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Browsing MÜHENDİSLİK FAKÜLTESİ by Author

Browsing MÜHENDİSLİK FAKÜLTESİ by Author "Güzeliş, Cüneyt"

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A new facial expression recognition based on curvelet transform and online sequential extreme learning machine initialized with spherical clustering

Uçar, Ayşegül; Demir, Yakup; Güzeliş, Cüneyt (2016-01-01)

In this paper, a novel algorithm is proposed for facial expression recognition by integrating curvelet transform and online sequential extreme learning machine (OSELM) with radial basis function (RBF) hidden node having ...
A penalty function method for designing efficient robust classifiers with input space optimal separating surfaces

Uçar, Ayşegül; Demir, Yakup; Güzeliş, Cüneyt (2014-01-01)

This paper considers robust classification as a constrained optimization problem. Where the constraints are nonlinear, inequalities defining separating surfaces, whose half spaces include or exclude the data depending on ...

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