Publications & Works

Articles Published in Journals That Entered SCI, SSCI and AHCI Indexes

SAR image classification post-processing with multiscale complementary Gaussian kernel weighting

Signal Image And Video Processing, vol.1, no.1, pp.1-9, 2021 (Journal Indexed in SCI Expanded)

Detection of mitotic cells in breast cancer histopathological images using deep versus handcrafted features

Multimedia Tools And Applications, vol.1176, pp.1-24, 2021 (Journal Indexed in SCI Expanded) Sustainable Development

MCK-ELM: multiple composite kernel extreme learning machine for hyperspectral images

NEURAL COMPUTING & APPLICATIONS, vol.32, pp.6809-6819, 2020 (Journal Indexed in SCI) identifier identifier

Semisupervised Hyperspectral Image Classification Using Deep Features

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, vol.12, pp.3615-3622, 2019 (Journal Indexed in SCI) identifier identifier

Automatic cell segmentation in histopathological images via two-staged superpixel-based algorithms

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, vol.57, no.3, pp.653-665, 2019 (Journal Indexed in SCI) Sustainable Development identifier identifier identifier

Multiple-instance ensemble learning for hyperspectral images

JOURNAL OF APPLIED REMOTE SENSING, vol.11, 2017 (Journal Indexed in SCI) identifier identifier

Cell segmentation in histopathological images with deep learning algorithms by utilizing spatial relationships

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, vol.55, pp.1829-1848, 2017 (Journal Indexed in SCI) Sustainable Development identifier identifier identifier

Semisupervised Hyperspectral Image Classification Using Small Sample Sizes

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, vol.14, no.5, pp.621-625, 2017 (Journal Indexed in SCI) identifier identifier

Integration of spectral and spatial information via local covariance matrices for segmentation and classification of hyperspectral images

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, vol.24, no.6, pp.4824-4838, 2016 (Journal Indexed in SCI) identifier identifier

Kernel Fukunaga-Koontz Transform Subspaces for Classification of Hyperspectral Images With Small Sample Sizes

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, vol.12, no.6, pp.1287-1291, 2015 (Journal Indexed in SCI) identifier identifier

Segmentation of Hyperspectral Images via Subtractive Clustering and Cluster Validation Using One-Class Support Vector Machines

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, vol.49, no.8, pp.2936-2944, 2011 (Journal Indexed in SCI) identifier identifier

Computerized Classification of Intraductal Breast Lesions Using Histopathological Images

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, vol.58, no.7, pp.1977-1984, 2011 (Journal Indexed in SCI) Sustainable Development identifier identifier identifier

Articles Published in Other Journals

Classification of Breast Cancer Images Using Ensembles of Transfer Learning

Sakarya University Journal of Science, vol.24, no.5, pp.791-802, 2020 (International Refereed University Journal) Sustainable Development

Hafif Gradyan Artırma Makineleri ile Tarımsal Ürünlerin Sınıflandırılması

Turkish Journal of Remote Sensing and GIS, vol.1, no.2, pp.97-105, 2020 (Other Refereed National Journals)

Scattering Wavelet Hash Fingerprints for Musical Audio Recognition

International Journal of Innovative Technology and Exploring Engineering, vol.8, pp.1011-1015, 2019 (Refereed Journals of Other Institutions) identifier

Serviks Kanserinin Erken Teşhisi için Çok Katmanlı Sitoloji Küplerinde Çekirdek ve Sitoplazma Bölütlenmesi

Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi, vol.22, no.2, pp.727-735, 2018 (National Refreed University Journal) Sustainable Development

Sleep stage classification via ensemble and conventional machine learning methods using single channel EEG signals

International Journal of Intelligent Systems and Applications in Engineering, vol.5, no.4, pp.174-184, 2017 (Refereed Journals of Other Institutions)

Sleep Apnea Detection Using Adaptive Neuro Fuzzy Inference System

Engineering, vol.5, pp.259-263, 2013 (Refereed Journals of Other Institutions)

Refereed Congress / Symposium Publications in Proceedings

Cell Segmentation in Triple-Negative Breast Cancer Histopathological Images Using U-Net Architecture

2020 28th Signal Processing and Communications Applications Conference (SIU), Gaziantep, Turkey, 5 - 07 October 2020, pp.1-4 Sustainable Development identifier

Classification of Breast Cancer Histopathology Images by Cell-Centered Deep Learning Approach

