Alper Bastürk

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 23

Top Topics

Artificial Bee Colony

Fingerprint Recognition

Top Venues

Neural Comput. Appl.

Comput. Biol. Medicine

Publications

Meryem Altin Karagöz, Özkan Ufuk Nalbantoglu, Dervis Karaboga, Bahriye Akay, Alper Bastürk, Halil Ulutabanca, Serap Dogan, Damla Coskun, Osman Demir
Deep learning-based breast cancer diagnosis with multiview of mammography screening to reduce false positive recall rate. Turkish J. Electr. Eng. Comput. Sci. 32 (3) (2024)
Mohammed Lubbad, Dervis Karaboga, Alper Bastürk, Bahriye Akay, Özkan U. Nalbantoglu, Ishak Paçal
Machine learning applications in detection and diagnosis of urology cancers: a systematic literature review. Neural Comput. Appl. 36 (12) (2024)
Meryem Altin Karagöz, Bahriye Akay, Alper Bastürk, Dervis Karaboga, Özkan U. Nalbantoglu
An unsupervised transfer learning model based on convolutional auto encoder for non-alcoholic steatohepatitis activity scoring and fibrosis staging of liver histopathological images. Neural Comput. Appl. 35 (14) (2023)
Damla Coskun, Dervis Karaboga, Alper Bastürk, Bahriye Akay, Özkan Ufuk Nalbantoglu, Serap Dogan, Ishak Paçal, Meryem Altin Karagöz
A comparative study of YOLO models and a transformer-based YOLOv5 model for mass detection in mammograms. Turkish J. Electr. Eng. Comput. Sci. 31 (7) (2023)
Ahmet Karaman, Ishak Pacal, Alper Bastürk, Bahriye Akay, Özkan Ufuk Nalbantoglu, Seymanur Coskun, Omur Sahin, Dervis Karaboga
Robust real-time polyp detection system design based on YOLO algorithms by optimizing activation functions and hyper-parameters with artificial bee colony (ABC). Expert Syst. Appl. 221 (2023)
Ahmet Karaman, Dervis Karaboga, Ishak Pacal, Bahriye Akay, Alper Bastürk, Özkan Ufuk Nalbantoglu, Seymanur Coskun, Omur Sahin
Hyper-parameter optimization of deep learning architectures using artificial bee colony (ABC) algorithm for high performance real-time automatic colorectal cancer (CRC) polyp detection. Appl. Intell. 53 (12) (2023)
Ishak Pacal, Ahmet Karaman, Dervis Karaboga, Bahriye Akay, Alper Bastürk, O. Ufuk Nalbantoglu, Seymanur Coskun
An efficient real-time colonic polyp detection with YOLO algorithms trained by using negative samples and large datasets. Comput. Biol. Medicine 141 (2022)
Demet Alici-Karaca, Bahriye Akay, Arzu Yay, Pinar Suna, O. Ufuk Nalbantoglu, Dervis Karaboga, Alper Bastürk, Esra Balcioglu, Munevver Baran
A new lightweight convolutional neural network for radiation-induced liver disease classification. Biomed. Signal Process. Control. 73 (2022)
Tayyip Özcan, Alper Bastürk
Performance Improvement Of Pre-trained Convolutional Neural Networks For Action Recognition. Comput. J. 64 (11) (2021)
Mustafa Bicakci, Oguzhan Ayyildiz, Zafer Aydin, Alper Bastürk, Seyhan Karaçavus, Bülent Yilmaz
Metabolic Imaging Based Sub-Classification of Lung Cancer. IEEE Access 8 (2020)
Tayyip Özcan, Alper Bastürk
Static facial expression recognition using convolutional neural networks based on transfer learning and hyperparameter optimization. Multim. Tools Appl. 79 (35-36) (2020)
Ishak Pacal, Dervis Karaboga, Alper Bastürk, Bahriye Akay, O. Ufuk Nalbantoglu
A comprehensive review of deep learning in colon cancer. Comput. Biol. Medicine 126 (2020)
Tayyip Özcan, Alper Bastürk
Human action recognition with deep learning and structural optimization using a hybrid heuristic algorithm. Clust. Comput. 23 (4) (2020)
Tayyip Özcan, Alper Bastürk
Transfer learning-based convolutional neural networks with heuristic optimization for hand gesture recognition. Neural Comput. Appl. 31 (12) (2019)
Tayyip Özcan, Alper Bastürk
Static Image-Based Emotion Recognition Using Convolutional Neural Network. SIU (2019)
