Bahriye Akay

42 papers B 5Journal 33Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
A parallel hybrid approach integrating clonal selection with artificial bee colony for logistic regression in spam email detection.
Neural Comput. Appl.
Bilge Kagan Dedeturk, Bahriye Akay
2025 J jnl
A review on the versions of artificial bee colony algorithm for scheduling problems.
J. Comb. Optim.
Beyza Görkemli, Ebubekir Kaya, Dervis Karaboga, Bahriye Akay
2025 J jnl
Handling heterogeneity in Human Activity Recognition data by a compact Long Short Term Memory based deep learning approach.
Eng. Appl. Artif. Intell.
Ahmed Cemiloglu, Bahriye Akay
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
An Efficient Deep Learning Model for Prostate Cancer Diagnosis.
IEEE Access
Demet Alici-Karaca, Bahriye Akay
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 comprehensive survey on optimizing deep learning models by metaheuristics.
Artif. Intell. Rev.
Bahriye Akay, Dervis Karaboga, Rüstü Akay
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
A review on the studies employing artificial bee colony algorithm to solve combinatorial optimization problems.
Eng. Appl. Artif. Intell.
Ebubekir Kaya, Beyza Görkemli, Bahriye Akay, Dervis Karaboga
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
A Discrete Dynamic Artificial Bee Colony with Hyper-Scout for RESTful web service API test suite generation.
Appl. Soft Comput.
Omur Sahin, Bahriye Akay
2021 J jnl
A survey on the Artificial Bee Colony algorithm variants for binary, integer and mixed integer programming problems.
Appl. Soft Comput.
Bahriye Akay, Dervis Karaboga, Beyza Görkemli, Ebubekir Kaya
2021 J jnl
A survey on the Metaheuristics for Cryptanalysis of Substitution and Transposition Ciphers.
Comput. Syst. Sci. Eng.
Arkan Kh Shakr Sabonchi, Bahriye Akay
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 Activity Recognition Based on Parallel Approximation Kernel K-Means Algorithm.
Comput. Syst. Sci. Eng.
Ahmed A. M. Jamel, Bahriye Akay
2020 J jnl
Spam filtering using a logistic regression model trained by an artificial bee colony algorithm.
Appl. Soft Comput.
Bilge Kagan Dedeturk, Bahriye Akay
2019 J jnl
A survey and systematic categorization of parallel K-means and fuzzy-c-means algorithms.
Comput. Syst. Sci. Eng.
Ahmed A. M. Jamel, Bahriye Akay
2018 J jnl
Pareto front feature selection based on artificial bee colony optimization.
Inf. Sci.
Emrah Hancer, Bing Xue, Mengjie Zhang, Dervis Karaboga, Bahriye Akay
2016 J jnl
Comparisons of metaheuristic algorithms and fitness functions on software test data generation.
Appl. Soft Comput.
Omur Sahin, Bahriye Akay
2016 — conf
Ogrenme-Ogretme Temelli ve Armoni Arama Algoritmalari ile Test Verisi Uretimi.
UYMS
Bahriye Akay, Omur Sahin
2015 B conf
A multi-objective artificial bee colony approach to feature selection using fuzzy mutual information.
CEC
Emrah Hancer, Bing Xue, Mengjie Zhang, Dervis Karaboga, Bahriye Akay
2015 J jnl
A survey on the applications of artificial bee colony in signal, image, and video processing.
Signal Image Video Process.
Bahriye Akay, Dervis Karaboga
2013 J jnl
A study on particle swarm optimization and artificial bee colony algorithms for multilevel thresholding.
Appl. Soft Comput.
Bahriye Akay
2013 — ch.
Recent Advances in Evolutionary Algorithms for Job Shop Scheduling.
Automated Scheduling and Planning
Bahriye Akay, Xin Yao
2013 J jnl
Synchronous and asynchronous Pareto-based multi-objective Artificial Bee Colony algorithms.
J. Glob. Optim.
Bahriye Akay
2012 J jnl
A modified Artificial Bee Colony algorithm for real-parameter optimization.
Inf. Sci.
Bahriye Akay, Dervis Karaboga
2012 J jnl
Artificial bee colony algorithm for large-scale problems and engineering design optimization.
J. Intell. Manuf.
Bahriye Akay, Dervis Karaboga
2012 B conf
Structural optimization of wavelet packets using swarm algorithms.
IEEE Congress on Evolutionary Computation
Bahriye Akay, Ibrahim Kirmizi
2011 J jnl
A modified Artificial Bee Colony (ABC) algorithm for constrained optimization problems.
Appl. Soft Comput.
Dervis Karaboga, Bahriye Akay
2011 J jnl
Partial transmit sequences based on artificial bee colony algorithm for peak-to-average power ratio reduction in multicarrier code division multiple access systems.
IET Commun.
N. Taspnar, Dervis Karaboga, Mahmut Yildirim, Bahriye Akay
2011 B conf
Wavelet packets optimization using Artificial Bee Colony algorithm.
IEEE Congress on Evolutionary Computation
Bahriye Akay, Dervis Karaboga
2009 J jnl
A comparative study of Artificial Bee Colony algorithm.
Appl. Math. Comput.
Dervis Karaboga, Bahriye Akay
2009 J jnl
A survey: algorithms simulating bee swarm intelligence.
Artif. Intell. Rev.
Dervis Karaboga, Bahriye Akay
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
2009 B conf
Parameter Tuning for the Artificial Bee Colony Algorithm.
ICCCI
Bahriye Akay, Dervis Karaboga
2009 — conf
Solving Integer Programming Problems by Using Artificial Bee Colony Algorithm.
AI*IA
Bahriye Akay, Dervis Karaboga
2007 B conf
Artificial Bee Colony (ABC) Optimization Algorithm for Training Feed-Forward Neural Networks.
MDAI
Dervis Karaboga, Bahriye Akay, Celal Öztürk