Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

Articles Published in Other Journals

Refereed Congress / Symposium Publications in Proceedings

Nuclei Instance Segmentation in Colon Histology Images with YOLOv7

2nd International Conference on Advanced Engineering, Technology and Applications, ICAETA 2023, İstanbul, Turkey, 10 - 11 March 2023, vol.1983 CCIS, pp.335-343 identifier

Deep Learning Approaches for Type-1 Diabetes: Blood Glucose Prediction

7th International Conference on Computer Science and Engineering, UBMK 2022, Diyarbakır, Turkey, 14 - 16 September 2022, pp.263-267 Sustainable Development identifier

Automatic classification of the waldenstrom stages of legg-calve-perthes disease from the 2D total proximal femur shape deformity

2021 International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2021, Kocaeli, Turkey, 25 - 27 August 2021 identifier

EncU-Net: A modified U-net for dermoscopic image segmentation EncU-Net: Dermoskopik görüntü bölütlemesi için modifiye edilmiş U-net

29th IEEE Conference on Signal Processing and Communications Applications, SIU 2021, Virtual, Istanbul, Turkey, 9 - 11 June 2021 identifier identifier

3D Femoral Head Detection in MRI Data Sequences with the Integro-differential Operator

2020 Medical Technologies Congress, TIPTEKNO 2020, Antalya, Turkey, 19 - 20 November 2020 identifier

Customer Churn Analysis

Signal Processing and Communications Applications Conference (SIU), İstanbul, Turkey, 5 - 07 October 2020, pp.1-5 identifier

Retinal Vessel Segmentation with Differentiated U-Net Network

Signal Processing and Communications Applications Conference (SIU), Gaziantep, Turkey, 5 - 07 October 2020, pp.1-5 identifier

Derin Öğrenme ile Diyabetik Retinopati Siniflandirilmasi

4.Uluslararası Bilimsel Araştırmalar Kongresi UBAK2019, Yalova, Turkey, 14 - 17 February 2019, pp.1-5 Sustainable Development

Identifing of Alphanumerical Codes in Promotional products by Using of Deep Neural Network

2018 3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosnia and Herzegovina, Bosnia And Herzegovina, 20 - 23 September 2018, vol.1 identifier identifier

MR Görüntülerin Bölütlenmesinde Kullanılan Medikal Yazılım Araçlarına Kısa Bir Bakış

Tıp Teknolojileri Kongresi – TIPTEKNO 2018 , Gazimagusa, Cyprus (Kktc), 8 - 10 November 2018, pp.1-5

Segmentation of Femoral Cartilage with a Hybrid Method Combining Voxel Classification and Active Appearance Models

3rd International Conference on Biomedical Imaging, Signal Processing (ICBSP 2018), Bari, Italy, 11 October 2018, pp.1-8

3D Detection of Spheric and Aspheric Femoral Heads in Coronal MR Images of Patients with Legg-Calve-Perthes Disease Using the Spherical Hough Transform

3rd International Conference on Biomedical Imaging, Signal Processing (ICBSP 2018), Bari, Italy, 11 October 2018, pp.1-8

3D detection of spheric and aspheric femoral heads in coronal MR images of patients with Legg-Calve-Perthes disease using the Spherical Hough Transform

3rd International Conference on Biomedical Imaging, Signal Processing, ICBSP 2018, Bari, Italy, 11 - 13 October 2018, pp.46-52 identifier

Segmentation of femoral cartilage with a hybrid method combining voxel classification and active appearance models

3rd International Conference on Biomedical Imaging, Signal Processing, ICBSP 2018, Bari, Italy, 11 - 13 October 2018, pp.61-67 identifier

Alfanümerik Promosyon Kodlarının Derin Sinir Ağı kullanarak Mobil Platformlarda Tanınması

Uluslararası Bilgisayar Mühendisliği Kongresi, Sarajevo, Bosnia And Herzegovina, 20 September 2018, pp.1

Femoral head detection in perthes MR slices with circular hough transform

2018 26th Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018, vol.1 identifier

Meniscus tear classification using histogram of oriented gradients in knee MR images

2018 26th Signal Processing and Communications Applications Conference (SIU), Izmir, Turkey, Turkey, 2 - 05 May 2018, vol.1 identifier

