Prof. Dr. BAHRİYE AKAY

COMPUTER SYSTEMS SCIENCE AND ENGINEERING , cilt.39, sa.1, ss.87-106, 2021 (SCI-Expanded, Scopus)

23. Sınırlama Ele Alış Metotlarının Yapay Arı Kolonisi Algoritması Üzerinde Etkisinin İncelenmesi

ALICI KARACA D., AKAY B.

Erciyes Üniversitesi Fen Bilimleri Enstitüsü Dergisi , cilt.36, sa.3, ss.385-399, 2020 (TRDizin)

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

Jamel A. A. M., Akay B.

Computer Systems Science And Engineering , cilt.35, sa.6, ss.441-456, 2020 (SCI-Expanded, Scopus)

25. A survey on the studies employing machine learning (ML) for enhancing artificial bee colony (ABC) optimization algorithm

Karaboğa D., Akay B., Karaboğa N.

Cogent Engineering , cilt.7, sa.1, ss.1855741, 2020 (ESCI, Scopus)

26. A Binomial Crossover Based Artificial Bee Colony Algorithm for Cryptanalysis of Polyalphabetic Cipher

TEHNICKI VJESNIK-TECHNICAL GAZETTE , cilt.27, sa.6, ss.1825-1835, 2020 (SCI-Expanded, Scopus)

27. A comprehensive review of deep learning in colon cancer

Pacal I., KARABOĞA D., BAŞTÜRK A., AKAY B., Nalbantoglu U.

COMPUTERS IN BIOLOGY AND MEDICINE , cilt.126, 2020 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

28. Cryptanalysis of Polyalphabetic Cipher Using Differential Evolution Algorithm

TEHNICKI VJESNIK-TECHNICAL GAZETTE , cilt.27, sa.4, ss.1101-1107, 2020 (SCI-Expanded, Scopus)

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

Dedeturk B. K., AKAY B.

APPLIED SOFT COMPUTING , cilt.91, 2020 (SCI-Expanded, Scopus)

30. A Survey and Systematic Categorization of Parallel K-means and Fuzzy-c-Means Algorithms

Jamel A. A. M., AKAY B.

COMPUTER SYSTEMS SCIENCE AND ENGINEERING , cilt.34, sa.5, ss.259-281, 2019 (SCI-Expanded, Scopus)

31. Application of artificial bee colony algorithm for maximizing heat transfer in a perforated fin

Das R., Singh K., AKAY B., Gogoi T. K.

PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART E-JOURNAL OF PROCESS MECHANICAL ENGINEERING , cilt.232, sa.1, ss.38-48, 2018 (SCI-Expanded, Scopus)

32. Pareto front feature selection based on artificial bee colony optimization

Hancer E., Xue B., Zhang M., Karaboga D., Akay B.

INFORMATION SCIENCES , cilt.422, ss.462-479, 2018 (SCI-Expanded, Scopus)

33. Artificial Bee Colony Algorithm Variants on Constrained Optimization

International Journal of Optimization and Control: Theories & Applications , cilt.7, sa.1, 2017 (TRDizin)

34. Application of artificial bee colony algorithm for inverse modelling of a solar collector

Das R., AKAY B., Singla R. K., Singh K.

INVERSE PROBLEMS IN SCIENCE AND ENGINEERING , cilt.25, sa.6, ss.887-908, 2017 (SCI-Expanded, Scopus)

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

ŞAHİN Ö., AKAY B.

APPLIED SOFT COMPUTING , cilt.49, ss.1202-1214, 2016 (SCI-Expanded, Scopus)

36. KLASİK KRİPTOLOJİ YÖNTEMLERİNİN KARŞILAŞTIRILMASI

Z H O., A S., AKAY B.

e-Journal of New World Sciences Academy , cilt.11, sa.4, ss.100-108, 2016 (Hakemli Dergi)

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

SIGNAL IMAGE AND VIDEO PROCESSING , cilt.9, sa.4, ss.967-990, 2015 (SCI-Expanded, Scopus)

38. The Artificial Bee Colony algorithm in layer optimization for the maximum fundamental frequency of symmetrical laminated composite plates

APALAK M. K., KARABOĞA D., AKAY B.

ENGINEERING OPTIMIZATION , cilt.46, sa.3, ss.420-437, 2014 (SCI-Expanded, Scopus)

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

Akay B.

JOURNAL OF GLOBAL OPTIMIZATION , cilt.57, sa.2, ss.415-445, 2013 (SCI-Expanded, Scopus)

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

Akay B.

