Prof. SEMİH ERGİN

Publication Network

Articles 37

1. Enhancing 3D ResNet-based predictive maintenance in electrical machines via GAN/cGAN augmentation

Demir A., Ergin S., Necati A.

Electrical Engineering , vol.107, no.11, pp.14827-14848, 2025 (SCI-Expanded, Scopus)

2. 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 , vol.262, 2025 (SCI-Expanded, Scopus)

3. Attention-enhanced 3D residual networks for knee abnormality classification

Ashames M. M., ERGİN S., Gerek O. N., YAVUZ H. S.

Expert Systems with Applications , 2025 (SCI-Expanded, Scopus)

4. 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 , vol.47, no.3, pp.967-979, 2024 (SCI-Expanded, Scopus)

5. 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 , vol.142, 2023 (SCI-Expanded, Scopus)

6. High-Dimension EEG Biometric Authentication Leveraging Sub-Band Cube-Code Representation

IŞIKLI ESENER İ., Kilinc O., URAZEL B., Yaman B. N., İLHAN ALGIN D., ERGİN S.

TRAITEMENT DU SIGNAL , vol.40, no.5, pp.1983-1995, 2023 (SCI-Expanded, Scopus)

7. 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 , vol.47, no.8, pp.10101-10113, 2022 (SCI-Expanded, Scopus) Sustainable Development

8. The detection of brain tumors using chan-vese active contour without edges method in magnetic resonance (MR) images

Mütevelli M. H., ERGİN S.

Traitement du Signal , vol.38, no.4, pp.967-978, 2021 (SCI-Expanded, Scopus) Sustainable Development

9. Face Recognition by Using 2D Orthogonal Subspace Projections

ERGİN S., IŞIK Ş., GÜLMEZOĞLU M. B.

TRAITEMENT DU SIGNAL , vol.38, no.1, pp.51-60, 2021 (SCI-Expanded, Scopus)

10. WEIGHT-BASED CLASSIFICATION OF EGGS USING SEVERAL STATE-OF-THE-ART CLASSIFIERS ON A MECHANICAL WEIGHING SYSTEM INTEGRATED WITH A DSP MICROCONTROLLER

ELİBOL SEÇİL G., YUMURTACI M., ERGİN S., YABANOVA İ.

Eskişehir Technical University Journal of Science and Technology A - Applied Sciences and Engineering , vol.21, no.4, pp.499-513, 2020 (Peer-Reviewed Journal)

11. Detection of the Brain Tumor Existance Using a Traditional Deep Learning Technique and Determination of Exact Tumor Locations Using K-Means Segmentation from MR Images

Taş M. O., Ergin S.

İleri Mühendislik Çalışmaları ve Teknoloji Dergisi , vol.1, no.2, pp.91-97, 2020 (Peer-Reviewed Journal) Sustainable Development

12. Two Pseudo-Common Vectors for Pattern Recognition

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

ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING , vol.45, no.12, pp.10621-10635, 2020 (SCI-Expanded, Scopus)

13. Use of gradient and normal vectors for face recognition

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

IET IMAGE PROCESSING , vol.14, no.10, pp.2121-2129, 2020 (SCI-Expanded, Scopus)

14. 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 , vol.21, no.2, pp.350-365, 2020 (TRDizin)

15. 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 , vol.39, no.3, pp.1387-1418, 2020 (SCI-Expanded, Scopus)

16. Biometric person authentication framework using polynomial curve fitting-based ECG feature extraction

Isik Ş., Ozkan K., ERGİN S.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , vol.27, no.5, pp.3682-3698, 2019 (SCI-Expanded, Scopus, TRDizin) Sustainable Development

17. The Usage of Statistical Features in the Approximatıon Components of Wavelet Decomposition for ECG Classification: A Case Study For Standing, Walking and Single Jump Conditions

MÜTEVELLİ M. H., ERGİN S.

Electronic Journal of Vocational Colleges , vol.8, no.2, pp.178-182, 2018 (Peer-Reviewed Journal)

18. A Statistical Feature Extraction in Wavelet Domain for Movement Classıfıcatıon: A Case Study for Eyes Open, Eyes Closed, and Open/Closed Fıst Tasks

KARA Ş., ERGİN S.

