Detail-Preserving Restoration of Impulse Noise Corrupted Images by a Switching Median Filter Guided by a Simple Neuro-Fuzzy Network. - M. Emin Yüksel; Alper Bastürk; Erkan Besdok (EURASIP J. Adv. Signal Process., 2004)

Efficient Distortion Reduction of Mixed Noise Filters by Neuro-fuzzy Processing. - M. Emin Yüksel; Alper Bastürk (KES (2), 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 (2006)

A Detail-Preserving Type-2 Fuzzy Logic Filter for Impulse Noise Removal from Digital Images. - M. Tülin Yildirim; Alper Bastürk; M. Emin Yüksel (FUZZ-IEEE, 2007)

Inspection of defects in fabrics using Gabor wavelets and principle component analysis. - Alper Bastürk; Halil Ketencioglu; Zeki Yugnak; M. Emin Yüksel (ISSPA, 2007)

Adaptive neuro-fuzzy inference system for speckle noise reduction in SAR images. - Alper Bastürk; Mehmet Emin Yüksel (ISSPA, 2007)

Impulse Noise Removal From Digital Images by a Detail-Preserving Filter Based on Type-2 Fuzzy Logic. - M. Tülin Yildirim; Alper Bastürk; M. Emin Yüksel (IEEE Trans. Fuzzy Syst., 2008)

Efficient edge detection in digital images using a cellular neural network optimized by differential evolution algorithm. - Alper Bastürk; Enis Günay (Expert Syst. Appl., 2009)

High Performance Fuzzy Systems for Real World Problems. - Oscar Montiel Ross; Roberto Sepúlveda Cruz; Oscar Castillo 001; Alper Bastürk (Adv. Fuzzy Syst., 2012)

Application of Type-2 Fuzzy Logic Filtering to Reduce Noise in Color Images. - Mehmet Emin Yüksel; Alper Bastürk (IEEE Comput. Intell. Mag., 2012)

Parallel Implementation of Synchronous Type Artificial Bee Colony Algorithm for Global Optimization. - Alper Bastürk; Rüstü Akay (J. Optim. Theory Appl., 2012)

Performance analysis of the coarse-grained parallel model of the artificial bee colony algorithm. - Alper Bastürk; Rüstü Akay (Inf. Sci., 2013)

Highly Accurate Analytic Approximation to the Gaussian Q-function Based on the Use of Nonlinear Least Squares Optimization Algorithm. - Ibrahim Develi; Alper Bastürk (J. Optim. Theory Appl., 2013)

Parallel artificial bee colony algorithm for traveling salesman problem. - Rüstü Akay; Alper Bastürk (SIU, 2014)

A type-2 fuzzy edge detector based speckle noise remover. - Mehmet Ali Soyturk; Alper Bastürk; Mehmet Emin Yüksel (SIU, 2014)

Deep neural network based diagnosis system for melanoma skin cancer. - Alper Bastürk; Mehmet Emin Yüksel; Hasan Badem; Abdullah Caliskan (SIU, 2017)

Deep neural network classifier for hand movement prediction. - Alper Bastürk; Mehmet Emin Yüksel; Abdullah Caliskan; Hasan Badem (SIU, 2017)

Parallel population-based algorithm portfolios: An empirical study. - Rüstü Akay; Alper Bastürk; Adem Kalinli; Xin Yao 001 (Neurocomputing, 2017)

A new efficient training strategy for deep neural networks by hybridization of artificial bee colony and limited-memory BFGS optimization algorithms. - Hasan Badem; Alper Bastürk; Abdullah Caliskan; Mehmet Emin Yüksel (Neurocomputing, 2017)

Fingerprint recognition by deep neural networks and fingercodes. - Alper Bastürk; Nurcan Sarikaya Basturk; Orxan Qurbanov (SIU, 2018)

A new hybrid optimization method combining artificial bee colony and limited-memory BFGS algorithms for efficient numerical optimization. - Hasan Badem; Alper Bastürk; Abdullah Caliskan; Mehmet Emin Yüksel (Appl. Soft Comput., 2018)

Performance improvement of deep neural network classifiers by a simple training strategy. - Abdullah Caliskan; Mehmet Emin Yüksel; Hasan Badem; Alper Bastürk (Eng. Appl. Artif. Intell., 2018)

Classification of high resolution hyperspectral remote sensing data using deep neural networks. - M. Emin Yüksel; Nurcan Sarikaya Basturk; Hasan Badem; Abdullah Caliskan; Alper Bastürk (J. Intell. Fuzzy Syst., 2018)