2020 28th Signal Processing and Communications Applications Conference (SIU), Gaziantep, Turkey, 5 - 07 October 2020, pp.1-4 Sustainable Development identifier

Speaker Diarization using Embedding Vectors

2020 28th Signal Processing and Communications Applications Conference (SIU), Gaziantep, Turkey, 5 - 07 October 2020, pp.1-4 identifier

Feature Extraction with Bidirectional Encoder Representations from Transformers in Hyperspectral Images

2020 28th Signal Processing and Communications Applications Conference (SIU), Gaziantep, Turkey, 5 - 07 October 2020, pp.1-4 identifier

Transfer Learning Methods for Using Textural Features in Histopathological Image Classification

2020 Medical Technologies Congress (TIPTEKNO), Antalya, Turkey, 19 - 20 November 2020, pp.1-4 identifier

Classification of Malignant Lymphoma Types Using Convolutional Neural Network

2020 Medical Technologies Congress (TIPTEKNO), Antalya, Turkey, 19 - 20 November 2020, pp.1-4 identifier

À Trous Wavelet Decomposition Based Hyperspectral Image Classification

IEEE Innovations in Intelligent Systems and Applications Conference (ASYU 2020), İstanbul, Turkey, 15 - 17 October 2020, pp.1-4 identifier

Speech Segmentation and Speaker Diarization using Time-Delay Neural Network

IEEE Innovations in Intelligent Systems and Applications Conference (ASYU 2019), İzmir, Turkey, 31 October - 02 November 2019, pp.1-5 identifier

Visual Saliency Aided SAR and Optical Image Matching

IEEE Innovations in Intelligent Systems and Applications Conference (ASYU 2019), İzmir, Turkey, 31 October - 02 November 2019, pp.1-5 identifier

Classification of Cell Types on Histopathological Images Using Local Binary Patterns

IEEE Medical Technologies Congress (TIPTEKNO 2019), Aydın, Turkey, 3 - 05 October 2019, pp.1-4 identifier

Classification of Nuclei in Colon Cancer Images using Ensemble of Deep Learned Features

IEEE Medical Technologies Congress (TIPTEKNO 2019), Aydın, Turkey, 3 - 05 October 2019, pp.1-4 Sustainable Development identifier

Detection and Grading of Breast Cancer via Spatial Features in Histopathological Images

IEEE Medical Technologies Congress (TIPTEKNO 2019), Aydın, Turkey, 3 - 05 October 2019, pp.1-4 Sustainable Development identifier

Cell Segmentation Using Multiple Instance Learning Based Support Vector Machines

IEEE Medical Technologies Congress (TIPTEKNO 2019), Aydın, Turkey, 3 - 05 October 2019, pp.1-4 identifier

Mitosis Detection in Multispectral Histopathological Images with Deep Learning

IEEE Medical Technologies Congress (TIPTEKNO 2019), Aydın, Turkey, 3 - 05 October 2019, pp.1-4 identifier

A Booster Analysis of Extreme Gradient Boosting for Crop Classification using PolSAR Imagery

IEEE 8th International Conference on Agro-Geoinformatics (Agro-Geoinformatics 2019), Istanbul, Turkey, Turkey, 16 - 19 July 2019, pp.1-4 identifier

Music Genre Classification via Sequential Wavelet Scattering Feature Learning

The 12th International Conference on Knowledge Science, Engineering and Management (KSEM 2019), Athens, Greece, 28 - 30 August 2019, vol.11776, pp.365-372 identifier

Classification of FTIR Spectra of Olive Oil with Features of Variational Mode Decomposition and Wavelet Transform

IEEE 27th Signal Processing and Communications Applications Conference (SIU 2019), Sivas, Turkey, 24 - 26 April 2019, pp.1-4 identifier

Use of Spatial Information via Markov and Conditional Random Fields in Histopathological Images

IEEE 42nd International Conference on Telecommunications and Signal Processing (TSP 2019), Budapest, Hungary, 1 - 03 July 2019, pp.71-75 identifier identifier

Nuclei Classification in Histopathological Images via Local Phase Quantization and Convolutional Neural Network

IEEE Scientific Meeting on Electrical-Electronics Biomedical Engineering and Computer Science (EBBT 2019 ), İstanbul, Turkey, 24 - 26 April 2019, pp.1-5 identifier

Textural feature extraction and multiple instance learning for cell segmantation in histopathological images

