Yazar "Yüksel, Mehmet Emin" için listeleme
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Application of Deep Neural Networks for Disease Diagnosis Through Medical Data Sets
Baştürk, Alper; Badem, Hasan; Çalışkan, Abdullah; Yüksel, Mehmet Emin (Springer Science and Business Media Deutschland GmbH, 2019)In this chapter, a novel classification methodology for medical disease diagnosis is proposed. The proposed classification operator comprises a stacked autoencoder network cascaded with a softmax layer. The classifier is ... -
A new hybrid optimization method combining artificial bee colony and limited-memory BFGS algorithms for efficient numerical optimization
Badem, Hasan; Baştürk, Alper; Çalışkan, Abdullah; Yüksel, Mehmet Emin (Elsevier Science, 2018)In this paper, a new optimization method, which is developed especially for optimization of functions with a large number of local minima, is presented. The proposed method is a hybrid optimization algorithm which employs ...
