Prof. Dr. MEHMET BİLGİNER GÜLMEZOĞLU

Yayın Ağı

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

Indifference subspace of deep features for lung nodule classification from CT images

Ashames M. M., DEMİR A., Koc M., Fidan M., ERGİN S., GÜLMEZOĞLU M. B., et al.

Expert Systems with Applications , cilt.262, 2025 (SCI-Expanded)

Are deep learning classification results obtained on CT scans fair and interpretable?

Ashames M. M. A., DEMİR A., Gerek O. N., Fidan M., GÜLMEZOĞLU M. B., ERGİN S., et al.

PHYSICAL AND ENGINEERING SCIENCES IN MEDICINE , cilt.47, sa.3, ss.967-979, 2024 (SCI-Expanded)

Applications of Machine Learning Algorithms in Nitrogen Fertilizer Management of Triticale

GÜLMEZOĞLU N., KUTLU İ., GÜLMEZOĞLU M. B.

Journal of Scientific and Industrial Research , cilt.82, sa.10, ss.1055-1063, 2023 (SCI-Expanded)

Neural network representations for the inter- and intra-class common vector classifiers

EDİZKAN R., Barkana A., Koc M., GÜLMEZOĞLU M. B., Ashames M. M., ERGİN S., et al.

Digital Signal Processing: A Review Journal , cilt.142, 2023 (SCI-Expanded)

Necessary Conditions for Successful Application of Intra- and Inter-class Common Vector Classifiers

Koc M., ERGİN S., GÜLMEZOĞLU M. B., Fidan M., Gerek O. N., Barkana A.

Arabian Journal for Science and Engineering , cilt.47, sa.8, ss.10101-10113, 2022 (SCI-Expanded) Sürdürülebilir Kalkınma

Classifying Wheat Genotypes using Machine Learning Models for Single KernelCharacterization System Measurements

Kutlu İ., Gülmezoğlu M. B., Karaduman Y.

JOURNAL OF SCIENTIFIC AND INDUSTRIAL RESEARCH , sa.80, ss.985-991, 2021 (SCI-Expanded)

Face Recognition by Using 2D Orthogonal Subspace Projections

ERGİN S., IŞIK Ş., GÜLMEZOĞLU M. B.

TRAITEMENT DU SIGNAL , cilt.38, sa.1, ss.51-60, 2021 (SCI-Expanded)

Two Pseudo-Common Vectors for Pattern Recognition

KOÇ M., GÜLMEZOĞLU M. B., ERGİN S., EDİZKAN R., Barkana A.

ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING , cilt.45, sa.12, ss.10621-10635, 2020 (SCI-Expanded)

Use of gradient and normal vectors for face recognition

KOÇ M., ERGİN S., GÜLMEZOĞLU M. B., EDİZKAN R., Barkana A.

IET IMAGE PROCESSING , cilt.14, sa.10, ss.2121-2129, 2020 (SCI-Expanded)

Block-Based Noisy/Clean Classification of Images Using the Common Vector Approach

Kalyoncu H. B., ERGİN S., GÜLMEZOĞLU M. B.

CIRCUITS SYSTEMS AND SIGNAL PROCESSING , cilt.39, sa.3, ss.1387-1418, 2020 (SCI-Expanded)

A survey on ECG analysis

Berkaya S. K., UYSAL A. K., ŞORA GÜNAL E., ERGİN S., GÜNAL S., GÜLMEZOĞLU M. B.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL , cilt.43, ss.216-235, 2018 (SCI-Expanded)

A subspace based progressive coding method for speech compression

Keser S., GEREK Ö. N., SEKE E., Gillmezoglu M. B.

SPEECH COMMUNICATION , cilt.94, ss.50-61, 2017 (SCI-Expanded)

On the realization of common matrix classifier using covariance tensors

ERGİN S., GEREK Ö. N., GÜLMEZOĞLU M. B., BARKANA A.

DIGITAL SIGNAL PROCESSING , cilt.41, ss.110-117, 2015 (SCI-Expanded)

Automatic writer identification from text line images

Kirli O., GÜLMEZOĞLU M. B.

INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION , cilt.15, sa.2, ss.85-99, 2012 (SCI-Expanded)

Common vector approach and its combination with GMM for text-independent speaker recognition

Sadic S., GÜLMEZOĞLU M. B.

