Publications & Works

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

Determination of Pneumonia in X-ray Chest Images by Using Convolutional Neural Network

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, vol.29, no.3, pp.1615-1627, 2021 (Journal Indexed in SCI) identifier identifier

Heartbeat classification by using a convolutional neural network trained with Walsh functions

NEURAL COMPUTING & APPLICATIONS, vol.32, no.16, pp.12515-12534, 2020 (Journal Indexed in SCI) identifier identifier

Detection of BGA solder defects from X-ray images using deep neural network

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, vol.28, no.4, pp.2020-2029, 2020 (Journal Indexed in SCI) identifier identifier

Comparative analysis of MABC with KNN, SOM, and ACO algorithms for ECG heartbeat classification

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, vol.26, no.6, pp.2819-2830, 2018 (Journal Indexed in SCI) identifier identifier

Filter Bank Common Spatio-Spectral Patterns for Motor Imagery Classification

Lecture Notes In Computer Science, no.9832, pp.69-84, 2016 (Journal Indexed in SCI Expanded)

A new metaheuristic for numerical function optimization: Vortex Search algorithm

INFORMATION SCIENCES, vol.293, pp.125-145, 2015 (Journal Indexed in SCI) identifier identifier

Vortex search algorithm for the analog active filter component selection problem

AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, vol.69, no.9, pp.1243-1253, 2015 (Journal Indexed in SCI) identifier identifier

Dimension reduction by a novel unified scheme using divergence analysis and genetic search

DIGITAL SIGNAL PROCESSING, vol.20, no.6, pp.1535-1546, 2010 (Journal Indexed in SCI) identifier identifier

Tumor detection by using Zernike moments on segmented magnetic resonance brain images

EXPERT SYSTEMS WITH APPLICATIONS, vol.37, no.3, pp.2540-2549, 2010 (Journal Indexed in SCI) identifier identifier

Feature determination for heart sounds based on divergence analysis

DIGITAL SIGNAL PROCESSING, vol.19, no.3, pp.521-531, 2009 (Journal Indexed in SCI) Sustainable Development identifier identifier

Heart sound classification using wavelet transform and incremental self-organizing map

DIGITAL SIGNAL PROCESSING, vol.18, no.6, pp.951-959, 2008 (Journal Indexed in SCI) identifier identifier

Tissue segmentation in ultrasound images by using genetic algorithms

EXPERT SYSTEMS WITH APPLICATIONS, vol.34, no.4, pp.2739-2746, 2008 (Journal Indexed in SCI) identifier identifier

An incremental neural network for tissue segmentation in ultrasound images

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, vol.85, no.3, pp.187-195, 2007 (Journal Indexed in SCI) identifier identifier identifier

Segmentation of medical images by using wavelet transform and incremental self organizing map

Lecture Notes in Artificial Intelligence, vol.0, pp.800-809, 2006 (Journal Indexed in SCI Expanded)

Segmentation of remote-sensing images by incremental neural network

PATTERN RECOGNITION LETTERS, vol.26, no.8, pp.1096-1104, 2005 (Journal Indexed in SCI) identifier identifier

Classification of respiratory sounds by using an artificial neural network

INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, vol.17, no.4, pp.567-580, 2003 (Journal Indexed in SCI) identifier identifier

Segmentation of MR and CT images by using a quantiser neural network

NEURAL COMPUTING & APPLICATIONS, vol.11, pp.168-177, 2003 (Journal Indexed in SCI) identifier identifier

Application of InP neural network to ECG beat classification

NEURAL COMPUTING & APPLICATIONS, vol.11, pp.144-155, 2003 (Journal Indexed in SCI) identifier identifier

Classification of heart sounds using an artificial neural network

PATTERN RECOGNITION LETTERS, vol.24, pp.617-629, 2003 (Journal Indexed in SCI) identifier identifier

Segmentation of ultrasound images by using a hybrid neural network

PATTERN RECOGNITION LETTERS, vol.23, no.14, pp.1825-1836, 2002 (Journal Indexed in SCI) identifier identifier

Recursive form of the discrete Fourier transform for two dimensional signals

Lecture Notes in Computer Science LNCS, vol.0, pp.551-556, 2002 (Journal Indexed in SCI Expanded)

ECG beat classification by a novel hybrid neural network

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, vol.66, pp.167-181, 2001 (Journal Indexed in SCI) identifier identifier identifier

Comparison of discrete wavelet and Fourier transforms for ECG beat classification

ELECTRONICS LETTERS, vol.35, no.18, pp.1502-1504, 1999 (Journal Indexed in SCI) identifier identifier

