B Yılmaz, F Yerlikaya Özkurt, AS Kestel
2018
Finansal, Ekonomik ve Çevresel Süreçlere yönelik Atlamalı Stokastik Hibrit Sistemlerin Tanımlanması, Optimizasyonu ve Kontrolü
GW Weber, S Kuter, A Özmen, NS Aydın, E Kürüm, F Yerlikaya-Özkurt, ...
2014
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