Diz Eklemi Menisküs Yapılarının Bölütlenmesinde Manyetik Rezonans Görüntüleme ve Farklı Uyarım Dizileri

II. International Scientific and Vocational Studies Congress, (BILMES EN-NAT 2018), Nevşehir, Turkey, 5 - 08 July 2018

Perthes MR Kesitlerinde Dairesel Hough Dönüşümü ile Femur Başı Tespiti

26. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı, İzmir, Turkey, 02 May 2018, pp.1-2

Diz MR Görüntülerinde Yönelimli Gradyan Histogramları Kullanılarak Menisküs Yırtık Sınıflandırması

26. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı, İzmir, Turkey, 02 May 2018, pp.5-6

A survey of product recognition in shelf images

International Conference on Computer Science and Engineering (UBMK), 5 - 08 October 2017 identifier identifier

Harris Köşe Bulma Algoritmasının Hacimsel Görüntüler için Uygulanması

Akıllı Sistemlerde Yenilikler ve Uygulamaları Konferansı (ASYU-2017), 5 - 07 October 2017

Store Products Recognition and Counting System Using Computer Vision

IEEE 2nd International Conference on Signal and Image Processing (ICSIP), Singapore, Singapore, 4 - 06 August 2017, pp.1-5

Customer Churn Prediction in Telecommunication with Rotation Forest Method

The Ninth International Conference on Advances in Databases, Knowledge, and Data Applications, DBKDA 2017, Barselona, Spain, 21 May 2017, pp.1-5 Sustainable Development

Meniscus segmentation and tear detection in the knee MR images by fuzzy c-means method

2017 25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, Turkey, 15 - 18 May 2017, pp.1300-1304 identifier

Predicting venues in location based social network

Seventh International Conference on Computer Science, Engineering and Applications (CCSEA 2017), Dubai, United Arab Emirates, 28 January 2017, pp.1-5

Veri Madenciliği Yöntemleri ile Mühendislik Fakültesi Öğrencilerinin Başarısını Etkileyen Faktörlerin Analizi

Uluslararası Bilgisayar Bilimleri ve Mühendisliği Konferansı (UBMK2016), Tekirdağ, Turkey, 20 - 23 October 2016

Modelling User’s Location Check-ins on Location-Based Social Networks

3rd European Conference on Social Media, Caen, France, 12 July 2016, pp.1-5

Turkish Sign Language Recognition Using Hidden Markov Model

Fourth International Conference on Signal Image Processing and Multimedia (SIPM 2016), Zürih, Switzerland, 25 June 2016, pp.1-5

Diz MR Görüntülerinde Menisküs Bölgelerinin Otomatik Tespiti

24. Sinyal İşleme ve Uygulamaları Kurultayı, Zonguldak, Turkey, 16 - 19 May 2016 identifier identifier

Location Prediction in Location-based Social Networks

6th World Conference on Innovation and Computer Science, Antalya, Turkey, 12 May 2016, pp.1-5

Classification of bone pathologies with finite discrete shearlet transform based shape descriptors

Image Processing Theory, Tools and Applications (IPTA), 2015 International Conference on, Orleans, France, 10 November 2015, pp.293-297

An Identification Method of Normal and Edematous Humeral Head from PD Weighted MR Images Based on GLCM Texture Features

International Conference on Medical, Biological and Pharmaceutical Sciences, Paris, France, 11 April 2015, pp.1-5

Segmentation of humeral head from axial proton density weighted shoulder MR images

Tenth International Symposium on Medical Information Processing and Analysis, Cartagena, Colombia, 29 - 31 January 2015, pp.1-5

User based and item based collaborative filtering with temporal dynamics

2014 22nd Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey, 23 - 25 April 2014 identifier identifier

Segmentation of humeral head from MR slices

2014 22nd Signal Processing and Communications Applications Conference, SIU 2014 - Proceedings, Trabzon, Turkey, 18 April 2014, pp.1399-1402

Omuz MR Kesitlerinden Humerus Başının Bölütlenmesi

22. Sinyal İşleme ve Uygulamaları Kurultayı, Trabzon, Turkey, 22 April 2014, pp.1-5

Segmentation of humeral head from MR slices Omuz MR kesitlerinden humerus başinin bölütlenmesi