Detection of ECG waveforms by neural networks

MEDICAL ENGINEERING & PHYSICS, vol.19, no.8, pp.738-741, 1997 (Journal Indexed in SCI) identifier identifier

Classification of ECG waveforms by using RCE neural network and genetic algorithms

ELECTRONICS LETTERS, vol.33, no.18, pp.1561-1562, 1997 (Journal Indexed in SCI Expanded)

A multilayer incremental neural network architecture for classification

NEURAL PROCESSING LETTERS, vol.2, no.2, pp.5-9, 1995 (Journal Indexed in SCI Expanded)

Optimized competitive feature vector network

ELECTRONICS LETTERS, vol.30, no.24, pp.2052-2053, 1994 (Journal Indexed in SCI Expanded)

Modified restricted Coulomb energy neural network

ELECTRONICS LETTERS, vol.29, no.22, pp.1963-1965, 1993 (Journal Indexed in SCI Expanded)

Articles Published in Other Journals

Classification of left and right hand motor imagery EEG signals by using deep neural networks

International Journal of Applied Mathematics Electronics and Computers, vol.9, 2021 (Refereed Journals of Other Institutions)

Pneumonia Detection and Classification Using Deep Learning on Chest X-Ray Images

International Journal of Intelligent Systems and Applications in Engineering, vol.8, no.4, pp.177-183, 2020 (Refereed Journals of Other Institutions) identifier

Prostate Cancer Classification from Mass Spectrometry Data by Using Wavelet Analysis and Kernel Partial Least Squares Algorithm

International Journal of Bioscience, Biochemistry and Bioinformatics, vol.3, no.2, pp.98-102, 2013 (Refereed Journals of Other Institutions) Sustainable Development

A method for computer assisted 3D reconstruction of coronary arteries using angiography images

Damar Cerrahi Dergisi, vol.18, no.1, pp.41-47, 2009 (Other Refereed National Journals)

Improved incremental self organizing map for the segmentation of ultrasound images

Mathematical Methods in Engineering, pp.293-302, 2007 (Refereed Journals of Other Institutions)

Ultrasound image segmentation by using wavelet transform and self organizing neural network

Neural Information Processing - Letters and Reviews, vol.10, pp.183-191, 2006 (Refereed Journals of Other Institutions)

Segmentation of remote sensing images by the grow and learn network

Turkish Journal of Telecommunications TJT, vol.1, no.2, pp.67-72, 2002 (Other Refereed National Journals)

Refereed Congress / Symposium Publications in Proceedings

Detection of Covid-19 in Chest X-ray Image by Using Convolutional Network Trained with Walsh Functions

World Conference on Innovation in Technology and Engineering Sciences, atina, Greece, 03 December 2021

Voice Command Recognition for Drone Control by Deep Neural Networks on Embedded System

8th International Conference on Electrical and Electronics Engineering (ICEEE), Antalya, Turkey, 9 - 11 April 2021, pp.65-72 Creative Commons License identifier identifier

Classification of Left and Right Hand Motor Imagery EEG Signals by Using Deep Neural Networks

9th International Conference on Advanced Technologies ICAT 2020, İstanbul, Turkey, 10 - 12 August 2020

A Comparison of Hough Transform and Deep Neural Network Methods on Road Segmentation

International Symposium on Multidisciplinary Studies and Innovative Technologies, 11 - 13 October 2019 identifier

X-Ray Chest Image Classification by A Small-Sized Convolutional Neural Network

2019 Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science, EBBT 2019, İstanbul, Turkey, 24 - 26 April 2019, vol.1, no.1, pp.1-2 Creative Commons License

Fuzzy Local Information C-means Algorithm for Histopathological Image Segmentation

International Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science (EBBT), İstanbul, Turkey, 24 - 26 April 2019 Sustainable Development identifier identifier

Motor Imagery Based EEG Classification by Using Common Spatial Patterns and Convolutional Neural Networks

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

X-Ray Chest Image Classification by A Small-Sized Convolutional Neural Network

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

Improved Fuzzy C-means and K-means Algorithms for Texture and Boundary Segmentation

6th International Conference on Control Engineering and Information Technology (CEIT), İstanbul, Turkey, 25 - 27 October 2018 identifier

Nature Inspired Algorithm MABC for Clustering and Classification of ECG Heart Beats, Using Time and Frequency Domain Features

10th International Conference on Electrical and Electronics Engineering (ELECO), Bursa, Turkey, 30 November - 02 December 2017, pp.534-538 identifier

