Yayınlar & Eserler

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

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

NEURAL COMPUTING & APPLICATIONS, cilt.32, sa.16, ss.12515-12534, 2020 (SCI İndekslerine Giren Dergi) identifier identifier

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

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, cilt.28, sa.4, ss.2020-2029, 2020 (SCI İndekslerine Giren Dergi) identifier identifier

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

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, cilt.26, sa.6, ss.2819-2830, 2018 (SCI İndekslerine Giren Dergi) identifier identifier

A new metaheuristic for numerical function optimization: Vortex Search algorithm

INFORMATION SCIENCES, cilt.293, ss.125-145, 2015 (SCI İndekslerine Giren Dergi) identifier identifier

Vortex search algorithm for the analog active filter component selection problem

AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, cilt.69, sa.9, ss.1243-1253, 2015 (SCI İndekslerine Giren Dergi) identifier identifier

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

DIGITAL SIGNAL PROCESSING, cilt.20, sa.6, ss.1535-1546, 2010 (SCI İndekslerine Giren Dergi) identifier identifier

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

EXPERT SYSTEMS WITH APPLICATIONS, cilt.37, sa.3, ss.2540-2549, 2010 (SCI İndekslerine Giren Dergi) identifier identifier

Feature determination for heart sounds based on divergence analysis

DIGITAL SIGNAL PROCESSING, cilt.19, sa.3, ss.521-531, 2009 (SCI İndekslerine Giren Dergi) identifier identifier

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

DIGITAL SIGNAL PROCESSING, cilt.18, sa.6, ss.951-959, 2008 (SCI İndekslerine Giren Dergi) identifier identifier

Tissue segmentation in ultrasound images by using genetic algorithms

EXPERT SYSTEMS WITH APPLICATIONS, cilt.34, sa.4, ss.2739-2746, 2008 (SCI İndekslerine Giren Dergi) identifier identifier

An incremental neural network for tissue segmentation in ultrasound images

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, cilt.85, sa.3, ss.187-195, 2007 (SCI İndekslerine Giren Dergi) identifier identifier identifier

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

Lecture Notes in Artificial Intelligence, cilt.0, ss.800-809, 2006 (SCI Expanded İndekslerine Giren Dergi)

Segmentation of remote-sensing images by incremental neural network

PATTERN RECOGNITION LETTERS, cilt.26, sa.8, ss.1096-1104, 2005 (SCI İndekslerine Giren Dergi) identifier identifier

Classification of respiratory sounds by using an artificial neural network

INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, cilt.17, sa.4, ss.567-580, 2003 (SCI İndekslerine Giren Dergi) identifier identifier

Application of InP neural network to ECG beat classification

NEURAL COMPUTING & APPLICATIONS, cilt.11, ss.144-155, 2003 (SCI İndekslerine Giren Dergi) identifier identifier

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

NEURAL COMPUTING & APPLICATIONS, cilt.11, ss.168-177, 2003 (SCI İndekslerine Giren Dergi) identifier identifier

Classification of heart sounds using an artificial neural network

PATTERN RECOGNITION LETTERS, cilt.24, ss.617-629, 2003 (SCI İndekslerine Giren Dergi) identifier identifier

Segmentation of ultrasound images by using a hybrid neural network

PATTERN RECOGNITION LETTERS, cilt.23, sa.14, ss.1825-1836, 2002 (SCI İndekslerine Giren Dergi) identifier identifier

Recursive form of the discrete Fourier transform for two dimensional signals

Lecture Notes in Computer Science LNCS, cilt.0, ss.551-556, 2002 (SCI Expanded İndekslerine Giren Dergi)

ECG beat classification by a novel hybrid neural network

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, cilt.66, ss.167-181, 2001 (SCI İndekslerine Giren Dergi) identifier identifier identifier

Comparison of discrete wavelet and Fourier transforms for ECG beat classification

ELECTRONICS LETTERS, cilt.35, sa.18, ss.1502-1504, 1999 (SCI İndekslerine Giren Dergi) identifier identifier