2014 22nd Signal Processing and Communications Applications Conference, SIU 2014, Trabzon, Turkey, 23 - 25 April 2014, pp.1399-1402 identifier identifier

A Kinect Based Sign Language Recognition System Using Spatio temporal Features

The 6th International Conference on Machine Vision (ICMV 2013) , November 16-17, 2013, London, United Kingdom, 16 - 17 November 2013, pp.1-5 identifier identifier

An Iris Recognition System Based on Angular Radial Partitioning and Statistical Texture Analysis with Sum and Difference Histogram

2nd International Symposium on Computing in Informatics and Mathematics (ISCIM 2013), Tirane, Albania, 26 - 28 September 2013, pp.1-5

An Iris Recognition System Based on Angular Radial Partitioning and Statistical Texture Analysis with Sum & Difference Histogram

2nd International Symposium on Computing in Informatics and Mathematics (ISCIM 2013), Tirane, Albania, 26 September 2013, pp.1-5

Alleviating the Class Imbalance Problem in Data Mining

International Conference on Data Mining (DMIN13), Arizona, United States Of America, 22 - 25 July 2013, pp.1-5

Turkish Sign Language recognition using spatio temporal features on Kinect RGB video sequences and depth maps

Signal Processing and Communications Applications Conference (SIU 2013), Lefkoşa, Cyprus (Kktc), 23 - 26 April 2013, pp.1-5 identifier

Classification with Emotional Faces via a Robust Sparse Classifier 15 18 September 2012 Istanbul

3rd International Conference on Image Processing Theory, Tools and Applications (IPTA 2012), Turkey, 15 - 18 September 2012

Application of Self Organizing Maps to a Multivariate Dataset December 12 13 2011 Hong Kong

International Conference on Business Intelligence and Financial Engineering (ICBIFE 2011), Kowloon, Hong Kong, 12 - 13 December 2011, pp.1-5

Automatic Recognition of Turkish Fingerspelling

International Symposium on Innovations in Intelligent Systems and Applications (INISTA 2011), Turkey, İstanbul, Turkey, 15 June 2011, pp.264-267

Seyrek Yaklaşımlar ile Yüz Sınıflama

Sinyal İşleme ve Uygulamaları Kurultayı-SİU2011, Antalya, Turkey, 20 April 2011, pp.1-5

El Şekli Tanıma ve Sınıflama

Sinyal İşleme ve Uygulamaları Kurultayı-SIU2011, Antalya, Turkey, 22 April 2011, pp.1-5

Face Classification via Sparse Approximation

The Third European Workshop on Biometrics and Identity Management (BioID 2011), Brandenburg, Germany, Brandenburg, Germany, 08 March 2011, pp.1-5

Face Classification via Sparse Approximation

The Third European Workshop on Biometrics and Identity Management (BioID 2011, Bremen, Germany, 8 - 10 March 2011

Açısal Radyal Parçalamaya ve İstatistiksel Doku Analizine Dayalı İris Tanıma Sistemi

Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu-ASYU2010, Kayseri, Turkey, 21 June 2010, pp.1-5

Recursive Partitioned DBSCAN

Signal Processing and Communications Applications Conference (SIU), 2010 IEEE 18th, Diyarbakır, Turkey, 22 - 24 April 2010, pp.1-5 identifier

Özyinelemeli-Bölünmeli DBSCAN

Sinyal İşleme ve Uygulamaları Kurultayı -SIU2010, Diyarbakır, Turkey, 21 April 2010, pp.1-5

Rasgele Vektörlerle Biyometrik Yüz Tanıma

Sinyal İşleme ve Uygulamaları Kurultayı-SIU2010, Diyarbakır, Turkey, 21 April 2010, pp.1-5

Mining of Microarray Gene Expression Data

International Symposium on Innovations in Intelligent Systems and Applications-INISTA2009, Turkey, Trabzon, Turkey, 29 June 2009, pp.1-5

Aktif Görünüm Modeli Kullanarak Yüz Tanıma

Sinyal İşleme ve İletişim Uygulamaları Kurultayı -SIU2009, Antalya, Turkey, 08 April 2009, pp.1-5

Hızlı Hizalama, Kalın Kenar Bulma Ve Cezalandırmalı Korelasyon İle Türk İşaret Dili Alfabesi Tanıma

