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)

On Feature Extraction for Spam E-Mail Detection. - Serkan Günal; Semih Ergin; Mehmet Bilginer Gülmezoglu; Ömer Nezih Gerek (MRCS, 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)

A new implementation of common matrix approach using third-order tensors for face recognition. - Semih Ergin; Serdar Çakir; Ömer Nezih Gerek; Mehmet Bilginer Gülmezoglu (Expert Syst. Appl., 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)

Common vector approach and its combination with GMM for text-independent speaker recognition. - Selami Sadiç; Mehmet Bilginer Gülmezoglu (Expert Syst. Appl., 2011)

Automatic writer identification from text line images. - Önder Kirli; Mehmet Bilginer Gülmezoglu (Int. J. Document Anal. Recognit., 2012)

Classification of Winter Rapeseed Cultivars and their Yield Characters with the Common Vector Approach. - Nurdilek Gülmezoglu; Zehra Aytaç; Mehmet Bilginer Gülmezoglu (HAICTA, 2015)

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

A subspace based progressive coding method for speech compression. - Serkan Keser; Ömer Nezih Gerek; Erol Seke; Mehmet Bilginer Gülmezoglu (Speech Commun., 2017)

A survey on ECG analysis. - Selcan Kaplan Berkaya; Alper Kursat Uysal; Efnan Sora Gunal; Semih Ergin; Serkan Günal; Mehmet Bilginer Gülmezoglu (Biomed. Signal Process. Control., 2018)

Block-Based Noisy/Clean Classification of Images Using the Common Vector Approach. - Hasan Basar Kalyoncu; Semih Ergin; Mehmet Bilginer Gülmezoglu (Circuits Syst. Signal Process., 2020)

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

Face Recognition by Using 2D Orthogonal Subspace Projections. - Semih Ergin; Sahin Isik; Mehmet Bilginer Gülmezoglu (Traitement du Signal, 2021)

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)