Alper Bastürk

40 papers B 1Journal 28Unranked 9
YearRankTypeTitle / Venue / Authors
2024 J jnl
A Comparative Analysis of Deep Learning-Based Approaches for Classifying Dental Implants Decision Support System.
J. Imaging Inform. Medicine
Mohammed Lubbad, Ikbal Leblebicioglu Kurtulus, Dervis Karaboga, Kerem Kilic, Alper Bastürk, Bahriye Akay, Özkan U. Nalbantoglu, Ozden Melis Durmaz Yilmaz, Mustafa Ayata, Serkan Yilmaz, Ishak Paçal
2024 J jnl
Deep learning-based breast cancer diagnosis with multiview of mammography screening to reduce false positive recall rate.
Turkish J. Electr. Eng. Comput. Sci.
Meryem Altin Karagöz, Özkan Ufuk Nalbantoglu, Dervis Karaboga, Bahriye Akay, Alper Bastürk, Halil Ulutabanca, Serap Dogan, Damla Coskun, Osman Demir
2024 J jnl
Machine learning applications in detection and diagnosis of urology cancers: a systematic literature review.
Neural Comput. Appl.
Mohammed Lubbad, Dervis Karaboga, Alper Bastürk, Bahriye Akay, Özkan U. Nalbantoglu, Ishak Paçal
2023 J jnl
A comparative study of YOLO models and a transformer-based YOLOv5 model for mass detection in mammograms.
Turkish J. Electr. Eng. Comput. Sci.
Damla Coskun, Dervis Karaboga, Alper Bastürk, Bahriye Akay, Özkan Ufuk Nalbantoglu, Serap Dogan, Ishak Paçal, Meryem Altin Karagöz
2023 J jnl
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.
Meryem Altin Karagöz, Bahriye Akay, Alper Bastürk, Dervis Karaboga, Özkan U. Nalbantoglu
2023 J jnl
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.
Ahmet Karaman, Dervis Karaboga, Ishak Paçal, Bahriye Akay, Alper Bastürk, Özkan Ufuk Nalbantoglu, Seymanur Coskun, Omur Sahin
2023 J jnl
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.
Ahmet Karaman, Ishak Paçal, Alper Bastürk, Bahriye Akay, Özkan Ufuk Nalbantoglu, Seymanur Coskun, Omur Sahin, Dervis Karaboga
2022 J jnl
A new lightweight convolutional neural network for radiation-induced liver disease classification.
Biomed. Signal Process. Control.
Demet Alici-Karaca, Bahriye Akay, Arzu Yay, Pinar Suna, Özkan Ufuk Nalbantoglu, Dervis Karaboga, Alper Bastürk, Esra Balcioglu, Munevver Baran
2022 J jnl
An efficient real-time colonic polyp detection with YOLO algorithms trained by using negative samples and large datasets.
Comput. Biol. Medicine
Ishak Paçal, Ahmet Karaman, Dervis Karaboga, Bahriye Akay, Alper Bastürk, Özkan Ufuk Nalbantoglu, Seymanur Coskun
2021 J jnl
Performance Improvement Of Pre-trained Convolutional Neural Networks For Action Recognition.
Comput. J.
Tayyip Özcan, Alper Bastürk
2020 J jnl
A comprehensive review of deep learning in colon cancer.
Comput. Biol. Medicine
Ishak Paçal, Dervis Karaboga, Alper Bastürk, Bahriye Akay, Özkan Ufuk Nalbantoglu
2020 J jnl
Human action recognition with deep learning and structural optimization using a hybrid heuristic algorithm.
Clust. Comput.
Tayyip Özcan, Alper Bastürk
2020 J jnl
Metabolic Imaging Based Sub-Classification of Lung Cancer.
IEEE Access
Mustafa Bicakci, Oguzhan Ayyildiz, Zafer Aydin, Alper Bastürk, Seyhan Karaçavus, Bülent Yilmaz
2020 J jnl
Static facial expression recognition using convolutional neural networks based on transfer learning and hyperparameter optimization.
Multim. Tools Appl.
Tayyip Özcan, Alper Bastürk
2019 — ch.
Application of Deep Neural Networks for Disease Diagnosis Through Medical Data Sets.
Handbook of Deep Learning Applications
Alper Bastürk, Hasan Badem, Abdullah Çaliskan, Mehmet Emin Yüksel
2019 — conf
Static Image-Based Emotion Recognition Using Convolutional Neural Network.
SIU
Tayyip Özcan, Alper Bastürk
2019 J jnl
Transfer learning-based convolutional neural networks with heuristic optimization for hand gesture recognition.
Neural Comput. Appl.