EXPERT SYSTEMS WITH APPLICATIONS , cilt.38, sa.9, ss.11394-11400, 2011 (SCI-Expanded)

Use of center of gravity with the common vector approach in isolated word recognition

GÜLMEZOĞLU M. B., EDİZKAN R., ERGİN S., BARKANA A.

EXPERT SYSTEMS WITH APPLICATIONS , cilt.38, sa.4, ss.3690-3696, 2011 (SCI-Expanded)

A new implementation of common matrix approach using third-order tensors for face recognition

ERGİN S., Cakir S., GEREK Ö. N., GÜLMEZOĞLU M. B.

EXPERT SYSTEMS WITH APPLICATIONS , cilt.38, sa.4, ss.3246-3251, 2011 (SCI-Expanded)

An approach for bearing fault detection in electrical motors

Guelmezoglu M. B., ERGİN S.

EUROPEAN TRANSACTIONS ON ELECTRICAL POWER , cilt.17, sa.6, ss.628-641, 2007 (SCI-Expanded)

The common vector approach and its comparison with other subspace methods in case of sufficient data

Gulmezoglu M. B., Dzhafarov V., Edizkan R., Barkana A.

COMPUTER SPEECH AND LANGUAGE , cilt.21, sa.2, ss.266-281, 2007 (SCI-Expanded)

On feature extraction for spam e-mail detection

Gunal S., ERGİN S., Gulmezoglu M. B., Gerek O. N.

MULTIMEDIA CONTENT REPRESENTATION, CLASSIFICATION AND SECURITY , cilt.4105, ss.635-642, 2006 (SCI-Expanded)

Effect of the losses in the vocal tract on determination of the area function

Gulmezoglu M. B., Barkana A.

BIO-MEDICAL MATERIALS AND ENGINEERING , cilt.13, sa.2, ss.159-166, 2003 (SCI-Expanded)

Robust Speech Recognition Using Affine Transform

ERGİN S., GÜLMEZOĞLU M. B., Atalay B.

International Journal of Computational Intelligence Systems , cilt.1, sa.2, ss.271-273, 2003 (SCI-Expanded)

The common vector approach and its relation to principal component analysis

Gulmezoglu M. B., Dzhafarov V., Barkana A.

IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING , cilt.9, sa.6, ss.655-662, 2001 (SCI-Expanded)

A novel approach to isolated word recognition

Gulmezoglu M. B., Dzhafarov V., Keskin M., Barkana A.

IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING , cilt.7, sa.6, ss.620-628, 1999 (SCI-Expanded)

Effect of the signal measured from the glottis on determination of the vocal tract shape

Gulmezoglu M. B., Barkana A.

ANNALS OF BIOMEDICAL ENGINEERING , cilt.26, sa.6, ss.1082-1090, 1998 (SCI-Expanded)

Diğer Dergilerde Yayınlanan Makaleler

A Novel Framework for Cardiac Arrhythmia Classification Based on Subspace Projection and Decision Tree

ERGİN S., KAPLAN BERKAYA S., UYSAL A. K., ŞORA GÜNAL E., GÜNAL S., GÜLMEZOĞLU M. B.

Eskişehir Technical University Journal of Science and Technology A - Applied Sciences and Engineering , cilt.21, sa.2, ss.350-365, 2020 (Hakemli Dergi)

Application of the common vector approach on identification of winter rapeseed (Brassica napus L.) cultivars and their yield characters

AYTAÇ Z., GÜLMEZOĞLU N., GÜLMEZOĞLU M. B.

International Journal of Sustainable Agriculture Management and Informatics , cilt.2, sa.1, ss.66-78, 2016 (Hakemli Dergi)

A NOVEL FRAMEWORK FOR PARTITION-BASED FACE RECOGNITION

ERGİN S., GÜLMEZOĞLU M. B.

INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL , cilt.9, sa.5, ss.1819-1834, 2013 (ESCI)

Detection of Stator Bearing and Rotor Faults in Induction Motors

ERGİN S., Arzu U., GÜLMEZOĞLU M. B.

Procedia Engineering , cilt.30, ss.1103-1109, 2012 (Hakemli Dergi)

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

Classification of Triticale Cultivars Using Common Vector Approach and Support Vector Machine

GÜLMEZOĞLU N., GÜLMEZOĞLU M. B.