APPLIED SOFT COMPUTING , cilt.13, sa.6, ss.3066-3091, 2013 (SCI-Expanded, Scopus)

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

JOURNAL OF INTELLIGENT MANUFACTURING , cilt.23, sa.4, ss.1001-1014, 2012 (SCI-Expanded, Scopus)

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

INFORMATION SCIENCES , cilt.192, ss.120-142, 2012 (SCI-Expanded, Scopus)

43. Mix Proportioning of Aggregates for Concrete by Three Different Approaches

HAKTANIR T., KARABOĞA D., AKAY B.

JOURNAL OF MATERIALS IN CIVIL ENGINEERING , cilt.24, sa.5, ss.529-537, 2012 (SCI-Expanded, Scopus)

44. Modeling discharge-sediment relationship using neural networks with artificial bee colony algorithm

KİSİ O., ÖZKAN C., AKAY B.

JOURNAL OF HYDROLOGY , cilt.428, ss.94-103, 2012 (SCI-Expanded, Scopus)

45. Neural networks with artificial bee colony algorithm for modeling daily reference evapotranspiration

ÖZKAN C., KİSİ O., AKAY B.

IRRIGATION SCIENCE , cilt.29, sa.6, ss.431-441, 2011 (SCI-Expanded, Scopus)

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

TAŞPINAR N., KARABOĞA D., Yildirim M., AKAY B.

IET COMMUNICATIONS , cilt.5, sa.8, ss.1155-1162, 2011 (SCI-Expanded, Scopus)

47. Partial Transmit Sequences Based On Artificial Bee Colony Algorithm for PAPR Reduction in MC-CDMA Systems

TAŞPINAR N., KARABOĞA D., YILDIRIM M., AKAY B.

IET COMMUNICATIONS , cilt.5, sa.8, ss.1155-1162, 2011 (SCI-Expanded, Scopus)

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

APPLIED SOFT COMPUTING , cilt.11, sa.3, ss.3021-3031, 2011 (SCI-Expanded, Scopus)

49. PAPR reduction using artificial bee colony algorithm in OFDM systems

TAŞPINAR N., KARABOĞA D., Yildirim M., AKAY B.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , cilt.19, sa.1, ss.47-58, 2011 (SCI-Expanded, Scopus, TRDizin)

50. Proportional-integral-derivative controller design by using artificial bee colony, harmony search, and the bees algorithms

PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART I-JOURNAL OF SYSTEMS AND CONTROL ENGINEERING , cilt.224, ss.869-883, 2010 (SCI-Expanded, Scopus)

51. A comparative study of Artificial Bee Colony algorithm

APPLIED MATHEMATICS AND COMPUTATION , cilt.214, sa.1, ss.108-132, 2009 (SCI-Expanded, Scopus)

52. A survey: algorithms simulating bee swarm intelligence

ARTIFICIAL INTELLIGENCE REVIEW , cilt.31, ss.61-85, 2009 (SCI-Expanded, Scopus)

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

Karaboga D., Basturk B.

APPLIED SOFT COMPUTING , cilt.8, sa.1, ss.687-697, 2008 (SCI-Expanded, Scopus)

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

Karaboga D., Basturk B.

JOURNAL OF GLOBAL OPTIMIZATION , cilt.39, sa.3, ss.459-471, 2007 (SCI-Expanded, Scopus)

55. Artificial Bee Colony ABC Optimization Algorithm For Training Feed Forward Neural Networks Bu çalısma LNCS tarafından konferans yayınından makale olarak yayınlanmıstır

KARABOĞA D., AKAY B., ÖZTÜRK C.

LNCS: Modeling Decisions forArtificial Intelligence , cilt.4617, ss.318-329, 2007 (Scopus)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 30

1. A Comparative Analysis of Logistic Regression, Artificial Neural Networks and Convolutional Neural Networks for Customer Churn Detection

Hames E. S., Akay B.

EJONS 18th INTERNATIONAL CONGRESS "Artificial Intelligence Trends: Theory to Practice", New Delhi, Hindistan, 10 Şubat 2025, (Tam Metin Bildiri)

2. A Hybrid Deep Learning Approach for Improving Medical Image Captioning Using Convolutional Vision Transformer

Ramadan W., AKAY B.

2nd International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications, ACDSA 2025, Antalya, Türkiye, 7 - 09 Ağustos 2025, (Tam Metin Bildiri)

3. Privacy-Aware Split Neural Network for Vertical Federated Learning Gizlilik Duyarli Par ali Sinir Agi Modeli ile Dikey Federe grenme

ÖZTÜRK H., AKAY B.

2025 Innovations in Intelligent Systems and Applications Conference, ASYU 2025, Bursa, Türkiye, 10 - 12 Eylül 2025, (Tam Metin Bildiri)

4. Efficient Unsupervised Domain Adaptation with PEFT Combinations

Rawhani M., KARABOĞA D., NALBANTOĞLU Ö. U., BAŞTÜRK A., AKAY B.