Detection of ECG waveforms by neural networks

MEDICAL ENGINEERING & PHYSICS, cilt.19, sa.8, ss.738-741, 1997 (SCI İndekslerine Giren Dergi) identifier identifier

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

ELECTRONICS LETTERS, cilt.33, sa.18, ss.1561-1562, 1997 (SCI Expanded İndekslerine Giren Dergi)

A multilayer incremental neural network architecture for classification

NEURAL PROCESSING LETTERS, cilt.2, sa.2, ss.5-9, 1995 (SCI Expanded İndekslerine Giren Dergi)

Optimized competitive feature vector network

ELECTRONICS LETTERS, cilt.30, sa.24, ss.2052-2053, 1994 (SCI Expanded İndekslerine Giren Dergi)

Modified restricted Coulomb energy neural network

ELECTRONICS LETTERS, cilt.29, sa.22, ss.1963-1965, 1993 (SCI Expanded İndekslerine Giren Dergi)

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

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, Türkiye, 24 - 26 Nisan 2019, cilt.1, sa.1, ss.1-2 Creative Commons License

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, Türkiye, 24 - 26 Nisan 2019 identifier

Fuzzy Local Information C-means Algorithm for Histopathological Image Segmentation

International Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science (EBBT), İstanbul, Türkiye, 24 - 26 Nisan 2019 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, Türkiye, 24 - 26 Nisan 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, Türkiye, 25 - 27 Ekim 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, Türkiye, 30 Kasım - 02 Aralık 2017, ss.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, Türkiye, 17 - 18 Eylül 2016, ss.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, Portekiz, 5 - 08 Eylül 2016, ss.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, İtalya, 29 - 30 Temmuz 2015, cilt.5, sa.4, ss.329-333

Divergent Common Spatial Patterns Method

23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Türkiye, 16 - 19 Mayıs 2015, ss.612-615 identifier

Fuzzy Clustering of ECG Beats Using a New Metaheuristic Approach

2nd International Work-Conference on Bioinformatics and Biomedical Engineering (IWBBIO), Granada, Nikaragua, 7 - 09 Nisan 2014, ss.54-65 identifier

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

2nd International Work-Conference on Bioinformatics and Biomedical Engineering (IWBBIO), Granada, Nikaragua, 7 - 09 Nisan 2014, ss.42-53 identifier

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

14th National Biomedical Engineering Meeting, İzmir, Türkiye, 20 - 22 Mayıs 2009, ss.207-208 identifier

Automatic Segmentation of Bone Tissue in X-Ray Hand Images

9th International Conference on Adaptive and Natural Computing Algorithms (ICANNGA), Kuopio, Finlandiya, 23 - 25 Nisan 2009, cilt.5495, ss.590-599 identifier

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

23rd International Symposium on Computer and Information Sciences, İstanbul, Türkiye, 27 - 29 Ekim 2008, ss.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, Türkiye, 27 - 29 Ekim 2008, ss.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, Meksika, 13 - 17 Kasım 2006, cilt.4293, ss.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, Amerika Birleşik Devletleri, 23 - 26 Ekim 2002, ss.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, Amerika Birleşik Devletleri, 23 - 26 Ekim 2002, ss.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 Ekim - 01 Kasım 1998, cilt.20, ss.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 Ekim - 01 Kasım 1998, cilt.20, ss.1616-1619 identifier

Classification of magnetic resonance images by using genetic algorithms

International Conference of the IEEE Engineering-in-Medicine-and-Biology-Society, Illinois, Amerika Birleşik Devletleri, 30 Ekim - 02 Kasım 1997, cilt.19, ss.1391-1393 identifier

Classification of ECG waveforms by using genetic algorithms

International Conference of the IEEE Engineering-in-Medicine-and-Biology-Society, Illinois, Amerika Birleşik Devletleri, 30 Ekim - 02 Kasım 1997, cilt.19, ss.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, Hollanda, 31 Ekim - 03 Kasım 1996, cilt.18, ss.1140-1141 identifier

Kitap & Kitap Bölümleri

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

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