Bahriye Akay

According to our database, Bahriye Akay authored at least 39 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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., April, 2024

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., 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).

Ahmet Karaman, Ishak Paçal, Alper Bastürk, Bahriye Akay, Özkan Ufuk Nalbantoglu, Seymanur Coskun, Omur Sahin, Dervis Karaboga

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.

Ahmet Karaman, Dervis Karaboga, Ishak Paçal, Bahriye Akay, Alper Bastürk, Özkan Ufuk Nalbantoglu, Seymanur Coskun, Omur Sahin

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.

Meryem Altin Karagöz, Bahriye Akay, Alper Bastürk, Dervis Karaboga, Özkan U. Nalbantoglu

Neural Comput. Appl., May, 2023

2022

A review on the studies employing artificial bee colony algorithm to solve combinatorial optimization problems.

Ebubekir Kaya, Beyza Görkemli, Bahriye Akay, Dervis Karaboga

Eng. Appl. Artif. Intell., 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

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

A comprehensive survey on optimizing deep learning models by metaheuristics.

Bahriye Akay, Dervis Karaboga, Rüstü Akay

Artif. Intell. Rev., 2022

2021

A survey on the Metaheuristics for Cryptanalysis of Substitution and Transposition Ciphers.

Arkan Kh Shakr Sabonchi, Bahriye Akay

Comput. Syst. Sci. Eng., 2021

A Discrete Dynamic Artificial Bee Colony with Hyper-Scout for RESTful web service API test suite generation.

Omur Sahin, Bahriye Akay

Appl. Soft Comput., 2021

A survey on the Artificial Bee Colony algorithm variants for binary, integer and mixed integer programming problems.

Bahriye Akay, Dervis Karaboga, Beyza Görkemli, Ebubekir Kaya

Appl. Soft Comput., 2021

2020

Human Activity Recognition Based on Parallel Approximation Kernel K-Means Algorithm.

Ahmed A. M. Jamel, Bahriye Akay

Comput. Syst. Sci. Eng., 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

Spam filtering using a logistic regression model trained by an artificial bee colony algorithm.

Bilge Kagan Dedeturk, Bahriye Akay

Appl. Soft Comput., 2020

2019

A survey and systematic categorization of parallel K-means and fuzzy-c-means algorithms.

Ahmed A. M. Jamel, Bahriye Akay

Comput. Syst. Sci. Eng., 2019

2018

Pareto front feature selection based on artificial bee colony optimization.

Emrah Hancer, Bing Xue, Mengjie Zhang, Dervis Karaboga, Bahriye Akay

Inf. Sci., 2018

2016

Comparisons of metaheuristic algorithms and fitness functions on software test data generation.

Omur Sahin, Bahriye Akay

Appl. Soft Comput., 2016

Ogrenme-Ogretme Temelli ve Armoni Arama Algoritmalari ile Test Verisi Uretimi.

Bahriye Akay, Omur Sahin

Proceedings of the 10th Turkish National Software Engineering Symposium, 2016

2015

A survey on the applications of artificial bee colony in signal, image, and video processing.

Bahriye Akay, Dervis Karaboga

Signal Image Video Process., 2015

A multi-objective artificial bee colony approach to feature selection using fuzzy mutual information.

Emrah Hancer, Bing Xue, Mengjie Zhang, Dervis Karaboga, Bahriye Akay

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2013

Recent Advances in Evolutionary Algorithms for Job Shop Scheduling.

Bahriye Akay, Xin Yao

Proceedings of the Automated Scheduling and Planning - From Theory to Practice, 2013

Synchronous and asynchronous Pareto-based multi-objective Artificial Bee Colony algorithms.

Bahriye Akay

J. Glob. Optim., 2013

A study on particle swarm optimization and artificial bee colony algorithms for multilevel thresholding.

Bahriye Akay

Appl. Soft Comput., 2013

2012

Artificial bee colony algorithm for large-scale problems and engineering design optimization.

Bahriye Akay, Dervis Karaboga

J. Intell. Manuf., 2012

A modified Artificial Bee Colony algorithm for real-parameter optimization.

Bahriye Akay, Dervis Karaboga

Inf. Sci., 2012

Structural optimization of wavelet packets using swarm algorithms.

Bahriye Akay, Ibrahim Kirmizi

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

Partial transmit sequences based on artificial bee colony algorithm for peak-to-average power ratio reduction in multicarrier code division multiple access systems.

N. Taspnar, Dervis Karaboga, Mahmut Yildirim, Bahriye Akay

IET Commun., 2011

A modified Artificial Bee Colony (ABC) algorithm for constrained optimization problems.

Dervis Karaboga, Bahriye Akay

Appl. Soft Comput., 2011

Wavelet packets optimization using Artificial Bee Colony algorithm.

Bahriye Akay, Dervis Karaboga

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2009

Nümerik optimizasyon problemlerinde yapay arı kolonisi (artıfıcıal bee colony) algoritmasının performans analizi (Performance analysis of artificial bee colony algorithm on numerical optimization problems)

Bahriye Akay

PhD thesis, 2009

A comparative study of Artificial Bee Colony algorithm.

Dervis Karaboga, Bahriye Akay

Appl. Math. Comput., 2009

A survey: algorithms simulating bee swarm intelligence.

Dervis Karaboga, Bahriye Akay

Artif. Intell. Rev., 2009

Parameter Tuning for the Artificial Bee Colony Algorithm.

Bahriye Akay, Dervis Karaboga

Proceedings of the Computational Collective Intelligence. Semantic Web, 2009

Solving Integer Programming Problems by Using Artificial Bee Colony Algorithm.

Bahriye Akay, Dervis Karaboga

Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

2008

On the performance of artificial bee colony (ABC) algorithm.

Dervis Karaboga, Bahriye Basturk

Appl. Soft Comput., 2008

2007

A powerful and efficient algorithm for numerical function optimization: artificial bee colony (ABC) algorithm.

Dervis Karaboga, Bahriye Basturk

J. Glob. Optim., 2007

Artificial Bee Colony (ABC) Optimization Algorithm for Training Feed-Forward Neural Networks.

Dervis Karaboga, Bahriye Akay, Celal Öztürk

Proceedings of the Modeling Decisions for Artificial Intelligence, 2007

Artificial Bee Colony (ABC) Optimization Algorithm for Solving Constrained Optimization Problems.

Dervis Karaboga, Bahriye Basturk

Proceedings of the Foundations of Fuzzy Logic and Soft Computing, 2007