IEEE Scientific Meeting on Electrical-Electronics Biomedical Engineering and Computer Science (EBBT 2019), İstanbul, Turkey, 24 - 26 April 2019, pp.1-6 identifier

Semantic nuclei segmentation with deep learning on breast pathology images

IEEE Scientific Meeting on Electrical-Electronics Biomedical Engineering and Computer Science (EBBT 2019), İstanbul, Turkey, 24 - 26 April 2019, vol.1 identifier

Pre-trained Classification of Hyperspectral Images Using Denoising Autoencoders and Joint Features

Proceedings of the 2019 2nd International Conference on Geoinformatics and Data Analysis (ICGDA 2019), Prague, Czech Republic, 15 - 17 March 2019, pp.66-70 identifier identifier

Automatic Nuclei Detection in Histopathological Images based on Convolutional Neural Networks

Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (Biosignals 2019), Prague, Czech Republic, 22 - 24 February 2019, vol.4, pp.193-200 identifier identifier

Lenfoma Histopatolojik Görüntülerinin Uzamsal Özellik Tanımlayıcıları Temelinde Evrişimsel Yapay Sinir Ağı ile Sınıflandırılması

Elektrik, Elektronik ve Biyomedikal Mühendisliği Konferansı, ELECO’18, Bursa, Turkey, 29 November - 01 December 2018, pp.1-5

Histopatolojik Görüntülerde Kodlayıcı-Çözücü Tabanlı Derin Öğrenme Algoritması ile Hücresel Yapıların Bölütlenmesi

IEEE Tıp Teknolojileri Kongresi, TipTekno’18, Gazi Magosa, Cyprus (Kktc), 8 - 10 November 2018, pp.218-221

An application of roll-invariant polarimetric features for crop classification from multi-temporal RADARSAT-2 SAR data

2018 ISPRS Technical Commission I Midterm Symposium on Innovative Sensing - From Sensors to Methods and Applications, Karlsruhe, Germany, 10 - 12 October 2018, vol.42, pp.451-456 identifier

A Hybrid Method of Superpixel Segmentation Algorithm and Deep Learning Method in Histopathological Image Segmentation

2018 IEEE International Conference on Innovations in Intelligent Systems and Applications, INISTA 2018, Thessaloniki, Greece, 3 - 05 July 2018 identifier

Classification of tumor regions in histopathological images using convolutional neural networks

26th Signal Processing and Communications Applications Conference (SIU), Izmir, Turkey, Turkey, 2 - 05 May 2018, pp.1-4 identifier

Face recognition using graph extreme learning machine with L21 norm regularization

10th International Conference on Electrical and Electronics Engineering (ELECO), 30 November - 02 December 2017 identifier

Hyperspectral Image Classification Using Reduced Extreme Learning Machine

3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosnia And Herzegovina, 20 - 23 September 2018, pp.372-375 identifier identifier

Graph Extreme Learning Machine with L_21-norm Regularization for Face Recognition

10th International Conference on Electrical and Electronics Engineering, ELECO’17, Bursa, Turkey, 30 November - 02 December 2017

Classification of Sentinel-1A SAR Data Using Principal Component Analysis and Kernel PrincipalComponent Analysis”

INTERNATIONAL SYMPOSIUM ON GIS APPLICATIONSIN GEOGRAPHY AND GEOSCIENCES, 18 October - 21 November 2017

Histopatolojik Görüntülerde Gabor Filtresi Tabanlı Özniteliklerle Hücre Tespiti

21. Biyomedikal Mühendisliği Ulusal Toplantısı, BIYOMUT’17, İstanbul, Turkey, 24 - 26 November 2017

Histopatolojik Görüntülerde Hücre Sınıflandırılması için İstatistiksel-Uzamsal Yaklaşım

21. Biyomedikal Mühendisliği Ulusal Toplantısı, BIYOMUT’17, İstanbul, Turkey, 24 - 26 November 2017

Derin Ögrenme ve Sezgisel Optimizasyon ile Histopatolojik Görünülerde Çekirdek Merkezlerinin Bulunması

21. Biyomedikal Mühendisliği Ulusal Toplantısı, BIYOMUT’17, İstanbul, Turkey, 24 - 26 November 2017

Histopatolojik Görüntülerde Gabor Filtresi Tabanlı Özniteliklerle Hücre Tespiti; Cell Detection with Gabor Filter-Based Features in Histopathologic Images

