Alper Bastürk
Orcid: 0000-0001-5810-0643
According to our database1,
Alper Bastürk
authored at least 39 papers
between 2004 and 2024.
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Bibliography
2024
Machine learning applications in detection and diagnosis of urology cancers: a systematic literature review.
Neural Comput. Appl., April, 2024
Deep learning-based breast cancer diagnosis with multiview of mammography screening to reduce false positive recall rate.
Turkish J. Electr. Eng. Comput. Sci., 2024
2023
A comparative study of YOLO models and a transformer-based YOLOv5 model for mass detection in mammograms.
Turkish J. Electr. Eng. Comput. Sci., November, 2023
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., July, 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.
Appl. Intell., June, 2023
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., May, 2023
2022
An efficient real-time colonic polyp detection with YOLO algorithms trained by using negative samples and large datasets.
Comput. Biol. Medicine, 2022
A new lightweight convolutional neural network for radiation-induced liver disease classification.
Biomed. Signal Process. Control., 2022
2021
Performance Improvement Of Pre-trained Convolutional Neural Networks For Action Recognition.
Comput. J., 2021
2020
Static facial expression recognition using convolutional neural networks based on transfer learning and hyperparameter optimization.
Multim. Tools Appl., 2020
Human action recognition with deep learning and structural optimization using a hybrid heuristic algorithm.
Clust. Comput., 2020
Comput. Biol. Medicine, 2020
2019
Transfer learning-based convolutional neural networks with heuristic optimization for hand gesture recognition.
Neural Comput. Appl., 2019
Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019
Proceedings of the Handbook of Deep Learning Applications., 2019
2018
Classification of high resolution hyperspectral remote sensing data using deep neural networks.
J. Intell. Fuzzy Syst., 2018
Performance improvement of deep neural network classifiers by a simple training strategy.
Eng. Appl. Artif. Intell., 2018
A new hybrid optimization method combining artificial bee colony and limited-memory BFGS algorithms for efficient numerical optimization.
Appl. Soft Comput., 2018
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
2017
A new efficient training strategy for deep neural networks by hybridization of artificial bee colony and limited-memory BFGS optimization algorithms.
Neurocomputing, 2017
Neurocomputing, 2017
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017
2014
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014
2013
Highly Accurate Analytic Approximation to the Gaussian Q-function Based on the Use of Nonlinear Least Squares Optimization Algorithm.
J. Optim. Theory Appl., 2013
Performance analysis of the coarse-grained parallel model of the artificial bee colony algorithm.
Inf. Sci., 2013
2012
Parallel Implementation of Synchronous Type Artificial Bee Colony Algorithm for Global Optimization.
J. Optim. Theory Appl., 2012
IEEE Comput. Intell. Mag., 2012
2009
Efficient edge detection in digital images using a cellular neural network optimized by differential evolution algorithm.
Expert Syst. Appl., 2009
2008
Impulse Noise Removal From Digital Images by a Detail-Preserving Filter Based on Type-2 Fuzzy Logic.
IEEE Trans. Fuzzy Syst., 2008
2007
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007
Inspection of defects in fabrics using Gabor wavelets and principle component analysis.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007
A Detail-Preserving Type-2 Fuzzy Logic Filter for Impulse Noise Removal from Digital Images.
Proceedings of the FUZZ-IEEE 2007, 2007
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)
PhD thesis, 2006
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006
2004
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