Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

A comprehensive survey on optimizing deep learning models by metaheuristics

ARTIFICIAL INTELLIGENCE REVIEW, vol.55, no.2, pp.829-894, 2022 (Peer-Reviewed Journal) identifier identifier

Artificial bee colony algorithm with directed scout

SOFT COMPUTING, vol.25, no.21, pp.13567-13593, 2021 (Peer-Reviewed Journal) identifier identifier

Fast path planning in multi-obstacle environments for mobile robots

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, vol.36, no.3, pp.1552-1564, 2021 (Peer-Reviewed Journal) Creative Commons License identifier identifier

Parallel Implementation of Synchronous Type Artificial Bee Colony Algorithm for Global Optimization

JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, vol.155, no.3, pp.1095-1104, 2012 (Peer-Reviewed Journal) identifier identifier

Articles Published in Other Journals

Localization of an Ultra Wide Band Wireless Endoscopy Capsule Inside the Human Body Using Received Signal Strength and Centroid Algorithm

An International Journal of Optimization and Control: Theories & Applications , vol.12, no.2, pp.151-159, 2022 (Peer-Reviewed Journal) Sustainable Development

Comparison of Maths Based Metaheuristics for Grid Based Path Planning

Avrupa Bilim ve Teknoloji Dergisi, no.32, pp.521-530, 2021 (Peer-Reviewed Journal)

A Comparative Study of Optimization Algorithms for Global Path Planning of Mobile Robots

Sakarya University Journal of Science, vol.25, no.2, pp.417-428, 2021 (Peer-Reviewed Journal)

Indoor Localization Using Artificial Bee Colony with Levy Flight

Avrupa Bilim ve Teknoloji Dergisi, pp.152-156, 2019 (Peer-Reviewed Journal)

In-Body Ranging Usıng Ultra Wide Band Signals Using Neural Networks based on Particle Swarm Optimization

SELCUK UNIVERSITY JOURNAL OF ENGINEERING, SCIENCE AND TECHNOLOGY, vol.6, no.2, pp.207-217, 2018 (Peer-Reviewed Journal)

Refereed Congress / Symposium Publications in Proceedings

Maintenance Estimation with Modbus-Based Communication and Fuzzy Logic

29th Signal Processing and Communications Applications Conference (SIU), İstanbul, Turkey, 9 - 11 June 2021, pp.1

Mobil Robotların Yol Planlamasında Doğrusallığın İncelenmesi

2nd International Conference on Access to Recent Advances in Engineering and Digitalization, Kayseri, Turkey, 10 - 12 March 2021, pp.138-142

Real-Time Optimization of PID Controller Parameters for DC Motor Speed Control with PSO Algorithm

2nd International Eurasian Conference on Science, Engineering and Technology (EurasianSciEnTech 2020), Gaziantep, Turkey, 7 - 09 October 2020, pp.543-549

Using Recurrent Neural Network Models Trained With Artificial Bee Colony Algorithm for Robot Navigation

International Conference on Access to Recent Advances in Engineering and Digitalization, Turkey, 5 - 07 March 2020

Classification of Melanoma Images Using Modified Teaching Learning Based Artificial Bee Colony

International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Turkey, 05 July 2019, pp.225-232

A Fast Firefly Algorithm

Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu (ASYU-2017), 5 - 07 October 2017

Öğretme ve Öğrenme Temelli Optimizasyon Algoritması için Paralel Yaklaşımlar

Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu (ASYU-2016), Düzce, Turkey, 29 September - 01 October 2016, pp.168-173

Gezgin Satıcı Problemi için Paralel Yapay Arı Koloni Algoritması

22. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU-2014), Trabzon, Turkey, 23 - 25 April 2014, pp.501-505

Paralel Diferansiyel Gelişim Algoritmasında Farklı Göç Topolojilerinin Performansa Etkisi

Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu ASYU-2012, Trabzon, Turkey, 3 - 04 July 2012, pp.1 Sustainable Development

Comparison of Fine Grained and Coarse Grained Parallel Models in Particle Swarm Optimization Algorithm

2nd World Conference on Information Technology WCIT-2011, Antalya, Turkey, 23 - 27 November 2011

İşaret İşleme Algoritmalarının GPU Üzerinde Gerçekleştirilerek Hesaplama Sürelerinin Azaltılması

2011 IEEE 19th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, Turkey, 20 - 22 April 2011, pp.1 identifier

Books & Book Chapters

On the Use of Artificial Intelligence Techniques in Crop Monitoring and Disease Identification

in: Precision Agriculture Technologies for Food Security and Sustainability, Sherine M. Abd El-Kader and Basma M. Mohammad El-Basioni, Editor, IGI Global, Pennsylvania, pp.166-186, 2021 Sustainable Development

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