2 ND INTERNATIONAL CONFERENCE ON FOOD, AGRICULTURE AND ANIMAL SCIENCES, Antalya, Türkiye, 8 - 11 Kasım 2019, ss.298-304

Classification of Winter Rapeseed Cultivars and Their Yield Characters with the Common Vector Approach

GÜLMEZOĞLU N., AYTAÇ Z., GÜLMEZOĞLU M. B.

7th International Conference on Information and Communication Technologies in Agriculture, Kavala, Yunanistan, 17 - 20 Eylül 2015, ss.713-719

Some Approaches for Pattern Classification

GÜLMEZOĞLU M. B.

International Conference on Chemical, Environmental and Biological Sciences, Dubai, Birleşik Arap Emirlikleri, 18 - 19 Mart 2015

Classification of bread wheat varieties and their yield characters with the common vector approach

GÜLMEZOĞLU M. B., GÜLMEZOĞLU N.

International Conference on Chemical, Environmental and Biological Sciences, 18 - 19 Mart 2015

ECG Based Biometric Authentication Using Ensemble of Features

ERGİN S., UYSAL A. K., ŞORA GÜNAL E., GÜNAL S., GÜLMEZOĞLU M. B.

9th Iberian Conference on Information Systems and Technologies (CISTI), Barcelona, İspanya, 18 - 21 Haziran 2014 Sürdürülebilir Kalkınma

Detection of Stator, Bearing and Rotor Faults in Induction Motors

ERGİN S., Uzuntas A., GÜLMEZOĞLU M. B.

International Conference on Communication Technology and System Design, Coimbatore, Hindistan, 7 - 09 Aralık 2011, cilt.30, ss.1103-1109

Detection of Stator Bearing and Rotor Faults in induction motors by using DWT coefficients in CVA

ERGİN S., Arzu U., GÜLMEZOĞLU M. B.

Int. Conf. on Communication Technology and System Design, 7 - 09 Aralık 2011

DWT Based Fault Diagnosis in Induction Motors by Using CVA

ERGİN S., Serap T., GÜLMEZOĞLU M. B.

International Symposium on Innovations in Intelligent Systems and Applications, İstanbul, Türkiye, 15 - 17 Haziran 2011, ss.129-132

Stress Level Diagnosis for Automobile Drivers using Common Vector Approach

ERGİN S., Dağ G., GÜLMEZOĞLU M. B.

6th International Advanced Technologies Symposium, Elazığ, Türkiye, 16 - 18 Mayıs 2011, ss.356-359

Classification of bread wheat varieties and their yield characters with the common vector approach

Gulmezoglu N., GÜLMEZOĞLU M. B.

8th European-Federation-for-Information-Technology-in-Agriculture, Food and the Environment / 8th World Congress on Computers in Agriculture, Prague, Çek Cumhuriyeti, 11 - 14 Temmuz 2011, ss.38-43

2D DWT Based Feature Extraction for Face Recognition

Çakır S., ERGİN S., GÜLMEZOĞLU M. B.

International Science and Technology Conference, Famagusta, Kıbrıs (Kktc), 27 - 29 Ekim 2010, ss.6-11

Face recognition based on face partitions using Common Vector Approach

ERGİN S., GÜLMEZOĞLU M. B.

3rd IEEE International Symposium on Control, Communications and Signal Processing (ISCCSP 2008), St Julians, Malta, 12 - 14 Mart 2008, ss.624-628

Endpoint detection of isolated words using center of gravity method

GÜLMEZOĞLU M. B., EDİZKAN R., ERGİN S., BARKANA A.

IEEE 15th Signal Processing and Communications Applications Conference, Eskişehir, Türkiye, 11 - 13 Haziran 2007, ss.762-763

A two stage algorithm for face recognition: 2DPCA and within-class scatter minimization

Turhal U. C., Duysak A., GÜLMEZOĞLU M. B.

4th IASTED International Conference on Signal Processing, Pattern Recognition and Applications, Innsbruck, Avusturya, 14 - 16 Şubat 2007, ss.338-339

Common Vector Approach for Fault Detection of Induction Motors

ERGİN S., GÜLMEZOĞLU M. B.

