Ayse Özmen

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 7

Top Topics

Regression Model

Inherent Uncertainty

Portfolio Optimization

Top Venues

Ann. Oper. Res.

Central Eur. J. Oper. Res.

RAIRO Oper. Res.

J. Comput. Appl. Math.

Publications

Ayse Özmen
Sparse regression modeling for short- and long-term natural gas demand prediction. Ann. Oper. Res. 322 (2) (2023)
Ayse Özmen, Yuriy Zinchenko, Gerhard-Wilhelm Weber
Robust multivariate adaptive regression splines under cross-polytope uncertainty: an application in a natural gas market. Ann. Oper. Res. 324 (1) (2023)
Betül Kalayci, Ayse Özmen, Gerhard-Wilhelm Weber
Mutual relevance of investor sentiment and finance by modeling coupled stochastic systems with MARS. Ann. Oper. Res. 295 (1) (2020)
Magdalena Graczyk-Kucharska, Ayse Özmen, Maciej Szafranski, Gerhard-Wilhelm Weber, Marek Golinski, Malgorzata Spychala
Knowledge accelerator by transversal competences and multivariate adaptive regression splines. Central Eur. J. Oper. Res. 28 (2) (2020)
Gamze Nalcaci, Ayse Özmen, Gerhard-Wilhelm Weber
Long-term load forecasting: models based on MARS, ANN and LR methods. Central Eur. J. Oper. Res. 27 (4) (2019)
Güray Kara, Ayse Özmen, Gerhard-Wilhelm Weber
Stability advances in robust portfolio optimization under parallelepiped uncertainty. Central Eur. J. Oper. Res. 27 (1) (2019)
Erik Kropat, Ayse Özmen, Gerhard-Wilhelm Weber, Silja Meyer-Nieberg, Ozlem Defterli
Fuzzy prediction strategies for gene-environment networks - Fuzzy regression analysis for two-modal regulatory systems. RAIRO Oper. Res. 50 (2) (2016)
Ayse Özmen, Gerhard-Wilhelm Weber
RMARS: Robustification of multivariate adaptive regression spline under polyhedral uncertainty. J. Comput. Appl. Math. 259 (2014)
Ayse Özmen, Erik Kropat, Gerhard-Wilhelm Weber
Spline regression models for complex multi-modal regulatory networks. Optim. Methods Softw. 29 (3) (2014)
Ayse Özmen, Gerhard-Wilhelm Weber, Zehra Çavusoglu, Özlem Defterli
The new robust conic GPLM method with an application to finance: prediction of credit default. J. Glob. Optim. 56 (2) (2013)
Miray Hanim Yildirim, Ayse Özmen, Özlem Türker Bayrak, Gerhard-Wilhelm Weber
Electricity Price Modelling for Turkey. OR (2011)