Yazar "Özmen, Ayşe" için Fen - Edebiyat Fakültesi listeleme

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Advanced Regression Models for Complex Regulatory Systems with Applications: CMARS versus MARS

Özlem, Defterli; Özmen, Ayşe (American Institute of Mathematical Science, 2018)

Mathematical models are important not only to provide a better understanding for the underlying dynamics of huge systems, whose components are highly correlated, but also enables us to interpret their future behavior and ...
Fuzzy prediction strategies for gene-environment networks - fuzzy regression analysis for two-modal regulatory systems

Kropat, Erik; Özmen, Ayşe; Weber, Gerhard-Wilhelm; Meyer-Nieberg, Silja; Defterli, Özlem (EDP Sciences, 2016-04)

Target-environment networks provide a conceptual framework for the analysis and prediction of complex regulatory systems such as genetic networks, eco-finance networks or sensor-target assignments. These evolving networks ...
The new robust conic GPLM method with an application to finance: prediction of credit default

Özmen, Ayşe; Weber, Gerhard-Wilhelm; Çavuşoğlu, Zehra; Defterli, Özlem (Springer, 2013-06)

This paper contributes to classification and identification in modern finance through advanced optimization. In the last few decades, financial misalignments and, thereby, financial crises have been increasing in numbers ...

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