Metrikler
Yayın
58
Açık Erişim
5
BM Sürdürülebilir Kalkınma Amaçları
Eğitim Bilgileri
1987 - 1992
1987 - 1992Doktora
Anadolu Üniversitesi, Fen Bilimleri Enstitüsü, Elektrik-Elektronik Mühendisliği (Dr), Türkiye
1983 - 1985
1983 - 1985Yüksek Lisans
Orta Doğu Teknik Üniversitesi, Fen Bilimleri Enstitüsü, Elektrik Ve Elektronik Mühendisliği (Yl) (Tezli), Türkiye
1977 - 1983
1977 - 1983Lisans
Orta Doğu Teknik Üniversitesi, Mühendislik Fakültesi, Elektrik-Elektronik Mühendisliği Bölümü, Türkiye
Yaptığı Tezler
1992
1992Doktora
Ses Yolunun Matematiksel Modeli
Anadolu Üniversitesi, Fen Bilimleri Enstitüsü, Elektrik-Elektronik Mühendisliği (Dr)
Araştırma Alanları
Mühendislik ve Teknoloji
Akademik Ünvanlar / Görevler
2008 - Devam Ediyor
2008 - Devam EdiyorProf. Dr.
Eskişehir Osmangazi Üniversitesi, MÜHENDİSLİK-MİMARLIK FAKÜLTESİ, Elektrik-Elektronik Mühendisliği Bölümü
2002 - 2008
2002 - 2008Doç. Dr.
Eskişehir Osmangazi Üniversitesi, MÜHENDİSLİK-MİMARLIK FAKÜLTESİ, Elektrik-Elektronik Mühendisliği Bölümü
1993 - 2002
1993 - 2002Yrd. Doç. Dr.
Eskişehir Osmangazi Üniversitesi, MÜHENDİSLİK-MİMARLIK FAKÜLTESİ, Elektrik-Elektronik Mühendisliği Bölümü
1986 - 1993
1986 - 1993Öğretim Görevlisi
Anadolu Üniversitesi, Mühendislik-Mimarlık Fakültesi, Elektrik-Elektronik Mühendisliği Bölümü
Akademi Dışı Deneyim
1992 - Devam Ediyor
1992 - Devam EdiyorÖGRETİM ÜYESİ
ESKİŞEHİR OSMANGAZİ ÜNİVERSİTESİ, ÖGRETİM ÜYESİ
1986 - 1992
1986 - 1992ÖGRETİM GÖREVLİSİ
ANADOLU ÜNİVERSİTESİ, ÖGRETİM GÖREVLİSİ
1983 - 1986
1983 - 1986ARAŞTIRMA GÖREVLİSİ
ANADOLU ÜNİVERSİTESİ, ARAŞTIRMA GÖREVLİSİ
Makaleler
Tümü (29)
SCI-E, SSCI, AHCI (25)
SCI-E, SSCI, AHCI, ESCI (26)
ESCI (1)
Scopus (26)
TRDizin (1)
Diğer Yayınlar (2)
2025
20251. 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, Scopus)
2024
20242. 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, Scopus)
2023
20233. 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, Scopus)
2023
20234. 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, Scopus)
2022
20225. 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, Scopus)
2021
20216. 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, Scopus)
2021
20217. 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, Scopus)
2020
20208. 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, Scopus)
2020
20209. 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, Scopus)
2020
202010. 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 (TRDizin)
2020
202011. 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, Scopus)
2018
201812. 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, Scopus)
2017
201713. 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, Scopus)
2016
201614. 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)
2015
201515. 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, Scopus)
2013
201316. 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, Scopus)
2012
201217. 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, Scopus)
2012
201218. 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)
2011
201119. 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, Scopus)
2011
201120. 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, Scopus)
2011
201121. 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, Scopus)
2007
200722. 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, Scopus)
2007
200723. 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, Scopus)
2006
200624. 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, Scopus)
2003
200325. 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, Scopus)
2003
200326. 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, Scopus)
2001
200127. 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, Scopus)
1999
199928. 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, Scopus)
1998
199829. 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, Scopus)
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler
2019
20191. 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, (Tam Metin Bildiri)
2015
20152. 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, (Tam Metin Bildiri)
2015
20153. Some Approaches for Pattern Classification
GÜLMEZOĞLU M. B.
International Conference on Chemical, Environmental and Biological Sciences, Dubai, Birleşik Arap Emirlikleri, 18 - 19 Mart 2015
2015
20154. 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, (Tam Metin Bildiri)
2014
20145. 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, (Tam Metin Bildiri)
2011
20116. 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, (Tam Metin Bildiri)
2011
20117. 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, (Tam Metin Bildiri)
2011
20118. 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, (Tam Metin Bildiri)
2011
20119. 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, (Tam Metin Bildiri)
2011
201110. 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, (Tam Metin Bildiri)
2010
201011. 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, (Tam Metin Bildiri)
2008
200812. 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, (Tam Metin Bildiri)
2007
200713. 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, (Tam Metin Bildiri)
2007
200714. 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, (Tam Metin Bildiri)
2006
200615. 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, (Tam Metin Bildiri)
2006
200616. 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, (Tam Metin Bildiri)
2005
200517. 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, (Tam Metin Bildiri)
2005
200518. 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, (Tam Metin Bildiri)
2005
200519. 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, (Tam Metin Bildiri)
2004
200420. 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, (Tam Metin Bildiri)
2004
200421. 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, (Tam Metin Bildiri)
2001
200122. 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, (Tam Metin Bildiri)
2000
200023. 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, (Tam Metin Bildiri)
1998
199824. 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, (Tam Metin Bildiri)
1996
199625. 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, (Tam Metin Bildiri)
1996
199626. 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, (Tam Metin Bildiri)
1995
199527. 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, (Tam Metin Bildiri)
Kitaplar
2021
20211. Lineer Cebir: Teori ve Octave Uygulamaları
GÜLMEZOĞLU M. B., KESKİN K.
Eskişehir Osmangazi Üniversitesi Basımevi, Eskişehir, 2021
Desteklenen Projeler
2017 - 2018
2017 - 2018Asenkron Motorlardan Alınan Titreşim Sinyalleri Kullanılarak Arıza Tespiti
Yükseköğretim Kurumları Destekli Proje , BAP Y.Lisans
GÜLMEZOĞLU M. B. (Yürütücü)
2012 - 2015
2012 - 2015
Fizyolojik Sinyaller Kullanılarak Sürücülerin Sağlık Durumlarının İzlenmesi
Yükseköğretim Kurumları Destekli Proje , BAP Araştırma Projesi
(Proje Özeti)
(Proje Sonuç Raporu)
Gülmezoğlu M. B., Ergin S. (Yürütücü)
2003 - 2004
2003 - 2004
Ayrık Kelime Tanıma Oranlarının İyileştirilmesi
Yükseköğretim Kurumları Destekli Proje , BAP Araştırma Projesi
(Proje Özeti)
(Proje Sonuç Raporu)
Gülmezoğlu M. B. (Yürütücü), Edizkan R., Ergin S.
1993 - 1995
1993 - 1995Sınırlı Sayıda Kelimenin Bilgisayar Tarafından Tanınması
TÜBİTAK Projesi , 1001 - Bilimsel ve Teknolojik Araştırma Projelerini Destekleme Programı
Edizkan R., Barkana A.(Yürütücü), Gülmezoğlu M. B., Künkçü Ü., Ecevit Künkçü Ş.