21. Biyomedikal Mühendisliği Ulusal Toplantısı, BIYOMUT’17 – 21st National Biomedical Engineering Conference, İstanbul, Turkey, 24 November 2017, pp.1-4

Histopatolojik Görüntülerde Hücre Sınıflandırılması için İstatistiksel-Uzamsal Yaklaşım; Statistical-Spatial Approach for Cell Classification in Histopathological Imagery10.1109/

21. Biyomedikal Mühendisliği Ulusal Toplantısı, BIYOMUT’17 – 21st National Biomedical Engineering Conference, İstanbul, Turkey, 24 November 2017, pp.1-4

Derin Ögrenme ve Sezgisel Optimizasyon ile Histopatolojik Görünülerde Çekirdek Merkezlerinin Bulunması; Nuclei Detection in Histopathological Images with Deep Learning and Heuristic Optimization 10.1109/

21. Biyomedikal Mühendisliği Ulusal Toplantısı, BIYOMUT’17 – 21st National Biomedical Engineering Conference, İstanbul, Turkey, 24 November 2017, pp.1-4

2D2PCA-based hyperspectral image classification with utilization of spatial information

5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2013, Florida, United States Of America, 26 - 28 June 2013 identifier

Multiscale local covariance based feature extraction for segmantation of hyperspectral images

5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2013, Florida, United States Of America, 26 - 28 June 2013 identifier

Büyük Boyutlu Medikal Görüntülerin Evrişimsel Sinir Ağlarıyla Sınıflandırılması

5th National High Performance Computing Conference, İstanbul, Turkey, 14 - 15 September 2017

Büyük Boyutlu Medikal Görüntülerin Evrişimsel Sinir Ağlarıyla Sınıflandırılması; Classification of Large-Scale Medical Images with Convolutional Neural Networks

5.Ulusal Yüksek Başarımlı Hesaplama Konferansı – 5th National High Performance Computing Conference, İstanbul, Turkey, 14 September 2017, pp.1-4

Detection of mitotic cells in multispectral histopathological images Multispektral Histopatolojik Görüntülerde Mitozlu Hücre Tespiti

25th Signal Processing and Communications Applications Conference, SIU 2017, Antalya, Turkey, 15 - 18 May 2017 identifier

Gerçek Zamanlı EKG İşaretlerinin Mobil Sistemde İzlenmesi

2. Ulusal Biyomedikal Cihaz Tasarımı ve Üretimi Sempozyumu, İstanbul, Turkey, 16 May 2017

Gerçek Zamanlı EKG İşaretlerinin Mobil Sistemde İzlenmesi; Monitoring Real-Time ECG Signals in the Mobile System

2. Ulusal Biyomedikal Cihaz Tasarımı ve Üretimi Sempozyumu - The 2nd National Biomedical Device Design and Production Symposium, İstanbul, Turkey, 16 May 2017, pp.61-64

Land Use and Cover Classification of Sentinel-1A SAR Imagery: A Case Study of Istanbul

25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017 Sustainable Development identifier identifier

Combining Landsat and ALOS Data for Land Cover Mapping

25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017 Sustainable Development identifier identifier

Nucleus and Cytoplasm Segmentation in Multilayered Cytology Cubes for Early Detection of Cervical Cancer

20. Biyomedikal Mühendisliği Ulusal Toplantısı, İzmir, Turkey, 3 - 05 November 2016, pp.105-109 Sustainable Development

Local Averaging Based Feature Extraction on Hyperspectral Image Data

17th IEEE International Symposium on Computational Intelligence and Informatics (CINTI), Budapest, Hungary, 17 - 19 November 2016, pp.157-161 identifier identifier

Feature Extraction for Histopathological Images Using Convolutional Neural Network

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.645-648 Sustainable Development identifier identifier

Semi-supervised Classification of Hyperspectral Images with Small Sample Sizes

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.681-684 identifier identifier

Multiple Instance Bagging Based Ensemble Classification of Hyperspectral Images

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.757-760 identifier identifier

Hyperspectral Image Classification Using Spatial Features Extracted by Fuzzy C-Means and Dirichlet Mixture Model

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.897-900 identifier identifier

Mitosis Detection Using Convolutional Neural Network Based Features

17th IEEE International Symposium on Computational Intelligence and Informatics (CINTI), Budapest, Hungary, 17 - 19 November 2016, pp.335-339 Sustainable Development identifier identifier

Effects of Color Spaces to the Cell Segmentation in Histopathological Images

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.829-832 identifier identifier