Application of Deep Neural Networks for Disease Diagnosis Through Medical Data Sets. - Alper Bastürk; Hasan Badem; Abdullah Caliskan; Mehmet Emin Yüksel (Handbook of Deep Learning Applications, 2019)

Static Image-Based Emotion Recognition Using Convolutional Neural Network. - Tayyip Özcan; Alper Bastürk (SIU, 2019)

Transfer learning-based convolutional neural networks with heuristic optimization for hand gesture recognition. - Tayyip Özcan; Alper Bastürk (Neural Comput. Appl., 2019)

Metabolic Imaging Based Sub-Classification of Lung Cancer. - Mustafa Bicakci; Oguzhan Ayyildiz; Zafer Aydin; Alper Bastürk; Seyhan Karaçavus; Bülent Yilmaz (IEEE Access, 2020)

A comprehensive review of deep learning in colon cancer. - Ishak Paçal; Dervis Karaboga; Alper Bastürk; Bahriye Akay; Özkan Ufuk Nalbantoglu (Comput. Biol. Medicine, 2020)

Human action recognition with deep learning and structural optimization using a hybrid heuristic algorithm. - Tayyip Özcan; Alper Bastürk (Clust. Comput., 2020)

Static facial expression recognition using convolutional neural networks based on transfer learning and hyperparameter optimization. - Tayyip Özcan; Alper Bastürk (Multim. Tools Appl., 2020)

Performance Improvement Of Pre-trained Convolutional Neural Networks For Action Recognition. - Tayyip Özcan; Alper Bastürk (Comput. J., 2021)

A new lightweight convolutional neural network for radiation-induced liver disease classification. - Demet Alici-Karaca; Bahriye Akay; Arzu Yay; Pinar Suna; Özkan Ufuk Nalbantoglu; Dervis Karaboga; Alper Bastürk; Esra Balcioglu; Munevver Baran (Biomed. Signal Process. Control., 2022)

An efficient real-time colonic polyp detection with YOLO algorithms trained by using negative samples and large datasets. - Ishak Paçal; Ahmet Karaman; Dervis Karaboga; Bahriye Akay; Alper Bastürk; Özkan Ufuk Nalbantoglu; Seymanur Coskun (Comput. Biol. Medicine, 2022)

An unsupervised transfer learning model based on convolutional auto encoder for non-alcoholic steatohepatitis activity scoring and fibrosis staging of liver histopathological images. - Meryem Altin Karagöz; Bahriye Akay; Alper Bastürk; Dervis Karaboga; Özkan U. Nalbantoglu (Neural Comput. Appl., 2023)

Hyper-parameter optimization of deep learning architectures using artificial bee colony (ABC) algorithm for high performance real-time automatic colorectal cancer (CRC) polyp detection. - Ahmet Karaman; Dervis Karaboga; Ishak Paçal; Bahriye Akay; Alper Bastürk; Özkan Ufuk Nalbantoglu; Seymanur Coskun; Omur Sahin (Appl. Intell., 2023)

Robust real-time polyp detection system design based on YOLO algorithms by optimizing activation functions and hyper-parameters with artificial bee colony (ABC). - Ahmet Karaman; Ishak Paçal; Alper Bastürk; Bahriye Akay; Özkan Ufuk Nalbantoglu; Seymanur Coskun; Omur Sahin; Dervis Karaboga (Expert Syst. Appl., 2023)

A comparative study of YOLO models and a transformer-based YOLOv5 model for mass detection in mammograms. - Damla Coskun; Dervis Karaboga; Alper Bastürk; Bahriye Akay; Özkan Ufuk Nalbantoglu; Serap Dogan; Ishak Paçal; Meryem Altin Karagöz (Turkish J. Electr. Eng. Comput. Sci., 2023)

Deep learning-based breast cancer diagnosis with multiview of mammography screening to reduce false positive recall rate. - Meryem Altin Karagöz; Özkan Ufuk Nalbantoglu; Dervis Karaboga; Bahriye Akay; Alper Bastürk; Halil Ulutabanca; Serap Dogan; Damla Coskun; Osman Demir (Turkish J. Electr. Eng. Comput. Sci., 2024)

Machine learning applications in detection and diagnosis of urology cancers: a systematic literature review. - Mohammed Lubbad; Dervis Karaboga; Alper Bastürk; Bahriye Akay; Özkan U. Nalbantoglu; Ishak Paçal (Neural Comput. Appl., 2024)