9th International Conference on Computer Science and Engineering, UBMK 2024, Antalya, Türkiye, 26 Ekim 2024, ss.169-174, (Tam Metin Bildiri)

5. Deep Learning Based Steatosis Quantification of Liver Histopathology Images Using Unsupervised Feature Extraction

KARAGÖZ M. A., KARABOĞA D., AKAY B., BAŞTÜRK A., Nalbantoglu O. U.

2nd International Conference on Computing and Machine Intelligence, ICMI 2022, İstanbul, Türkiye, 15 - 16 Temmuz 2022, (Tam Metin Bildiri)

6. Developing A Deep Learning Network For Recognition of Dental Implant Systems

Leblebicioğlu Kurtuluş İ., Karaboğa D., Akay B., Baştürk A., Durmaz Yılmaz Ö. M., Kılıç K., et al.

25th Scientific Congress of Turkish Prosthodontics and Implantology Association, Muğla, Türkiye, 4 - 07 Kasım 2021, (Özet Bildiri)

7. Statistics based Cryptanalytic by Artificial Bee Colony Algorithm

Sabonchi A., AKAY B.

The International Advanced Technologies Symposium, IATS17, 19 - 21 Ekim 2017, ss.3874-3879, (Tam Metin Bildiri)

8. Cryptanalysis using Artificial Bee Colony Algorithm Guided by Frequency based Fitness Value

1st International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2017, Tokat, Türkiye, 2 - 04 Kasım 2017, ss.334-338, (Tam Metin Bildiri)

9. An Investigation of Range-based Localization Methods in Wireless Sensor Networks

Jasim L., AKAY B.

1st International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2017, Tokat, Türkiye, 2 - 04 Kasım 2017, ss.78-83, (Tam Metin Bildiri)

10. Derin öğrenme tabanlı önerici sistemler (Deep learning based recommender systems)

AKAY B., KAYNAR O., DEMİRKOPARAN F.

IEEE Conferences 2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Turkey, Türkiye, 5 - 08 Ekim 2017, ss.645-648, (Tam Metin Bildiri)

11. Döngü İçeren Programlar İçin Test Verisi Üretiminde Meta sezgisel Algoritmaların Kontrol Parametresi Analizi

AKAY B., ŞAHİN Ö.

International Conference on Computer Science and Engineering, Tekirdağ, Türkiye, 20 - 23 Ekim 2016, ss.306-313, (Tam Metin Bildiri)

12. Ögrenme Ögretme Temelli ve Armoni Arama Algoritmalar ile Test Verisi Uretimi

AKAY B., ŞAHİN Ö.

10. Ulusal Yazılım Mühendisliği Sempozyumu, Çanakkale, Türkiye, 24 - 26 Ekim 2016, ss.154-165, (Tam Metin Bildiri)

13. Öğrenme-Öğretme Temelli ve Armoni Arama Algoritmaları ile Test Verisi Üretimi

Akay B., Şahin Ö.

10. Ulusal Yazılım Mühendisliği Sempozyumu, Çanakkale, Türkiye, 24 - 26 Ekim 2016, ss.154-165, (Tam Metin Bildiri)

14. Döngü İçeren Kod Parçaları için Test Verisi Üretiminde Meta-sezgisel Algoritmaların İncelemesi

ŞAHİN Ö., AKAY B.

1st International Conference on Engineering Technology and Applied Sciences, Afyon, Türkiye, 21 Nisan - 22 Ekim 2016, ss.362-369, (Tam Metin Bildiri)

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

Hancer E., XUE B., ZHANG M., KARABOĞA D., AKAY B.

IEEE Congress on Evolutionary Computation, CEC 2015, Sendai, Japonya, 25 - 28 Mayıs 2015, ss.2420-2427, (Tam Metin Bildiri)

16. İşlemci Çizelgelemesi için Karınca Koloni Yaklaşımı

Akıllı Sistemlerde Yenilikler ve Uygulamaları (ASYU) 2012, Trabzon, Türkiye,, Trabzon, Türkiye, 1 - 04 Temmuz 2012, ss.111-115, (Tam Metin Bildiri)

17. Structural Optimization of Wavelet Packets using Swarm Algorithms

AKAY B., KIRMIZI I.

IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) / International Joint Conference on Neural Networks (IJCNN) / IEEE Congress on Evolutionary Computation (IEEE-CEC) / IEEE World Congress on Computational Intelligence (IEEE-WCCI), Brisbane, Avustralya, 10 - 15 Haziran 2012, (Tam Metin Bildiri)

18. 2-Opt Based Artificial Bee Colony Algorithm For Solving Traveling Salesman Problem

AKAY B., AYDOĞAN E., KARACAN L.