Detection of Mitotic Cells Using Completed Local Binary Pattern in Histopathological Images

23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.1078-1081 Sustainable Development identifier identifier

A Comparative Study on Manifold Learning of Hyperspectral Data for Land Cover Classification

6th International Conference on Graphic and Image Processing (ICGIP), Beijing, China, 24 - 26 October 2014, vol.9443 identifier identifier

Multiple Instance Bagging Approach for Ensemble Learning Methods on Hyperspectral Images

23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.403-406 identifier identifier

Comparative Analysis of Codeword Representation by Clustering Methods for the Classification of Histological Tissue Types

8th International Conference on Machine Vision (ICMV), Barcelona, Spain, 19 - 21 November 2015, vol.9875 identifier identifier

Segmentation of Histopathological Images with Convolutional Neural Networks using Fourier Features

23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.455-458 identifier identifier

Combination of Sparse and Semi-Supervised Learning for Classification of Hyperspectral Images

23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.592-595 identifier identifier

Classification of histopathological images using convolutional neural network

4th International Conference on Image Processing Theory, Tools and Applications, IPTA 2014, Paris, France, 14 - 17 October 2014 identifier

Hiperspektral Görüntü Sıkıştırma Yöntemlerinin Karşılaştırılması

IEEE 22. Sinyal İşleme ve Uygulamaları Kurultayı (SIU 2014), Trabzon, Turkey, 23 - 25 April 2014, pp.200-203 identifier identifier

ECG Classification with Emprical Mode Decomposition Denoised by Wavelet Transform

22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey, 23 - 25 April 2014, pp.694-697 identifier identifier

Detection of churned and retained users with machine learning methods for mobile applications

3rd International Conference on Design, User Experience, and Usability: User Experience Design for Diverse Interaction Platforms and Environments, DUXU 2014, Held as Part of 16th International Conference on Human-Computer Interaction, HCI Int. 2014, Heraklion, Greece, 22 - 27 June 2014, pp.234-245 identifier identifier

Hyperspectral Image Segmentation Using The Dirichlet Mixture Models

22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey, 23 - 25 April 2014, pp.983-986 identifier identifier

Fusion and Classification of Synthetic Aparture Radar and Multispectral Sattellite Data

22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey, 23 - 25 April 2014, pp.754-757 identifier identifier

A new framework for increasing user engagement in mobile applications using machine learning techniques

2nd International Conference on Design, User Experience, and Usability: Web, Mobile, and Product Design, DUXU 2013, Held as Part of 15th International Conference on Human-Computer Interaction, HCI International 2013, Las Vegas, NV, United States Of America, 21 - 26 July 2013, pp.651-659 identifier

Histopatolojik Görüntülerin Bölütlenmesinde Uzamsal Iliskilerin Degerlendirilmesi

IEEE 21. Sinyal İşleme ve Uygulamaları Kurultayı (SIU 2013), Girne, Cyprus (Kktc), 24 - 26 April 2013, pp.1-4 identifier

Hiperspektral Görüntülerin Özuzayda Yerel Ortak Degisinti Matrisleri Kullanılarak Bölütlenmesi

IEEE 21. Sinyal İşleme ve Uygulamaları Kurultayı (SIU 2013), Girne, Cyprus (Kktc), 24 - 26 April 2013 identifier

Yerel Kesirli Fourier Dönüşümü ile Aritmi Sınıflandırılması

IEEE 21. Sinyal İşleme ve Uygulamaları Kurultayı (SIU 2013), Girne, Turkey, 24 - 26 April 2013 identifier

Histopatolojik Görüntülerde Mitozlu Hücrelerin Dokusal Öznitelikler Kullanılarak Belirlenmesi

IEEE 21. Sinyal İşleme ve Uygulamaları Kurultayı (SIU 2013), Girne, Turkey, 24 - 26 April 2013 identifier

Embolic Doppler Ultrasound Signal Detection via Fractional Fourier Transform

35th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), Osaka, Japan, 3 - 07 July 2013, pp.3050-3053 identifier identifier identifier

Breast Cancer Mitosis Detection in Histopathological Images with Spatial Feature Extraction

6th International Conference on Machine Vision (ICMV), London, Canada, 16 - 17 November 2013, vol.9067 Sustainable Development identifier identifier

Exploiting Locality Based Fourier Transform for ECG Signal Diagnosis

17th International Conference on Applied Electronics (AE 2012), Pilsen, Czech Republic, 5 - 07 September 2012, pp.323-326 identifier

