A novel approach to isolated word recognition. - Mehmet Bilginer Gülmezoglu; Vakif Dzhafarov; Mustafa Keskin; Atalay Barkana (IEEE Trans. Speech Audio Process., 1999)

The common vector approach and its relation to principal component analysis. - Mehmet Bilginer Gülmezoglu; Vakif Dzhafarov; Atalay Barkana (IEEE Trans. Speech Audio Process., 2001)

Improvements on common vector approach for multi class problems. - Rifat Edizkan; Mehmet Bilginer Gülmezoglu; Semih Ergin; Atalay Barkana (EUSIPCO, 2005)

Improvements on isolated word recognition using subspace methods. - Mehmet Bilginer Gülmezoglu; Rifat Edizkan; Semih Ergin; Atalay Barkana (EUSIPCO, 2005)

Face recognition using common matrix approach. - Ümit Çigdem Turhal; Mehmet Bilginer Gülmezoglu; Atalay Barkana (EUSIPCO, 2005)

Discriminative Common Vectors for Face Recognition. - Hakan Cevikalp; Marian Neamtu; D. Mitch Wilkes; Atalay Barkana (IEEE Trans. Pattern Anal. Mach. Intell., 2005)

Two dimensional (2D) subspace classifiers for image recognition. - Hakan Cevikalp; Hasan Serhan Yavuz; Atalay Barkana (EUSIPCO, 2006)

The common vector approach and its comparison with other subspace methods in case of sufficient data. - Mehmet Bilginer Gülmezoglu; Vakif Dzhafarov; Rifat Edizkan; Atalay Barkana (Comput. Speech Lang., 2007)

The Kernel Common Vector Method: A Novel Nonlinear Subspace Classifier for Pattern Recognition. - Hakan Cevikalp; Marian Neamtu; Atalay Barkana (IEEE Trans. Syst. Man Cybern. Part B, 2007)

Two-dimensional subspace classifiers for face recognition. - Hakan Cevikalp; Hasan Serhan Yavuz; Mehmet Atif Cay; Atalay Barkana (Neurocomputing, 2009)

Large margin classifiers based on affine hulls. - Hakan Cevikalp; Bill Triggs; Hasan Serhan Yavuz; Yalçin Küçük; Mahide Küçük; Atalay Barkana (Neurocomputing, 2010)

A fast method for the implementation of common vector approach. - Mehmet Koç; Atalay Barkana; Ömer Nezih Gerek (Inf. Sci., 2010)

Speeding up the scaled conjugate gradient algorithm and its application in neuro-fuzzy classifier training. - Bayram Cetisli; Atalay Barkana (Soft Comput., 2010)

A new solution to one sample problem in face recognition using FLDA. - Mehmet Koç; Atalay Barkana (Appl. Math. Comput., 2011)

Use of center of gravity with the common vector approach in isolated word recognition. - Mehmet Bilginer Gülmezoglu; Rifat Edizkan; Semih Ergin; Atalay Barkana (Expert Syst. Appl., 2011)

Application of the Discriminative Common Vector Approach to one sample problem. - Mehmet Koç; Atalay Barkana (SIU, 2012)

Modular common vector approach. - Mehmet Koç; Atalay Barkana (SIU, 2014)

Discriminative common vector approach based feature selection in face recognition. - Mehmet Koç; Atalay Barkana (Comput. Electr. Eng., 2014)

Application of Linear Regression Classification to low-dimensional datasets. - Mehmet Koç; Atalay Barkana (Neurocomputing, 2014)

On the realization of common matrix classifier using covariance tensors. - Semih Ergin; Ömer Nezih Gerek; Mehmet Bilginer Gülmezoglu; Atalay Barkana (Digit. Signal Process., 2015)

Use of gradient and normal vectors for face recognition. - Mehmet Koç; Semih Ergin; Mehmet Bilginer Gülmezoglu; Rifat Edizkan; Atalay Barkana (IET Image Process., 2020)

Are Deep Learning Classification Results Obtained on CT Scans Fair and Interpretable? - Mohamad M. A. Ashames; Ahmet Demir; Ömer Nezih Gerek; Mehmet Fidan; Mehmet Bilginer Gülmezoglu; Semih Ergin; Mehmet Koç; Atalay Barkana; Cuneyt Calisir (CoRR, 2023)

Low-Dose CT Image Enhancement Using Deep Learning. - Ahmet Demir; M. M. A. Shames; Ömer Nezih Gerek; Semih Ergin; Mehmet Fidan; Mehmet Koç; Mehmet Bilginer Gülmezoglu; Atalay Barkana; Cuneyt Calisir (CoRR, 2023)

Neural network representations for the inter- and intra-class common vector classifiers. - Rifat Edizkan; Atalay Barkana; Mehmet Koç; Mehmet Bilginer Gülmezoglu; Mohamad M. A. Ashames; Semih Ergin; Mehmet Fidan; Ahmet Demir; Cuneyt Calisir; Ömer Nezih Gerek (Digit. Signal Process., 2023)

Indifference subspace of deep features for lung nodule classification from CT images. - Mohamad M. A. Ashames; Ahmet Demir; Mehmet Koç; Mehmet Fidan; Semih Ergin; Mehmet Bilginer Gülmezoglu; Atalay Barkana; Ömer Nezih Gerek (Expert Syst. Appl., 2025)