Electronic Journal of Vocational Colleges , vol.8, no.2, pp.158-162, 2018 (Peer-Reviewed Journal)

19. 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 , vol.43, pp.216-235, 2018 (SCI-Expanded, Scopus)

20. Elektriksel Direnç ile Isıtma Yoluyla Uygulanan Kürün Beton Özelliklerine Etkisi

CANBAZ M., AKÇAY M., ERGİN S.

Uludağ Üniversitesi Mühendislik Fakültesi Dergisi , vol.23, no.1, pp.431-440, 2018 (TRDizin)

21. The Detection of Spoiled Fruits on a Conveyor Belt Using Image Processing Techniques and OPC Server Software

AYAN O., demirez d. z., kızılöz h. k., inci g., işleyen s., ERGİN S.

International Journal of Computational and Experimental Science and Engineering , 2018 (Peer-Reviewed Journal)

22. A novel multistage system for the detection and removal of pectoral muscles in mammograms

ESENER İ. I., ERGİN S., YÜKSEL T.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , vol.26, no.1, pp.35-49, 2018 (SCI-Expanded, Scopus, TRDizin) Sustainable Development

23. A New Feature Ensemble with a Multistage Classification Scheme for Breast Cancer Diagnosis

ESENER İ. I., ERGİN S., YÜKSEL T.

JOURNAL OF HEALTHCARE ENGINEERING , vol.2017, 2017 (SCI-Expanded, Scopus) Sustainable Development

24. The Assessment of Time Domain Features for Detecting Symptoms ofDiabetic Retinopathy

ELİBOL G., ERGİN S.

International Journal ofIntelligent Systems andApplications in Engineering , vol.4, no.1, pp.136-140, 2016 (TRDizin)

25. Classification of short-circuit faults in high-voltage energy transmission line using energy of instantaneous active power components-based common vector approach

Yumurtaci M., GÖKMEN G., KOCAMAN Ç., ERGİN S., KILIÇ O.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , vol.24, no.3, pp.1901-1916, 2016 (SCI-Expanded, Scopus, TRDizin)

26. On the realization of common matrix classifier using covariance tensors

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

DIGITAL SIGNAL PROCESSING , vol.41, pp.110-117, 2015 (SCI-Expanded, Scopus)

27. A new classification scheme of plastic wastes based upon recycling labels

ÖZKAN K., ERGİN S., IŞIK Ş., Isikli I.

WASTE MANAGEMENT , vol.35, pp.29-35, 2015 (SCI-Expanded, Scopus)

28. USE OF REGRESSION IN NOISY SPEECH RECOGNITION

ERGİN S., ARAPOĞLU R. A.

Dumlupınar Üniversitesi Sosyal Bilimler Dergisi , pp.495-501, 2014 (TRDizin)

29. A new feature extraction framework based on wavelets for breast cancer diagnosis

ERGİN S., Kilinc O.

COMPUTERS IN BIOLOGY AND MEDICINE , vol.51, pp.171-182, 2014 (SCI-Expanded, Scopus) Sustainable Development

30. A NOVEL FRAMEWORK FOR PARTITION-BASED FACE RECOGNITION

ERGİN S., GÜLMEZOĞLU M. B.

INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL , vol.9, no.5, pp.1819-1834, 2013 (ESCI, Scopus)

31. The Impact of Feature Extraction and Selection on SMS Spam Filtering

UYSAL A. K., Gunal S., ERGİN S., Gunal E.

ELEKTRONIKA IR ELEKTROTECHNIKA , vol.19, no.5, pp.67-72, 2013 (SCI-Expanded, Scopus)

32. Detection of Stator Bearing and Rotor Faults in Induction Motors

ERGİN S., Arzu U., GÜLMEZOĞLU M. B.

Procedia Engineering , vol.30, pp.1103-1109, 2012 (Peer-Reviewed Journal)

33. 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 , vol.38, no.4, pp.3690-3696, 2011 (SCI-Expanded, Scopus)

34. 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 , vol.38, no.4, pp.3246-3251, 2011 (SCI-Expanded, Scopus)

35. An approach for bearing fault detection in electrical motors

Guelmezoglu M. B., ERGİN S.

EUROPEAN TRANSACTIONS ON ELECTRICAL POWER , vol.17, no.6, pp.628-641, 2007 (SCI-Expanded, Scopus)

36. On feature extraction for spam e-mail detection

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

MULTIMEDIA CONTENT REPRESENTATION, CLASSIFICATION AND SECURITY , vol.4105, pp.635-642, 2006 (SCI-Expanded, Scopus)

37. Robust Speech Recognition Using Affine Transform

ERGİN S., GÜLMEZOĞLU M. B., Atalay B.