Protein Folding Simulations Using ECEPP Force Field with Single Solution Based Metaheuristics

International Conference on Artificial Intelligence and Data Processing (IDAP16), Malatya, Turkey, 17 - 18 September 2016, pp.104-108

Filter Bank Common Spatio Spectral Patternsfor Motor Imagery Classification

7th International Conference on Information Technology in Bio- and Medical Informatics - ITBAM 2016, Porto, Portugal, 5 - 08 September 2016, pp.69-84

Modified off-lattice AB Model for Protein Folding Problem Using the Vortex Search Algorithm

International Journal of Machine Learning and Computing (IJMLC), Florence, Italy, 29 - 30 July 2015, vol.5, no.4, pp.329-333

Divergent Common Spatial Patterns Method

23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.612-615 identifier

Task Related & Spatially Regularized Common Spatial Patterns for Brain Computer Interfaces

2nd International Work-Conference on Bioinformatics and Biomedical Engineering (IWBBIO), Granada, Nicaragua, 7 - 09 April 2014, pp.42-53 identifier

Fuzzy Clustering of ECG Beats Using a New Metaheuristic Approach

2nd International Work-Conference on Bioinformatics and Biomedical Engineering (IWBBIO), Granada, Nicaragua, 7 - 09 April 2014, pp.54-65 identifier

A Monte Carlo Simulation for Photon Migration in Non-Homogeneous Medium

14th National Biomedical Engineering Meeting, İzmir, Turkey, 20 - 22 May 2009, pp.207-208 identifier

Automatic Segmentation of Bone Tissue in X-Ray Hand Images

9th International Conference on Adaptive and Natural Computing Algorithms (ICANNGA), Kuopio, Finland, 23 - 25 April 2009, vol.5495, pp.590-599 Sustainable Development identifier

Modeling of Inhomogeneous Intensity Distribution of X-Ray Source in Radiographic Images

23rd International Symposium on Computer and Information Sciences, İstanbul, Turkey, 27 - 29 October 2008, pp.515-519 identifier identifier

Segmentation of S1-S2 Sounds in Phonocardiogram Records Using Wavelet Energies

23rd International Symposium on Computer and Information Sciences (ISCIS), İstanbul, Turkey, 27 - 29 October 2008, pp.582-587 identifier identifier

Segmentation of medical images by using wavelet transform and incremental self-organizing map

5th Mexican International Conference on Artificial Intelligence (MICAI 2006), Apizaco, Mexico, 13 - 17 November 2006, vol.4293, pp.800-802 identifier

Classification of heart sounds by using wavelet transform

24th Annual International Conference of the Engineering-in-Medicine-and-Biology-Society/Annual Fall Meeting of the Biomedical-Engineering-Society (EMBS 2002 BMES), Texas, United States Of America, 23 - 26 October 2002, pp.128-129 identifier identifier

Classification of tissues in MR images by using discrete cosine transform

24th Annual International Conference of the Engineering-in-Medicine-and-Biology-Society/Annual Fall Meeting of the Biomedical-Engineering-Society (EMBS 2002 BMES), Texas, United States Of America, 23 - 26 October 2002, pp.1101-1102 identifier identifier

Classification of MR and CT images using genetic algorithms

10th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society, HONG KONG, PEOPLES R CHINA, 29 October - 01 November 1998, vol.20, pp.1418-1421 identifier

Classification of ECG waveforms using a novel neural network

10th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society, HONG KONG, PEOPLES R CHINA, 29 October - 01 November 1998, vol.20, pp.1616-1619 identifier

Classification of magnetic resonance images by using genetic algorithms

International Conference of the IEEE Engineering-in-Medicine-and-Biology-Society, Illinois, United States Of America, 30 October - 02 November 1997, vol.19, pp.1391-1393 identifier

Classification of ECG waveforms by using genetic algorithms

International Conference of the IEEE Engineering-in-Medicine-and-Biology-Society, Illinois, United States Of America, 30 October - 02 November 1997, vol.19, pp.92-94 identifier

MR image classification by the neural network and the genetic algorithms

18th Annual International Conference of IEEE Engineering-in-Medicine-amd-Biology-Society, Amsterdam, Netherlands, 31 October - 03 November 1996, vol.18, pp.1140-1141 identifier

Books & Book Chapters

Improved incremental self-organizing map for the segmentation of ultrasound images

in: Mathematical Methods in Engineering, Tas, K., Tenreiro Machado, J.A., Baleanu, D. (Eds.) , Editor, Springer-Verlag , Amsterdam, pp.293-302, 2007