Browsing İnşaat Mühendisliği-Makale Koleksiyonu by Author "Samui, Pijush"

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Modeling of tensile strength of rocks materials based on support vector machines approaches

Ceryan, Nurcihan; Okkan, Umut; Samui, Pijush; Ceryan, Şener (Wiley, 2013)

In the predicting of geological variables, artificial neural networks (ANNs) have some drawbacks including possibility of getting trapped in local minima, over training, subjectivity in the determining of model parameters ...
Modeling of watershed runoff using discrete wavelet transform and support vector machines

Okkan, Umut; Samui, Pijush (Parlar Scientific Publications (P S P), 2012)

In this study, hybrid models are proposed for watershed runoff forecasting by discrete wavelet transform (DWT) and support vector machines approaches. Standard support vector machines (SVM) and least squares version of ...