| CMARS: a new contribution to nonparametric regression with multivariate adaptive regression splines supported by continuous optimization GW Weber, I Batmaz, G Köksal, P Taylan, F Yerlikaya-Özkurt Inverse Problems in Science and Engineering 20 (3), 371-400, 2012 | 181 | 2012 |
| New approaches to regression by generalized additive models and continuous optimization for modern applications in finance, science and technology P Taylan, GW Weber, A Beck Optimization 56 (5-6), 675-698, 2007 | 127 | 2007 |
| A new approach to multivariate adaptive regression splines by using Tikhonov regularization and continuous optimization P Taylan, GW Weber, F Yerlikaya Özkurt Top 18, 377-395, 2010 | 64 | 2010 |
| 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 | 48 | 2011 |
| Optimization of gene-environment networks in the presence of errors and uncertainty with Chebychev approximation GW Weber, P Taylan, SZ Alparslan-Gök, S Özöğür-Akyüz, ... Top 16, 284-318, 2008 | 48 | 2008 |
| On optimization, dynamics and uncertainty: a tutorial for gene-environment networks GW Weber, Ö Uğur, P Taylan, A Tezel Discrete Applied Mathematics 157 (10), 2494-2513, 2009 | 47 | 2009 |
| Continuous optimization applied in MARS for modern applications in finance, science and technology P Taylan, GW Weber, F Yerlikaya ISI Proceedings of 20th mini-EURO conference continuous optimization and …, 2008 | 46 | 2008 |
| Mathematical contributions to dynamics and optimization of gene-environment networks GW Weber, A Tezel, P Taylan, A Soyler, M Cetin Optimization 57 (2), 353-377, 2008 | 44 | 2008 |
| New approaches to regression in financial mathematics by additive models P Taylan, GW Weber Вычислительные технологии 12 (2), 3-22, 2007 | 29 | 2007 |
| 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 | 25 | 2010 |
| Predicting default probabilities with generalized additive models for emerging markets A Iscanoglu, GW Weber, P Taylan Invited Lecture, graduate summer school on new advances in statistics, METU, 2007 | 21 | 2007 |
| An approach to the mean shift outlier model by Tikhonov regularization and conic programming P Taylan, F Yerlikaya-Özkurt, GW Weber Intelligent Data Analysis 18 (1), 79-94, 2014 | 19 | 2014 |
| 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 48 (13-15), 2421-2440, 2021 | 17 | 2021 |
| Organization in finance prepared by stochastic differential equations with additive and nonlinear models and continuous optimization P Taylan, GW Weber Organizacija 41 (5), 185-193, 2008 | 15 | 2008 |
| Approximation of stochastic differential equations by additive models using splines and conic programming P Taylan, GW Weber, NN Urgan Statistics 13 (2), 689-705, 1985 | 14 | 1985 |
| Financial regression and organization GW Weber, P Taylan, K Yıldırak, ZK Görgülü Special Issue on Optimization in Finance, DCDIS-B 17 (16), 149-174, 2010 | 13 | 2010 |
| Multivariate adaptive regression spline and continuous optimization for modern applications in science, economy and techology P Taylan, GW Weber METU Institute of Applied Mathematics, Preprints, 2007 | 13 | 2007 |
| Statistical learning and optimization methods in data mining GW Weber, P Taylan, S Ozogur, B Akteke-Ozturk Recent Advances in Statistics, Turkish Statistical Institute Press, Ankara …, 2007 | 12 | 2007 |
| Parameter estimation in stochastic differential equations GW Weber, P Taylan, ZK Görgülü, HA Rahman, A Bahar Dynamics, Games and Science II: DYNA 2008, in Honor of Maurício Peixoto and …, 2011 | 11 | 2011 |
| Mathematical and data mining contributions to dynamics and optimization of gene-environment networks P Taylan, B Akteke-Ozturk Int. J. Theor. Phys 4, 115-146, 2007 | 10 | 2007 |