Sinyal İşleme ve İletişim Uygulamaları Kurultayı-SIU2007, Eskişehir, Turkey, 11 June 2007, pp.1-5

Turkish Fingerspelling Recognition System Using Axis of Least Inertia Based Fast Alignment

19th Australian Joint Conference on Artificial Intelligence, Hobart, Australia, Hobart, Australia, 01 December 2006, pp.473-481

Mobil İletişim Tabanlı Uzaktan Yönlendirilebilir Görüntü İzleme Sistemi

Sinyal İşleme ve İletişim Uygulamaları Kurultayı-SIU2006, Antalya, Turkey, 17 April 2006, pp.1-5

Color Image Compression using Self-Organizing Feature Map

Intertanional Conference on Artificial Intelligence and Applications, Innsbruck, Austria, 13 February 2006, pp.1-5

Content-Based Image Retrieval System Using Color Features

International Symposium on Innovations in Intelligent Systems and Applications, İstanbul, Turkey, 15 June 2005, pp.13-16

A Comparison Of Color Image Quantization Methods On Different Color Spaces

International Symposium on Innovations in Intelligent Systems and Applications-INISTA2005, Turkey, İstanbul, Turkey, 15 June 2005, pp.1-5

Renk Özelliğine Dayalı Bir İçerik Tabanlı Görüntü Erişim Sistemi

Havacılıkta İleri Teknolojiler Sempozyumu, İstanbul, Turkey, 09 December 2004, pp.541-546

Renk Özelliği ile İçerik Tabanlı Görüntü Erişimi

Havacılıkta İleri Teknolojiler Sempozyumu- HITEK2004, İstanbul, Turkey, 01 December 2004, pp.1-5

Fuzzy C-Means Clustering on Medical Diagnostic Systems

International Twelfth Turkish Symposium on Artificial Intelligence and Neural Network, Çanakkale, Turkey, 02 July 2003, vol.1, pp.10-14

Fuzzy C Means Clustering on Medical Diagnostic Systems Çanakkale Turkey July 2 4 2003

International Twelfth Turkish Symposium on Artificial Intelligence and Neural Networks (TAINN2003), Çanakkale, Turkey, 2 - 04 July 2003

Dairesel Bakışımlı Renkli İmge Damgalama

Sinyal İşleme ve İletişim Uygulamaları Kurultayı-SIU2003, İstanbul, Turkey, 18 June 2003, pp.1-5

Dayanıklı Sayısal Resim Damgalama

Elektrik -Elektronik- Bilgisayar Mühendisliği Sempozyumu -ELECO 2002, Bursa, Turkey, 21 November 2002, pp.1-5

Tiroit Bezi Verilerinin Eğiticili ve Eğiticisiz Yöntemlerle Sınıflanması

Sinyal İşleme ve İletişim Uygulamaları Kurultayı-SİU 2002, Denizli, Turkey, 12 June 2002, pp.1-5

Color Image Quantization by Kohonen Neural Networks

The Sixteenth International Symposium on Computer and Information Sciences (ISCIS 2001), Turkey, Antalya, Turkey, 06 June 2001, pp.1-5

Renkli Görüntülerde Ağırlıklı K-means Yöntemi ile Renk Topaklama

9.Sinyal İşleme ve Uygulamaları Kurultayı -SİU 2001, Lefkoşa, Cyprus (Kktc), 25 - 27 April 2001, pp.1-5

Content Based Image Retrieval by Different Color Spaces

The Fifteenth International Symposium on Computer and Information Sciences (ISCIS 2000), Turkey, İstanbul, Turkey, 07 June 2000, pp.1-5

B-Spline Fonksiyonları ile Görüntü Aradeğerleme işleminde Spline Katsayılarının İyileştirilmesi

2.Yapay Zeka ve Yapay Sinir Ağları Sempozyumu, İstanbul, Turkey, 01 January 1993, pp.1-5

Books & Book Chapters

Metrics

Publication

121

Citation (WoS)

176

H-Index (WoS)

9

Citation (Scopus)

328

H-Index (Scopus)

12

Citiation (TrDizin)

3

H-Index (TrDizin)

1

Project

6

Thesis Advisory

35

Open Access

48
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