| RCMARS: Robustification of CMARS with different scenarios under polyhedral uncertainty set A Özmen, GW Weber, İ Batmaz, E Kropat Communications in Nonlinear Science and Numerical Simulation 16 (12), 4780-4787, 2011 | 143 | 2011 |
| Long-term load forecasting: models based on MARS, ANN and LR methods G Nalcaci, A Özmen, GW Weber Central European Journal of Operations Research 27, 1033-1049, 2019 | 121 | 2019 |
| Stability advances in robust portfolio optimization under parallelepiped uncertainty G Kara, A Özmen, GW Weber Central European Journal of Operations Research 27, 241-261, 2019 | 107 | 2019 |
| Natural gas consumption forecast with MARS and CMARS models for residential users A Özmen, Y Yılmaz, GW Weber Energy Economics 70, 357-381, 2018 | 102 | 2018 |
| Robust optimization in spline regression models for multi-model regulatory networks under polyhedral uncertainty A Özmen, E Kropat, GW Weber Optimization 66 (12), 2135-2155, 2017 | 97 | 2017 |
| RMARS: Robustification of multivariate adaptive regression spline under polyhedral uncertainty A Özmen, GW Weber Journal of Computational and Applied Mathematics 259, 914-924, 2014 | 75 | 2014 |
| Precipitation modeling by polyhedral RCMARS and comparison with MARS and CMARS A Özmen, İ Batmaz, GW Weber Environmental Modeling & Assessment 19, 425-435, 2014 | 50 | 2014 |
| The new robust conic GPLM method with an application to finance: prediction of credit default A Özmen, GW Weber, Z Çavuşoğlu, Ö Defterli Journal of Global Optimization 56, 233-249, 2013 | 49 | 2013 |
| The new robust CMARS (RCMARS) method A Özmen, GW Weber, İ Batmaz vectors 1, 362-368, 2010 | 49 | 2010 |
| Fuzzy prediction strategies for gene-environment networks–Fuzzy regression analysis for two-modal regulatory systems E Kropat, A Özmen, GW Weber, S Meyer-Nieberg, O Defterli RAIRO-Operations Research-Recherche Opérationnelle 50 (2), 413-435, 2016 | 44 | 2016 |
| Robust conic quadratic programming applied to quality improvement-A robustification of CMARS A Özmen Middle East Technical University, 2010 | 42 | 2010 |
| Mutual relevance of investor sentiment and finance by modeling coupled stochastic systems with MARS B Kalaycı, A Özmen, GW Weber Annals of Operations Research 295 (1), 183-206, 2020 | 39 | 2020 |
| Predicting default probabilities in emerging markets by new conic generalized partial linear models and their optimization GW Weber, Z Çavuşoğlu, A Özmen Optimization 61 (4), 443-457, 2012 | 37 | 2012 |
| ROBUST OPTIMIZATION OF SPLINE MODELS AND COMPLEX REGULATORY NETWORKS: Theory, Methods and... Applications AYE OZMEN SPRINGER, 2016 | 34* | 2016 |
| Spline regression models for complex multi-modal regulatory networks A Özmen, E Kropat, GW Weber Optimization Methods and Software 29 (3), 515-534, 2014 | 34 | 2014 |
| Knowledge accelerator by transversal competences and multivariate adaptive regression splines M Graczyk-Kucharska, A Özmen, M Szafrański, GW Weber, M Golińśki, ... Central European Journal of Operations Research 28, 645-669, 2020 | 33 | 2020 |
| Inversion of top of atmospheric reflectance values by conic multivariate adaptive regression splines S Kuter, GW Weber, Z Akyürek, A Özmen Inverse Problems in Science and Engineering 23 (4), 651-669, 2015 | 30 | 2015 |
| Robust conic generalized partial linear models using RCMARS method-A robustification of CGPLM A Özmen, GW Weber AIP conference proceedings 1499 (1), 337-343, 2012 | 28 | 2012 |
| Electricity price modelling for Turkey MH Yıldırım, A Özmen, ÖT Bayrak, GW Weber Operations Research Proceedings 2011: Selected Papers of the International …, 2012 | 27 | 2012 |
| A new robust optimization tool applied on financial data A Özmen, GW Weber, A Karimov Pacific Journal of Optimization 9 (3), 535-552, 2013 | 21 | 2013 |
