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Mehmet Koç
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Journal Articles
- 2024
- [j13]Ridvan Ozdemir, Mehmet Koç:
On the enhancement of semi-supervised deep learning-based railway defect detection using pseudo-labels. Expert Syst. Appl. 251: 124105 (2024) - 2023
- [j12]Rifat Edizkan, Atalay Barkana, Mehmet Koç, Mehmet Bilginer Gülmezoglu, Mohamad M. A. Ashames, Semih Ergin, Mehmet Fidan, Ahmet Demir, Cuneyt Calisir, Ömer Nezih Gerek:
Neural network representations for the inter- and intra-class common vector classifiers. Digit. Signal Process. 142: 104205 (2023) - 2021
- [j11]Mehmet Koç:
A novel partition selection method for modular face recognition approaches on occlusion problem. Mach. Vis. Appl. 32(1): 35 (2021) - 2020
- [j10]Osman Bülent Tör, Mahmut Erkut Cebeci, Mehmet Koç, Saeed Teimourzadeh, Deren Atli, Simona-Vasilica Oprea, Adela Bara:
Peak shaving and technical loss minimization in distribution grids: a time-of-use-based pricing approach for distribution service tariffs. Turkish J. Electr. Eng. Comput. Sci. 28(3): 1386-1404 (2020) - [j9]Mehmet Koç, Semih Ergin, Mehmet Bilginer Gülmezoglu, Rifat Edizkan, Atalay Barkana:
Use of gradient and normal vectors for face recognition. IET Image Process. 14(10): 2121-2129 (2020) - 2018
- [j8]Nihan Kazak, Mehmet Koç:
Some variants of spiral LBP in texture recognition. IET Image Process. 12(8): 1388-1393 (2018) - 2016
- [j7]Burcu Demirelli Okkalioglu, Mehmet Koç, Huseyin Polat:
Reconstructing rated items from perturbed data. Neurocomputing 207: 374-386 (2016) - 2015
- [j6]Burcu Demirelli Okkalioglu, Murat Okkalioglu, Mehmet Koç, Huseyin Polat:
A survey: deriving private information from perturbed data. Artif. Intell. Rev. 44(4): 547-569 (2015) - 2014
- [j5]Mehmet Koç, Atalay Barkana:
Discriminative common vector approach based feature selection in face recognition. Comput. Electr. Eng. 40(8): 37-50 (2014) - [j4]Mehmet Koç, Atalay Barkana:
Application of Linear Regression Classification to low-dimensional datasets. Neurocomputing 131: 331-335 (2014) - 2013
- [j3]Örsan Aytekin, Mehmet Koç, Ilkay Ulusoy:
Local Primitive Pattern for the Classification of SAR Images. IEEE Trans. Geosci. Remote. Sens. 51(4-2): 2431-2441 (2013) - 2011
- [j2]Mehmet Koç, Atalay Barkana:
A new solution to one sample problem in face recognition using FLDA. Appl. Math. Comput. 217(24): 10368-10376 (2011) - 2010
- [j1]Mehmet Koç, Atalay Barkana, Ömer Nezih Gerek:
A fast method for the implementation of common vector approach. Inf. Sci. 180(20): 4084-4098 (2010)
Conference and Workshop Papers
- 2019
- [c12]Ridvan Ozdemir, Mehmet Koç:
A Quality Control Application on a Smart Factory Prototype Using Deep Learning Methods. CSIT (1) 2019: 46-49 - [c11]Mehmet Koç:
Different Decision Fusion Methods for Modular Common Vector Approach. CSIT (1) 2019: 67-70 - [c10]Mehmet Koç:
Decision Fusion for Partially Occluded Face Recognition Using Common Vector Approach. CSIT 2019: 351-360 - 2018
- [c9]Nihan Kazak, Mehmet Koç:
Improved Multi-spiral Local Binary Pattern in Texture Recognition. CSIT 2018: 28-37 - [c8]Nihan Kazak Cercevik, Mehmet Koç:
Improving the Performance of Spiral Local Binary Pattern Using Edge Information. CSIT (1) 2018: 364-367 - 2016
- [c7]Nihan Kazak, Mehmet Koç, Burak Benligiray, Cihan Topal:
A comparison of classification methods for local binary patterns. SIU 2016: 805-808 - 2015
- [c6]Murat Okkalioglu, Mehmet Koç, Huseyin Polat:
On the Privacy of Horizontally Partitioned Binary Data-Based Privacy-Preserving Collaborative Filtering. DPM/QASA@ESORICS 2015: 199-214 - [c5]Murat Okkalioglu, Mehmet Koç, Huseyin Polat:
On the discovery of fake binary ratings. SAC 2015: 901-907 - 2014
- [c4]Mehmet Koç, Atalay Barkana:
Modular common vector approach. SIU 2014: 533-535 - 2012
- [c3]Örsan Aytekin, Mehmet Koç, Ilkay Ulusoy:
A novel feature extraction method for the classification of SAR images. IGARSS 2012: 3482-3485 - [c2]Mehmet Koç, Atalay Barkana:
Application of the Discriminative Common Vector Approach to one sample problem. SIU 2012: 1-4 - 2010
- [c1]Ibrahim Yakut, Huseyin Polat, Mehmet Koç:
PCF: Projection-based Collaborative Filtering. KDIR 2010: 408-413
Informal and Other Publications
- 2023
- [i2]Mohamad M. A. Ashames, Ahmet Demir, Ömer Nezih Gerek, Mehmet Fidan, Mehmet Bilginer Gülmezoglu, Semih Ergin, Mehmet Koç, Atalay Barkana, Cuneyt Calisir:
Are Deep Learning Classification Results Obtained on CT Scans Fair and Interpretable? CoRR abs/2309.12632 (2023) - [i1]Ahmet Demir, M. M. A. Shames, Ömer Nezih Gerek, Semih Ergin, Mehmet Fidan, Mehmet Koç, Mehmet Bilginer Gülmezoglu, Atalay Barkana, Cuneyt Calisir:
Low-Dose CT Image Enhancement Using Deep Learning. CoRR abs/2310.20265 (2023)
Coauthor Index
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