International Conference on Modeling and Simulation, Konya, Türkiye, 28 - 30 Ağustos 2006

Common Vector Approach for Handwritten Digit Recognition

Önder K., GÜLMEZOĞLU M. B.

International Conference on Modeling and Simulation, Konya, Türkiye, 28 - 30 Ağustos 2006, ss.637-641

Improvements on Common Vector Approach for Multi Class Problems

EDİZKAN R., GÜLMEZOĞLU M. B., ERGİN S., ATALAY B.

13th European Signal Processing Conference, Antalya, Türkiye, 4 - 08 Eylül 2005, ss.2246-2249

Improvements on Isolated Word Recognition Using Subspace Methods

GÜLMEZOĞLU M. B., EDİZKAN R., ERGİN S., Atalay B.

13th European Signal Processing Conference, Antalya, Türkiye, 4 - 08 Eylül 2005, ss.317-320

Face Recognition Using Common Matrix Approach

TURHAL Ü. Ç., GÜLMEZOĞLU M. B., Atalay B.

13th European Signal Processing Conference, Antalya, Türkiye, 4 - 08 Eylül 2005, ss.369-372

Use of Improved Feature Vectors in Spectral Subtraction Method

EMRAH B., ERGİN S., GÜLMEZOĞLU M. B.

1st Int. Conference on Informatics, Çeşme, Türkiye, 1 - 04 Eylül 2004

Use of Improved Feature Vectors in Affine Transformation for Robust Speech Recognition

ERGİN S., GÜLMEZOĞLU M. B., ATALAY B.

1th Int. Conference on Informatics, Çeşme, Türkiye, 1 - 04 Eylül 2004

Common Vector Approach in Multi Class Problems and Its Relation to Fisher s Linear Discriminant Analysis

GÜLMEZOĞLU M. B., VAKIF D., EDİZKAN R., ATALAY B.

Second International Conference on Electrical and Electronics Engineering, Bursa, Türkiye, 7 - 11 Kasım 2001, ss.117-121

The Common Vector Approach in Image Recognition

OLCAY Ö. Ç., GÜLMEZOĞLU M. B., DZHAFAROV V.

Brain Machine’2000 Workshop, Ankara, Türkiye, 20 - 22 Aralık 2000, ss.45-50

Text Dependent speaker recognition by Using Gram Schmidt Orthogonalization Method

GÜLMEZOĞLU M. B., BARKANA A.

IASTED International Conference on Signal processing ve Communications, KANARYA ADALARI, İspanya, 11 - 13 Şubat 1998, ss.438-440

Isolated Word Recognition with Neural Network which Extacts Personal Differences

GÜLMEZOĞLU M. B., KESKİN M., BARKANA A.

Eleventh International Symposium on Computer ve Information Sciences, Ankara, Türkiye, 6 - 08 Kasım 1996, ss.527-537

Effect of the Losses in the Vocal Tract

GÜLMEZOĞLU M. B., BARKANA A.

8. Mediterranean Electotechnical Conference, Bari, İtalya, 13 - 16 Mayıs 1996, ss.1733-1736

Isolated Word Recognition by Extracting Personal Differences

KESKİN M., GÜLMEZOĞLU M. B., PARLAKTUNA O., BARKANA A.

The International Conference on Signal Processing Applications ve Technology, BOSTON, Amerika Birleşik Devletleri, 24 - 26 Ekim 1995, ss.1989-1992

Kitap & Kitap Bölümleri

Lineer Cebir: Teori ve Octave Uygulamaları

GÜLMEZOĞLU M. B., KESKİN K.

Eskişehir Osmangazi Üniversitesi Basımevi, Eskişehir, 2021

Metrikler

Yayın

Atıf (WoS)

318

H-İndeks (WoS)

Atıf (Scopus)

649

H-İndeks (Scopus)

Atıf (Scholar)

H-İndeks (Scholar)

Proje

Açık Erişim

BM Sürdürülebilir Kalkınma Amaçları

Yayınlar & Eserler

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

Diğer Dergilerde Yayınlanan Makaleler

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

Kitap & Kitap Bölümleri

Metrikler

Yayın

Atıf (WoS)

H-İndeks (WoS)

Atıf (Scopus)

H-İndeks (Scopus)

Atıf (Scholar)

H-İndeks (Scholar)

Proje

Açık Erişim