2nd World Conference on Information Technology (WCIT-2011), Antalya, Turkey, Türkiye, 1 - 04 Kasım 2011, ss.666-672, (Tam Metin Bildiri)

19. Wavelet Packets Optimization using Artificial Bee Colony Algorithm

IEEE Congress on Evolutionary Computation (CEC), Louisiana, Amerika Birleşik Devletleri, 5 - 08 Haziran 2011, ss.89-94, (Tam Metin Bildiri)

20. Solving Integer Programming Problems by Using Artificial Bee Colony Algorithm

11th Congress of the Italian-Association-for-Artificial-Intelligence, Reggio Emilia, İtalya, 9 - 12 Aralık 2009, cilt.5883, ss.355-364, (Tam Metin Bildiri)

21. Parameter Tuning for the Artificial Bee Colony Algorithm

1st International Conference on Computational Collective IntelligenceWroclaw Univ Technol, Wroclaw, Polonya, 5 - 07 Ekim 2009, cilt.5796, ss.608-619, (Tam Metin Bildiri)

22. Solving Large Scale Numerical Problems Using Artificial Bee Colony Algorithm

Proceedings of 6th International Symposium on Intelligent and Manufacturing Systems, 6th Int. Symp. on Intelligent and Manufacturing Systems, Features, Strategies and Innovation, Sakarya, Turkiye,, Tunus, 1 - 04 Kasım 2008, ss.401-410, (Tam Metin Bildiri)

23. Artificial bee colony (ABC) optimization algorithm for training feed-forward neural networks

KARABOĞA D., AKAY B., ÖZTÜRK C.

4th International Conference on Modeling Decisions for Artificial Intelligence, Kitakyushu, Japonya, 16 Ağustos 2007 - 18 Ağustos 2008, cilt.4617, ss.318-321, (Tam Metin Bildiri)

24. Training Neural Networks With ABC Optimization Algorithm On Medical Pattern Classification

KARABOĞA D., ÖZTÜRK C., AKAY B.

International Conference on Multivariate Statistical Modelling & High Dimensional Data Mining, Kayseri, Turkiye,, Türkiye, 1 - 04 Haziran 2008, ss.31, (Tam Metin Bildiri)

25. Effect Of Region Scaling On The Initialization Of Particle Swarm Optimization, Differential Evolution And Artificial Bee Colony Algorithms On Multimodal High Dimensional Problems, Kayseri, Turkiye

International Conference on Multivariate Statistical Modelling & High Dimensional Data Mining, Kayseri, Turkiye,, Türkiye, 1 - 04 Haziran 2008, ss.117, (Tam Metin Bildiri)

26. Artificial Bee Colony Algorithm On Training Artificial Neural Networks

IEEE 15th Signal Processing and Communications Applications, SIU 2007, Eskişehir, Türkiye,, Eskişehir, Türkiye, 1 - 04 Haziran 2007, ss.1-4, (Tam Metin Bildiri)

27. D. Karaboga, B. Basturk, Artificial Bee Colony (ABC) Optimization Algorithm For Solving Constrained Optimization Problems

Advances in Soft Computing: Foundations of Fuzzy Logic and Soft Computing Lecture Notes in Computer Science Volume 4529/2007, 12th International Fuzzy Systems Association World Congress, IFSA 2007, Cancun, Mexico,, Meksika, 1 - 04 Haziran 2007, ss.789-798, (Tam Metin Bildiri)

28. An Artificial Bee Colony (ABC) Algorithm For Numeric Function Optimization

Proceedings of IEEE SIS'06, IEEE Swarm Intelligence Symposium 2006,, Amerika Birleşik Devletleri, 1 - 04 Mayıs 2006, ss.13-19, (Tam Metin Bildiri)

29. Yüz Tanıma Ile Havaalanı Personelinin Kimliklendirilmesi

Hasem 06, Kayseri VI. Havacılık Sempozyumu, Nevşehir, Türkiye, Nevşehir, Türkiye, 1 - 04 Mayıs 2006, ss.449-453, (Tam Metin Bildiri)

30. Image Segmentation Using Differential Evolution Algorithm

Proceedings of the IEEE 13th Signal Processing and Communications Applications Conference,, Kayseri, Türkiye, 1 - 04 Mayıs 2005, ss.33-36, (Tam Metin Bildiri)

Kitaplar 7

Diğer Yayınlar 1

1. Artificial Bee Colony (Abc), Harmony Search And Bees Algorithms On Numerical Optimization, Iproms 2009 Innovative Production Machines And -Systems Virtual Conference, Cardiff, UK.