International Journal of Computational Intelligence Systems , vol.1, no.2, pp.271-273, 2003 (SCI-Expanded, Scopus)

Papers Presented at Peer-Reviewed Scientific Conferences 39

1. Early Fault Detection in Electrical Machines Using 1D Convolutional Neural Networks: A Comparative Study on CWRU and HUST Datasets

Demir A., Necati A., Ergin S.

5TH INTERNATIONAL CONFERENCE ON INNOVATIVE ACADEMIC STUDIES ICIAS 2024, Konya, Turkey, 10 - 11 October 2024, pp.245-250, (Full Text)

2. Classification of Diabetic Retinopathy Images with MATLABParallel Programming

AKÇAY M., SEZGİN A., ERGİN S.

International Marmara Sciences Congress-2019, Kocaeli, Turkey, 1 - 03 November 2019, pp.497-501, (Full Text) Sustainable Development

3. Mass Classification in Mammograms using SVM Classifier

AYDIN H., ERGİN S.

International Marmara Sciences Congress-2019, Kocaeli, Turkey, 1 - 03 November 2019, pp.510-515, (Full Text)

4. SUPPRESSION OF BONY STRUCTURES FROM CHEST ROENTGENS USING INDEPENDENT COMPONENT ANALYSIS

ÖZER E., ERGİN S.

4th INTERNATIONAL ENERGY ENGINEERING CONGRESS 2019, 24 - 25 October 2019, (Full Text)

5. The Diagnosis of Melanoma Skin Cancer Using Histogram of Oriented Gradient based Features

YILMAZ F., UZUN B., ERGİN S.

2nd International Congress on Engineering and Architecture (ENAR-2019), Muğla, Turkey, 22 - 24 April 2019, pp.1365-1370, (Full Text) Sustainable Development

6. Atrial Fibrillation Detection on ECG Signals Using 1D Convolutional Neural Networks

EKER O., YILMAZ F., ERGİN S.

2nd International Congress on Engineering and Architecture (ENAR-2019), Muğla, Turkey, 22 - 24 April 2019, pp.1338-1343, (Full Text)

7. An Automatic Algorithm for Ribs Suppression

ÇINAR A., topuz b., ERGİN S.

International Eurasian Conference on Science, Engineering and Technology (EurasianSciEnTech 2018), Ankara, Turkey, 22 - 23 November 2018, pp.1429-1432, (Full Text)

8. An Automatic Algorithm For Lung Segmentation and Rib Detection

ÇINAR A., topuz b., ERGİN S.

International Conference on Advanced Technology and Sciences (ICAT’xx18), Antalya, Turkey, 28 April - 01 May 2018, pp.273-276, (Full Text)

9. A DCV BASED FEATURE EXTRACTION FOR BREAST CANCER DIAGNOSIS A COMPARATIVE STUDY

IŞIKLI ESENER İ., ERGİN S., YÜKSEL T.

ICAT 2018, 28 April - 01 May 2018, (Full Text) Sustainable Development

10. A Coping With Breast Cancer Diagnosis using a Normalized Texture Feature Set

IŞIKLI ESENER İ., ERGİN S., YÜKSEL T.

ICENTE’17, 7 - 09 December 2017, (Full Text) Sustainable Development

11. A Practical Region-of-Interest (ROI) Detection Approach for Suspicious Region Identification in Breast Cancer Diagnosis

IŞIKLI ESENER İ., ERGİN S., YÜKSEL T.

ICENTE’17, 7 - 09 December 2017, (Full Text) Sustainable Development

12. The Detection of Spoiled Fruits on a Conveyor Belt Using Image Processing Techniques and OPC Server Software

AYAN O., ERGİN S., Demirez D. Z., Kızılöz H. K., İnci G., İşleyen S.

4th International Conference on Computational and Experimental Science and Engineering (ICCESEN-2017), 4 - 08 October 2017, (Summary Text)

13. The Diagnosis of Melanoma Skin Cancer Using Some Feature Descriptors

TURGUT K., KILINÇ Ç., ERGİN S.

International Conference on Advanced Technology and Sciences (ICAT’xx17), İstanbul, Turkey, 9 - 12 May 2017, pp.80-82, (Full Text) Sustainable Development

14. The Assessment of Time Domain Features for Detecting Symptoms of Diabetic Retinopathy

ELİBOL G., ERGİN S.

