5 citations · 6 across the 3 of their papers we have counts for
3 papers
eess.IV2021★ 1 cited
COVID-19 Detection in Computed Tomography Images with 2D and 3D Approaches
Sara Atito Ali Ahmed, Mehmet Can Yavuz, Mehmet Umut Sen +9
Detecting COVID-19 in computed tomography (CT) or radiography images has been proposed as a supplement to the definitive RT-PCR test. We present a deep learning ensemble for detect…
cs.NE2013
Deep neural networks for single channel source separation
Emad M. Grais, Mehmet Umut Sen, Hakan Erdogan
In this paper, a novel approach for single channel source separation (SCSS) using a deep neural network (DNN) architecture is introduced. Unlike previous studies in which DNN and o…
cs.LG2011★ 5 cited
Max-Margin Stacking and Sparse Regularization for Linear Classifier Combination and Selection
Mehmet Umut Sen, Hakan Erdogan
The main principle of stacked generalization (or Stacking) is using a second-level generalizer to combine the outputs of base classifiers in an ensemble. In this paper, we investig…