Hiperspektral Görüntülerin Yerel Ortak değişinti Matrisleri Kullanılarak Bölütlenmesi

IEEE 20. Sinyal İşleme ve Uygulamaları Kurultayı (SIU 2012), Muğla, Turkey, 18 - 20 April 2012

One class support vector machines based cluster validity in the segmentation of hyperspectral images

SIU 2009. IEEE 17th Signal Processing and Communications Applications Conference, 2009, Turkey, 9 - 11 April 2009

Hiperspektral Görüntülerin Bölütlenmesinde Bir Sınıf Destek Vektör Makinesi Tabanlı Kümeleme Geçerliliği

IEEE 17. Sinyal İşleme ve Uygulamaları Kurultayı (SIU 2009), Antalya, Turkey, 9 - 11 April 2009, pp.820-823

Hiperspektral Görüntülerin Bulanık Yaklaşımlarla Bölütlenmesi

IEEE 16. Sinyal İşleme ve Uygulamaları Kurultayı (SIU 2008), Aydın, Turkey, 20 - 22 April 2008

Hiperspektral Görüntülerin Doğrusal Olmayan Yöntemlerle Boyutunun İndirgenmesi ve Bölütlenmesi

IEEE 16. Sinyal İşleme ve Uygulamaları Kurultayı (SIU 2008), Aydın, Turkey, 20 - 22 April 2008

Dalgacık ve Birleşik Dalgacık Paket Dönüşümü Kullanarak Kalp Aritmilerinin Sınıflandırılması

IEEE 16. Sinyal İşleme ve Uygulamaları Kurultayı (SIU 2008), Aydın, Turkey, 20 - 22 April 2008 identifier

Multiscale windowed denoising and segmentation of hyperspectral images

IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, İstanbul, Turkey, 14 - 16 July 2008, pp.33-34 identifier identifier

Effects of Data Reduction Methods on the Performance of Statistical Neural Networks in Medical Applications

International Conference on Electrical and Electronics Engineering (ELECO 2007), Bursa, Turkey, 5 - 09 December 2007, pp.136-139

A New Feature Extraction Technique Subspace Angular Transform SAT for Pattern Recognition

International Symposium on Innovations in Intelligent Systems and Applications (INISTA 2007), İstanbul, Turkey, 20 - 23 June 2007, pp.144-148

Breast Cancer Diagnosis by Using Active Learning PNN

International Symposium on Innovations in Intelligent Systems and Applications (INISTA 2007), İstanbul, Turkey, 20 - 23 June 2007, pp.238-241 Sustainable Development

Eş Zamanlı Konum Belirleme ve Harita Oluşturma Amaçlı Otonom Bir Robot

Elektrik Elektronik Bilgisayar Mühendisliği Sempozyumu (ELECO 2006), Bursa, Turkey, 6 - 10 December 2006, pp.225-229

Dalga Biçimlerinin Aktif Öğrenen Sinir Ağları ile Sınıflandırılması

Otomatik Kontrol Türk Milli Komitesi 2006, Ankara, Turkey, 6 - 08 November 2006, pp.118-121

Dalga Biçimlerin Aktif Öğrenen Olasılıksal Sinir Ağları ile Sınıflanması

Otomatik Kontrol Türk Milli Komitesi, Otomatik Kontrol Ulusal Toplantısı (TOK’06), Ankara, Turkey, 6 - 08 November 2006, pp.118-121

Cardiac Problem Diagnosis Using SPECT Images with Statistical Neural Networks

10th International Conference Artificial Intelligence and Soft Computing (IASTED 2006), Palma de Mallorca, Spain, 28 - 30 August 2006, pp.109-112 identifier

Cardiac problem diagnosis with statistical neural networks and performance evaluation by ROC analysis

International Conference on Applied Electronics, Pilsen, Czech Republic, 6 - 07 September 2006, pp.15-18 identifier identifier

Waveform Classification with Statistical Neural Networks

11st International Applied Electronics Conference (AE 2005), Pilsen, Czech Republic, 7 - 08 September 2005, pp.45-47

Dalgacık Dönüşümleri ve Hiyerarşik Ağaçlarda Küme Bölümleme Yöntemi ile Görüntü Sıkıştırma

IEEE 12. Sinyal İşleme ve Uygulamaları Kurultayı (SIU2004), Kusadasi, Turkey, 28 - 30 April 2004, pp.324-326