Tayyip Özcan, Alper Bastürk
2018 J jnl
A new hybrid optimization method combining artificial bee colony and limited-memory BFGS algorithms for efficient numerical optimization.
Appl. Soft Comput.
Hasan Badem, Alper Bastürk, Abdullah Çaliskan, Mehmet Emin Yüksel
2018 J jnl
Classification of high resolution hyperspectral remote sensing data using deep neural networks.
J. Intell. Fuzzy Syst.
M. Emin Yüksel, Nurcan Sarikaya Basturk, Hasan Badem, Abdullah Çaliskan, Alper Bastürk
2018 — conf
Fingerprint recognition by deep neural networks and fingercodes.
SIU
Alper Bastürk, Nurcan Sarikaya Basturk, Orxan Qurbanov
2018 J jnl
Performance improvement of deep neural network classifiers by a simple training strategy.
Eng. Appl. Artif. Intell.
Abdullah Çaliskan, Mehmet Emin Yüksel, Hasan Badem, Alper Bastürk
2017 J jnl
A new efficient training strategy for deep neural networks by hybridization of artificial bee colony and limited-memory BFGS optimization algorithms.
Neurocomputing
Hasan Badem, Alper Bastürk, Abdullah Çaliskan, Mehmet Emin Yüksel
2017 — conf
Deep neural network based diagnosis system for melanoma skin cancer.
SIU
Alper Bastürk, Mehmet Emin Yüksel, Hasan Badem, Abdullah Çaliskan
2017 — conf
Deep neural network classifier for hand movement prediction.
SIU
Alper Bastürk, Mehmet Emin Yüksel, Abdullah Çaliskan, Hasan Badem
2017 J jnl
Parallel population-based algorithm portfolios: An empirical study.
Neurocomputing
Rüstü Akay, Alper Bastürk, Adem Kalinli, Xin Yao
2014 — conf
A type-2 fuzzy edge detector based speckle noise remover.
SIU
Mehmet Ali Soyturk, Alper Bastürk, Mehmet Emin Yüksel
2014 — conf
Parallel artificial bee colony algorithm for traveling salesman problem.
SIU
Rüstü Akay, Alper Bastürk
2013 J jnl
Highly Accurate Analytic Approximation to the Gaussian Q-function Based on the Use of Nonlinear Least Squares Optimization Algorithm.
J. Optim. Theory Appl.
Ibrahim Develi, Alper Bastürk
2013 J jnl
Performance analysis of the coarse-grained parallel model of the artificial bee colony algorithm.
Inf. Sci.
Alper Bastürk, Rüstü Akay
2012 J jnl
Application of Type-2 Fuzzy Logic Filtering to Reduce Noise in Color Images.
IEEE Comput. Intell. Mag.
Mehmet Emin Yüksel, Alper Bastürk
2012 J jnl
High Performance Fuzzy Systems for Real World Problems.
Adv. Fuzzy Syst.
Oscar Montiel Ross, Roberto Sepúlveda Cruz, Oscar Castillo, Alper Bastürk
2012 J jnl
Parallel Implementation of Synchronous Type Artificial Bee Colony Algorithm for Global Optimization.
J. Optim. Theory Appl.
Alper Bastürk, Rüstü Akay
2009 J jnl
Efficient edge detection in digital images using a cellular neural network optimized by differential evolution algorithm.
Expert Syst. Appl.
Alper Bastürk, Enis Günay
2008 J jnl
Impulse Noise Removal From Digital Images by a Detail-Preserving Filter Based on Type-2 Fuzzy Logic.
IEEE Trans. Fuzzy Syst.
M. Tülin Yildirim, Alper Bastürk, M. Emin Yüksel
2007 B conf
A Detail-Preserving Type-2 Fuzzy Logic Filter for Impulse Noise Removal from Digital Images.
FUZZ-IEEE
M. Tülin Yildirim, Alper Bastürk, M. Emin Yüksel
2007 — conf
Adaptive neuro-fuzzy inference system for speckle noise reduction in SAR images.
ISSPA
Alper Bastürk, Mehmet Emin Yüksel
2007 — conf
Inspection of defects in fabrics using Gabor wavelets and principle component analysis.
ISSPA
Alper Bastürk, Halil Ketencioglu, Zeki Yugnak, M. Emin Yüksel
2006 — conf
Efficient Distortion Reduction of Mixed Noise Filters by Neuro-fuzzy Processing.
KES (2)
M. Emin Yüksel, Alper Bastürk
2006 — —
Esnek hesaplamaya dayalı yöntemler ile sayısal imgelerde gürültü giderimi ve imge iyileştirme (Noise removal from digital images and image enhancement by soft computing based methods)
Alper Bastürk
2004 J jnl
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.
M. Emin Yüksel, Alper Bastürk, Erkan Besdok