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2020 – today
- 2024
[j27]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): 382-402 (2024)- [j26]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): 6355-6379 (2024) - 2023
- [j25]Ahmet Karaman, Dervis Karaboga, Ishak Paçal, 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): 15603-15620 (2023) - [j24]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): 1294-1313 (2023) - [j23]Ahmet Karaman, Ishak Paçal, 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: 119741 (2023) - [j22]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): 10605-10619 (2023) - 2022
- [j21]Demet Alici-Karaca, Bahriye Akay, Arzu Yay, Pinar Suna, Özkan 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: 103463 (2022) - [j20]Ishak Paçal, Ahmet Karaman, Dervis Karaboga, Bahriye Akay, Alper Bastürk, Özkan 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: 105031 (2022) - 2021
- [j19]Tayyip Özcan, Alper Bastürk:
Performance Improvement Of Pre-trained Convolutional Neural Networks For Action Recognition. Comput. J. 64(11): 1715-1730 (2021) - 2020
- [j18]Mustafa Bicakci, Oguzhan Ayyildiz, Zafer Aydin, Alper Bastürk, Seyhan Karaçavus, Bülent Yilmaz:
Metabolic Imaging Based Sub-Classification of Lung Cancer. IEEE Access 8: 218470-218476 (2020) - [j17]Ishak Paçal, Dervis Karaboga, Alper Bastürk, Bahriye Akay, Özkan Ufuk Nalbantoglu:
A comprehensive review of deep learning in colon cancer. Comput. Biol. Medicine 126: 104003 (2020) - [j16]Tayyip Özcan, Alper Bastürk:
Human action recognition with deep learning and structural optimization using a hybrid heuristic algorithm. Clust. Comput. 23(4): 2847-2860 (2020) - [j15]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): 26587-26604 (2020)
2010 – 2019
- 2019
- [j14]Tayyip Özcan, Alper Bastürk:
Transfer learning-based convolutional neural networks with heuristic optimization for hand gesture recognition. Neural Comput. Appl. 31(12): 8955-8970 (2019) - [c10]Tayyip Özcan, Alper Bastürk:
Static Image-Based Emotion Recognition Using Convolutional Neural Network. SIU 2019: 1-4 - [p1]Alper Bastürk, Hasan Badem, Abdullah Caliskan, Mehmet Emin Yüksel:
Application of Deep Neural Networks for Disease Diagnosis Through Medical Data Sets. Handbook of Deep Learning Applications 2019: 259-292 - 2018
- [j13]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: 826-844 (2018) - [j12]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: 14-23 (2018) - [j11]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): 2273-2285 (2018) - [c9]Alper Bastürk, Nurcan Sarikaya Basturk, Orxan Qurbanov:
Fingerprint recognition by deep neural networks and fingercodes. SIU 2018: 1-4 - 2017
- [j10]Rüstü Akay, Alper Bastürk, Adem Kalinli, Xin Yao:
Parallel population-based algorithm portfolios: An empirical study. Neurocomputing 247: 115-125 (2017) - [j9]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: 506-526 (2017) - [c8]Alper Bastürk, Mehmet Emin Yüksel, Hasan Badem, Abdullah Caliskan:
Deep neural network based diagnosis system for melanoma skin cancer. SIU 2017: 1-4 - [c7]Alper Bastürk, Mehmet Emin Yüksel, Abdullah Caliskan, Hasan Badem:
Deep neural network classifier for hand movement prediction. SIU 2017: 1-4 - 2014
- [c6]Rüstü Akay, Alper Bastürk:
Parallel artificial bee colony algorithm for traveling salesman problem. SIU 2014: 501-505 - [c5]Mehmet Ali Soyturk, Alper Bastürk, Mehmet Emin Yüksel:
A type-2 fuzzy edge detector based speckle noise remover. SIU 2014: 955-958 - 2013
- [j8]Alper Bastürk, Rüstü Akay:
Performance analysis of the coarse-grained parallel model of the artificial bee colony algorithm. Inf. Sci. 253: 34-55 (2013) - [j7]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): 183-191 (2013) - 2012
- [j6]Oscar Montiel Ross, Roberto Sepúlveda Cruz, Oscar Castillo, Alper Bastürk:
High Performance Fuzzy Systems for Real World Problems. Adv. Fuzzy Syst. 2012: 316187:1-316187:2 (2012) - [j5]Mehmet Emin Yüksel, Alper Bastürk:
Application of Type-2 Fuzzy Logic Filtering to Reduce Noise in Color Images. IEEE Comput. Intell. Mag. 7(3): 25-35 (2012) - [j4]Alper Bastürk, Rüstü Akay:
Parallel Implementation of Synchronous Type Artificial Bee Colony Algorithm for Global Optimization. J. Optim. Theory Appl. 155(3): 1095-1104 (2012)
2000 – 2009
- 2009
- [j3]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): 2645-2650 (2009) - 2008
- [j2]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): 920-928 (2008) - 2007
- [c4]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: 1-6 - [c3]Alper Bastürk, Halil Ketencioglu, Zeki Yugnak, M. Emin Yüksel:
Inspection of defects in fabrics using Gabor wavelets and principle component analysis. ISSPA 2007: 1-4 - [c2]Alper Bastürk, Mehmet Emin Yüksel:
Adaptive neuro-fuzzy inference system for speckle noise reduction in SAR images. ISSPA 2007: 1-4 - 2006
- [b1]Alper Bastürk:
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). Erciyes University, Turkey, 2006 - [c1]M. Emin Yüksel, Alper Bastürk:
Efficient Distortion Reduction of Mixed Noise Filters by Neuro-fuzzy Processing. KES (2) 2006: 331-339 - 2004
- [j1]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): 2451-2461 (2004)
Coauthor Index
aka: Özkan Ufuk Nalbantoglu
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last updated on 2025-01-21 00:14 CET by the dblp team
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