Publications & Works

Publication Network
Articles 35
All (35)
SCI-E, SSCI, AHCI (17)
SCI-E, SSCI, AHCI, ESCI (20)
ESCI (3)
Scopus (17)
TRDizin (12)
Other Indexes (7)

1. Evolutionary population management for the design of metaheuristic search algorithms: Three improved algorithms, real-time charge scheduling problems, optimal solutions and stability analysis

Üstünsoy F., KAHRAMAN H. T., SAYAN H. H., SÖNMEZ Y.
Knowledge-Based Systems , vol.328, 2025 (SCI-Expanded) identifier

2. Autonomous control of unmanned aerial vehicles: applications, requirements, challenges

KÜÇÜKERDEM H., YILMAZ C., KAHRAMAN H. T., SÖNMEZ Y.
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS , vol.28, no.11, 2025 (SCI-Expanded) identifier identifier

3. Estimation of Wind Power Probability Density Distribution Functions Parameters By Using Meta-Heuristic Algorithms

Akman T., SAYAN H. H., SÖNMEZ Y.
Gazi Mühendislik Bilimleri Dergisi , vol.10, no.2, pp.329-347, 2024 (Peer-Reviewed Journal) Creative Commons License

4. Design and Performance Analysis of an Outer-Rotor PMaSynRM

YENİPINAR B., SAYGIN A., Sönmez Y., YILMAZ c., OCAK C.
Gazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım ve Teknoloji , vol.12, no.1, pp.148-156, 2024 (Peer-Reviewed Journal) Creative Commons License identifier

5. Fitness-distance balance based artificial ecosystem optimisation to solve transient stability constrained optimal power flow problem

Sönmez Y., Duman S., Kahraman H. T., Kati M., Aras S., Güvenç U.
JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE , vol.36, no.5, pp.745-784, 2024 (SCI-Expanded) identifier identifier

6. Short-term electric energy load forecasting of Ankara Region using artificial intelligence methods

Akman T., YILMAZ C., SÖNMEZ Y.
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , vol.26, pp.1517-1531, 2023 (ESCI) Creative Commons License Sustainable Development identifier identifier

7. A powerful meta-heuristic search algorithm for solving global optimization and real-world solar photovoltaic parameter estimation problems

Duman S., KAHRAMAN H. T., SÖNMEZ Y., GÜVENÇ U., Kati M., ARAS S.
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE , vol.111, 2022 (SCI-Expanded) Sustainable Development identifier identifier

8. Android Malware Analysis and Benchmarking with Deep Learning

Kural T., Sönmez Y., Dener M.
Düzce University Journal of Science and Technology , vol.9, no.6, pp.289-302, 2021 (Peer-Reviewed Journal)

9. Performance Analysis of Machine Learning Algorithms for Malware Detection by Using CICMalDroid2020 Dataset

Sönmez Y., Salman M., Dener M.
Düzce University Journal of Science and Technology , vol.9, no.6, pp.280-288, 2021 (Peer-Reviewed Journal)

10. Performance Analysis of Machine Learning Algorithms in Intrusion Detection Systems

ÇİMEN F. M., SÖNMEZ Y., İLBAŞ M.
Düzce Üniversitesi Bilim ve Teknoloji Dergisi , vol.9, no.6, pp.251-258, 2021 (Peer-Reviewed Journal) