Publications & Works

Articles Published in Journals That Entered SCI, SSCI and AHCI Indexes

Archive-based multi-criteria Artificial Bee Colony algorithm for whole test suite generation

Engineering Science and Technology, an International Journal, vol.24, pp.806-817, 2021 (Journal Indexed in SCI) identifier identifier

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

COMPUTER SYSTEMS SCIENCE AND ENGINEERING, vol.39, no.1, pp.87-106, 2021 (Journal Indexed in SCI) identifier identifier

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

TEHNICKI VJESNIK-TECHNICAL GAZETTE, vol.27, no.6, pp.1825-1835, 2020 (Journal Indexed in SCI) identifier identifier

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

Computer Systems Science And Engineering, vol.35, no.6, pp.441-456, 2020 (Journal Indexed in SCI Expanded)

A comprehensive review of deep learning in colon cancer

COMPUTERS IN BIOLOGY AND MEDICINE, vol.126, 2020 (Journal Indexed in SCI) Sustainable Development identifier identifier identifier

Cryptanalysis of Polyalphabetic Cipher Using Differential Evolution Algorithm

TEHNICKI VJESNIK-TECHNICAL GAZETTE, vol.27, no.4, pp.1101-1107, 2020 (Journal Indexed in SCI) identifier identifier

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

COMPUTER SYSTEMS SCIENCE AND ENGINEERING, vol.34, no.5, pp.259-281, 2019 (Journal Indexed in SCI) identifier identifier

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

PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART E-JOURNAL OF PROCESS MECHANICAL ENGINEERING, vol.232, no.1, pp.38-48, 2018 (Journal Indexed in SCI) identifier identifier

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

INVERSE PROBLEMS IN SCIENCE AND ENGINEERING, vol.25, no.6, pp.887-908, 2017 (Journal Indexed in SCI) identifier identifier

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

SIGNAL IMAGE AND VIDEO PROCESSING, vol.9, no.4, pp.967-990, 2015 (Journal Indexed in SCI) identifier identifier

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

JOURNAL OF GLOBAL OPTIMIZATION, vol.57, no.2, pp.415-445, 2013 (Journal Indexed in SCI) identifier identifier

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

APPLIED SOFT COMPUTING, vol.13, no.6, pp.3066-3091, 2013 (Journal Indexed in SCI) identifier identifier

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

JOURNAL OF INTELLIGENT MANUFACTURING, vol.23, no.4, pp.1001-1014, 2012 (Journal Indexed in SCI) identifier identifier

A modified Artificial Bee Colony algorithm for real-parameter optimization

INFORMATION SCIENCES, vol.192, pp.120-142, 2012 (Journal Indexed in SCI) identifier identifier

Mix Proportioning of Aggregates for Concrete by Three Different Approaches

JOURNAL OF MATERIALS IN CIVIL ENGINEERING, vol.24, no.5, pp.529-537, 2012 (Journal Indexed in SCI) identifier identifier

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

APPLIED SOFT COMPUTING, vol.11, no.3, pp.3021-3031, 2011 (Journal Indexed in SCI) identifier identifier

PAPR reduction using artificial bee colony algorithm in OFDM systems

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, vol.19, no.1, pp.47-58, 2011 (Journal Indexed in SCI) identifier identifier

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, vol.224, pp.869-883, 2010 (Journal Indexed in SCI) identifier identifier

A comparative study of Artificial Bee Colony algorithm

APPLIED MATHEMATICS AND COMPUTATION, vol.214, no.1, pp.108-132, 2009 (Journal Indexed in SCI) identifier identifier

A survey: algorithms simulating bee swarm intelligence

ARTIFICIAL INTELLIGENCE REVIEW, vol.31, pp.61-85, 2009 (Journal Indexed in SCI) identifier identifier

On the performance of artificial bee colony (ABC) algorithm

APPLIED SOFT COMPUTING, vol.8, no.1, pp.687-697, 2008 (Journal Indexed in SCI) identifier identifier

Articles Published in Other Journals

Parameter Tuning of Artificial Bee Colony Algorithm Using Iterative F-Race Algorithm

Erciyes Üniversitesi Fen Bilimleri Enstitüsü Dergisi, vol.37, no.1, pp.12-25, 2021 (National Refreed University Journal)

Sınırlama Ele Alış Metotlarının Yapay Arı Kolonisi Algoritması Üzerinde Etkisinin İncelenmesi

Erciyes Üniversitesi Fen Bilimleri Enstitüsü Dergisi, vol.36, no.3, pp.385-399, 2020 (Other Refereed National Journals)

Artificial Bee Colony Algorithm Variants on Constrained Optimization

International Journal of Optimization and Control: Theories & Applications, vol.7, no.1, 2017 (Refereed Journals of Other Institutions)

KLASİK KRİPTOLOJİ YÖNTEMLERİNİN KARŞILAŞTIRILMASI

e-Journal of New World Sciences Academy, vol.11, no.4, pp.100-108, 2016 (Refereed Journals of Other Institutions)

Refereed Congress / Symposium Publications in Proceedings

Statistics based Cryptanalytic by Artificial Bee Colony Algorithm

The International Advanced Technologies Symposium, IATS17, 19 - 21 October 2017, pp.3874-3879

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

1st International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2017, Tokat, Turkey, 2 - 04 November 2017, pp.334-338

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

1st International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2017, Tokat, Turkey, 2 - 04 November 2017, pp.78-83

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

IEEE Conferences 2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Turkey, Turkey, 5 - 08 October 2017, pp.645-648

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

10. Ulusal Yazılım Mühendisliği Sempozyumu, Çanakkale, Turkey, 24 - 26 October 2016, pp.154-165

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

1st International Conference on Engineering Technology and Applied Sciences, Afyon, Turkey, 21 April - 22 October 2016, pp.362-369

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

IEEE Congress on Evolutionary Computation, CEC 2015, Sendai, Japan, 25 - 28 May 2015, pp.2420-2427 identifier identifier

İşlemci Çizelgelemesi için Karınca Koloni Yaklaşımı

Akıllı Sistemlerde Yenilikler ve Uygulamaları (ASYU) 2012, Trabzon, Türkiye,, Trabzon, Turkey, 1 - 04 July 2012, pp.111-115

Structural Optimization of Wavelet Packets using Swarm Algorithms

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, Australia, 10 - 15 June 2012 identifier identifier

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

2nd World Conference on Information Technology (WCIT-2011), Antalya, Turkey, Turkey, 1 - 04 November 2011, pp.666-672

Wavelet Packets Optimization using Artificial Bee Colony Algorithm

IEEE Congress on Evolutionary Computation (CEC), Louisiana, United States Of America, 5 - 08 June 2011, pp.89-94 identifier identifier

Solving Integer Programming Problems by Using Artificial Bee Colony Algorithm

11th Congress of the Italian-Association-for-Artificial-Intelligence, Reggio Emilia, Italy, 9 - 12 December 2009, vol.5883, pp.355-364 identifier identifier

Parameter Tuning for the Artificial Bee Colony Algorithm

1st International Conference on Computational Collective IntelligenceWroclaw Univ Technol, Wroclaw, Poland, 5 - 07 October 2009, vol.5796, pp.608-619 identifier identifier

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,, Tunisia, 1 - 04 November 2008, pp.401-410

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

4th International Conference on Modeling Decisions for Artificial Intelligence, Kitakyushu, Japan, 16 August 2007 - 18 August 2008, vol.4617, pp.318-321 identifier identifier

Training Neural Networks With ABC Optimization Algorithm On Medical Pattern Classification

International Conference on Multivariate Statistical Modelling & High Dimensional Data Mining, Kayseri, Turkiye,, Turkey, 1 - 04 June 2008, pp.31

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,, Turkey, 1 - 04 June 2008, pp.117

Artificial Bee Colony Algorithm On Training Artificial Neural Networks

IEEE 15th Signal Processing and Communications Applications, SIU 2007, Eskişehir, Türkiye,, Eskişehir, Turkey, 1 - 04 June 2007, pp.1-4

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,, Mexico, 1 - 04 June 2007, pp.789-798

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

Proceedings of IEEE SIS'06, IEEE Swarm Intelligence Symposium 2006,, United States Of America, 1 - 04 May 2006, pp.13-19

Yüz Tanıma Ile Havaalanı Personelinin Kimliklendirilmesi

Hasem 06, Kayseri VI. Havacılık Sempozyumu, Nevşehir, Türkiye, Nevşehir, Turkey, 1 - 04 May 2006, pp.449-453

Image Segmentation Using Differential Evolution Algorithm

Proceedings of the IEEE 13th Signal Processing and Communications Applications Conference,, Kayseri, Turkey, 1 - 04 May 2005, pp.33-36

Books & Book Chapters

Artificial Bee Colony Algorithm and Its Application to Content Filtering in Digital Communication

in: Nature-Inspired Metaheuristic Algorithms for Engineering Optimization Applications, Carbas Serdar, Toktas Abdurrahim, Ustun Deniz, Editor, Springer Nature, pp.337-355, 2021

Artificial Bee Colony Algorithm and An Application to Software Defect Prediction

in: Metaheuristic Optimization Methods: Algorithms and Engineering Applications, Fouad Bennis,Rajib K Bhattacharjya, Editor, Springer, London/Berlin , Berlin, pp.73-92, 2020

Artificial Bee Colony - Modifications and An Application to Software Requirements Selection

in: Swarm Intelligence Algorithms: Modifications and Applications, Adam Slowick, Editor, CRC, New York , Florida, pp.1-26, 2020

Artificial Bee Colony Algorithm

in: Swarm Intelligence Algorithms: A Tutorial, Adam Slowick, Editor, CRC, New York , Florida, pp.1-25, 2020

Artificial Bee Colony Algorithm Variants and Its Application to Colormap Quantization

in: Evolutionary and Swarm Intelligence Algorithms, Jagdish Chand Bansal,Pramod Kumar Singh,Nikhil R. Pal ., Editor, Springer, London/Berlin , Berlin, pp.25-41, 2019

Recent Advances in Evolutionary Algorithms for Job Shop Scheduling

in: Automated Scheduling and Planning, E. Ozcan, N. Urquhart, S. Uyar, Editor, Springer-Verlag Gmbh- Berlin Heidelberg, Berlin, pp.191-224, 2013

Other Publications