Pakize Taylan

CMARS: a new contribution to nonparametric regression with multivariate adaptive regression splines supported by continuous optimization

Gerhard‐Wilhelm Weber, İnci Batmaz, Gülser Köksal et al. · Inverse Problems in Science and Engineering · 2011 · 151 citations · Full text

Mathematical Programming, Statistical Method, Engineering +19

New approaches to regression by generalized additive models and continuous optimization for modern applications in finance, science and technology

Pakize Taylan, Gerhard‐Wilhelm Weber, Amir Beck · Optimization · 2007 · 79 citations · Full text

Engineering, Machine Learning, New Approaches +17

A new approach to multivariate adaptive regression splines by using Tikhonov regularization and continuous optimization

Pakize Taylan, Gerhard‐Wilhelm Weber, Fatma Yerlikaya Özkurt · Top · 2010 · 58 citations · Full text

Continuous Optimization, Tikhonov Regularization, Statistical Inference +8

CMARS and GAM & CQP—Modern optimization methods applied to international credit default prediction

Özge Sezgin, Erkan Büyükbebeci, Ayşegül İşcanog ̃lu Çekiç et al. · Journal of Computational and Applied Mathematics · 2010 · 36 citations · Full text

On optimization, dynamics and uncertainty: A tutorial for gene-environment networks

Gerhard‐Wilhelm Weber, Ömür Uğur, Pakize Taylan et al. · Discrete Applied Mathematics · 2008 · 32 citations · Full text