M. Emin Yüksel, Nurcan Sarikaya Basturk, Hasan Badem, Abdullah Caliskan, Alper Bastürk
Classification of high resolution hyperspectral remote sensing data using deep neural networks. J. Intell. Fuzzy Syst. 34 (4) (2018)
Alper Bastürk, Nurcan Sarikaya Basturk, Orxan Qurbanov
Fingerprint recognition by deep neural networks and fingercodes. SIU (2018)
Abdullah Caliskan, Mehmet Emin Yüksel, Hasan Badem, Alper Bastürk
Performance improvement of deep neural network classifiers by a simple training strategy. Eng. Appl. Artif. Intell. 67 (2018)
Hasan Badem, Alper Bastürk, Abdullah Caliskan, Mehmet Emin Yüksel
A new hybrid optimization method combining artificial bee colony and limited-memory BFGS algorithms for efficient numerical optimization. Appl. Soft Comput. 70 (2018)
Hasan Badem, Alper Bastürk, Abdullah Caliskan, Mehmet Emin Yüksel
A new efficient training strategy for deep neural networks by hybridization of artificial bee colony and limited-memory BFGS optimization algorithms. Neurocomputing 266 (2017)
Alper Bastürk, Mehmet Emin Yüksel, Hasan Badem, Abdullah Caliskan
Deep neural network based diagnosis system for melanoma skin cancer. SIU (2017)
Rüstü Akay, Alper Bastürk, Adem Kalinli, Xin Yao
Parallel population-based algorithm portfolios: An empirical study. Neurocomputing 247 (2017)
Alper Bastürk, Mehmet Emin Yüksel, Abdullah Caliskan, Hasan Badem
Deep neural network classifier for hand movement prediction. SIU (2017)
Mehmet Ali Soyturk, Alper Bastürk, Mehmet Emin Yüksel
A type-2 fuzzy edge detector based speckle noise remover. SIU (2014)
Rüstü Akay, Alper Bastürk
Parallel artificial bee colony algorithm for traveling salesman problem. SIU (2014)
Alper Bastürk, Rüstü Akay
Performance analysis of the coarse-grained parallel model of the artificial bee colony algorithm. Inf. Sci. 253 (2013)
Ibrahim Develi, Alper Bastürk
Highly Accurate Analytic Approximation to the Gaussian Q-function Based on the Use of Nonlinear Least Squares Optimization Algorithm. J. Optim. Theory Appl. 159 (1) (2013)
Alper Bastürk, Rüstü Akay
Parallel Implementation of Synchronous Type Artificial Bee Colony Algorithm for Global Optimization. J. Optim. Theory Appl. 155 (3) (2012)
Mehmet Emin Yüksel, Alper Bastürk
Application of Type-2 Fuzzy Logic Filtering to Reduce Noise in Color Images. IEEE Comput. Intell. Mag. 7 (3) (2012)
Oscar Montiel Ross, Roberto Sepúlveda Cruz, Oscar Castillo, Alper Bastürk
High Performance Fuzzy Systems for Real World Problems. Adv. Fuzzy Syst. 2012 (2012)
Alper Bastürk, Enis Günay
Efficient edge detection in digital images using a cellular neural network optimized by differential evolution algorithm. Expert Syst. Appl. 36 (2) (2009)
M. Tülin Yildirim, Alper Bastürk, M. Emin Yüksel
Impulse Noise Removal From Digital Images by a Detail-Preserving Filter Based on Type-2 Fuzzy Logic. IEEE Trans. Fuzzy Syst. 16 (4) (2008)
M. Tülin Yildirim, Alper Bastürk, M. Emin Yüksel
A Detail-Preserving Type-2 Fuzzy Logic Filter for Impulse Noise Removal from Digital Images. FUZZ-IEEE (2007)
Alper Bastürk, Halil Ketencioglu, Zeki Yugnak, M. Emin Yüksel
Inspection of defects in fabrics using Gabor wavelets and principle component analysis. ISSPA (2007)
Alper Bastürk, Mehmet Emin Yüksel
Adaptive neuro-fuzzy inference system for speckle noise reduction in SAR images. ISSPA (2007)
M. Emin Yüksel, Alper Bastürk
Efficient Distortion Reduction of Mixed Noise Filters by Neuro-fuzzy Processing. KES (2) (2006)
M. Emin Yüksel, Alper Bastürk, Erkan Besdok
Detail-Preserving Restoration of Impulse Noise Corrupted Images by a Switching Median Filter Guided by a Simple Neuro-Fuzzy Network. EURASIP J. Adv. Signal Process. 2004 (16) (2004)