Mehmet Koç

According to our database, Mehmet Koç authored at least 28 papers between 2010 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

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

2024

On the enhancement of semi-supervised deep learning-based railway defect detection using pseudo-labels.

Ridvan Ozdemir, Mehmet Koç

Expert Syst. Appl., 2024

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., October, 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

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

2021

A novel partition selection method for modular face recognition approaches on occlusion problem.

Mehmet Koç

Mach. Vis. Appl., 2021

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

Peak shaving and technical loss minimization in distribution grids: a time-of-use-based pricing approach for distribution service tariffs.

Osman Bülent Tör, Mahmut Erkut Cebeci, Mehmet Koç, Saeed Teimourzadeh, Deren Atli, Simona-Vasilica Oprea, Adela Bara

Turkish J. Electr. Eng. Comput. Sci., 2020

2019

A Quality Control Application on a Smart Factory Prototype Using Deep Learning Methods.

Ridvan Ozdemir, Mehmet Koç

Proceedings of the IEEE 14th International Conference on Computer Sciences and Information Technologies, 2019

Different Decision Fusion Methods for Modular Common Vector Approach.

Mehmet Koç

Proceedings of the IEEE 14th International Conference on Computer Sciences and Information Technologies, 2019

Decision Fusion for Partially Occluded Face Recognition Using Common Vector Approach.

Mehmet Koç

Proceedings of the Advances in Intelligent Systems and Computing IV, 2019

2018

Some variants of spiral LBP in texture recognition.

Nihan Kazak, Mehmet Koç

IET Image Process., 2018

Improved Multi-spiral Local Binary Pattern in Texture Recognition.

Nihan Kazak, Mehmet Koç

Proceedings of the Advances in Intelligent Systems and Computing III, 2018

Improving the Performance of Spiral Local Binary Pattern Using Edge Information.

Nihan Kazak Cercevik, Mehmet Koç

Proceedings of the Advances in Intelligent Systems and Computing III, 2018

2016

Reconstructing rated items from perturbed data.

Burcu Demirelli Okkalioglu, Mehmet Koç, Huseyin Polat

Neurocomputing, 2016

A comparison of classification methods for local binary patterns.

Nihan Kazak, Mehmet Koç, Burak Benligiray, Cihan Topal

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

2015

A survey: deriving private information from perturbed data.

Burcu Demirelli Okkalioglu, Murat Okkalioglu, Mehmet Koç, Huseyin Polat

Artif. Intell. Rev., 2015

On the discovery of fake binary ratings.

Murat Okkalioglu, Mehmet Koç, Huseyin Polat

Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

On the Privacy of Horizontally Partitioned Binary Data-Based Privacy-Preserving Collaborative Filtering.

Murat Okkalioglu, Mehmet Koç, Huseyin Polat

Proceedings of the Data Privacy Management, and Security Assurance, 2015

2014

Application of Linear Regression Classification to low-dimensional datasets.

Mehmet Koç, Atalay Barkana

Neurocomputing, 2014

Discriminative common vector approach based feature selection in face recognition.

Mehmet Koç, Atalay Barkana

Comput. Electr. Eng., 2014

Modular common vector approach.

Mehmet Koç, Atalay Barkana

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

2013

Local Primitive Pattern for the Classification of SAR Images.

Örsan Aytekin, Mehmet Koç, Ilkay Ulusoy

IEEE Trans. Geosci. Remote. Sens., 2013

2012

Application of the Discriminative Common Vector Approach to one sample problem.

Mehmet Koç, Atalay Barkana

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

A novel feature extraction method for the classification of SAR images.

Örsan Aytekin, Mehmet Koç, Ilkay Ulusoy

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

A new solution to one sample problem in face recognition using FLDA.

Mehmet Koç, Atalay Barkana

Appl. Math. Comput., 2011

2010

A fast method for the implementation of common vector approach.

Mehmet Koç, Atalay Barkana, Ömer Nezih Gerek

Inf. Sci., 2010

PCF: Projection-based Collaborative Filtering.

Ibrahim Yakut, Huseyin Polat, Mehmet Koç

Proceedings of the KDIR 2010, 2010