International Conference on Advanced Technology & Sciences (ICAT 2016), Konya, Turkey, 1 - 03 September 2016, pp.1362-1366, (Full Text) Sustainable Development

15. A Genuine GLCM based Feature Extraction for Breast Tissue Classification on Mammograms

IŞIKLI ESENER İ., ERGİN S., YÜKSEL T.

International Conference on Advanced Technology & Sciences (ICAT 2016), Konya, Turkey, 1 - 03 September 2016, pp.1347-1352, (Full Text)

16. The Usage of Conditioned BCG Signals for the Detection of Fundamental Cardiac Arrhythmia Diseases

ERGİN S., KESKİN K.

2015 International Symposium on Innovations in Intelligent Systems and Applications, Madrid, Spain, 2 - 04 October 2015, pp.238-241, (Full Text)

17. The usage of conditioned BCG signals for the detection of fundamental cardiac arrhthmia diseases

ERGİN S., KESKİN K.

2015 International Symposium on Innovations in Intelligent SysTems and Applications (INISTA), Madrid, Spain, 2 - 04 September 2015, pp.238-241, (Full Text)

18. A Feature Selection Analysis in Breast Cancer Diagnosis

Isikli Esener I., ERGİN S., YÜKSEL T.

Medical Technologies National Conference (TIPTEKNO), Bodrum, Turkey, 15 - 18 October 2015, (Full Text) Sustainable Development

19. A New Ensemble of Features for Breast Cancer Diagnosis

ESENER İ. I., ERGİN S., Yuksel T.

38th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), Opatija, Croatia, 25 - 29 May 2015, pp.1168-1173, (Full Text) Sustainable Development

20. The Investigation on the Effect of Feature Vector Dimension for Spam Email Detection with a New Framework

ERGİN S., IŞIK Ş.

9th Iberian Conference on Information Systems and Technologies (CISTI), Barcelona, Spain, 18 - 21 June 2014, (Full Text)

21. The Assessment of Feature Selection Methods on Agglutinative Language for Spam Email Detection: A Special Case for Turkish

ERGİN S., IŞIK Ş.

IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA), Alberobello, Italy, 23 - 25 June 2014, pp.122-125, (Full Text)

22. 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, Spain, 18 - 21 June 2014, (Full Text) Sustainable Development

23. ECG classification using ensemble of features

Günal S., Ergin S., Şora Günal E., Uysal A. K.

2013 47th Annual Conference on Information Sciences and Systems (CISS), Maryland, United States Of America, 20 - 23 March 2013, (Full Text)

24. A novel framework for SMS spam filtering

UYSAL A. K., GÜNAL S., ERGİN S., ŞORA GÜNAL E.

2012 International Symposium on Innovations in Intelligent Systems and Applications, Trabzon, Turkey, 2 - 04 July 2012, (Full Text)

25. Mobil Telefonlarda İstenmeyen SMS Mesajlarının Belirlenmesi

UYSAL A. K., GÜNAL S., ERGİN S., ŞORA GÜNAL E.

20. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Mugla, Turkey, Turkey, 18 - 20 April 2012, (Full Text)

26. Turkish anti spam filtering using binary and probabilistic models

ERGİN S., ŞORA GÜNAL E., Yiğit H., Aydın R.

2nd World Conf. on Information Technology, Antalya, Turkey, 23 - 26 November 2011, vol.1, pp.1007-1012, (Full Text)

27. 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, India, 7 - 09 December 2011, vol.30, pp.1103-1109, (Full Text)

28. 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 December 2011, (Full Text)

29. 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, Turkey, 15 - 17 June 2011, pp.129-132, (Full Text)

30. Stress Level Diagnosis for Automobile Drivers using Common Vector Approach

ERGİN S., Dağ G., GÜLMEZOĞLU M. B.

6th International Advanced Technologies Symposium, Elazığ, Turkey, 16 - 18 May 2011, pp.356-359, (Full Text)

31. 2D DWT Based Feature Extraction for Face Recognition

Çakır S., ERGİN S., GÜLMEZOĞLU M. B.

International Science and Technology Conference, Famagusta, Cyprus (Kktc), 27 - 29 October 2010, pp.6-11, (Full Text)

32. 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 March 2008, pp.624-628, (Full Text)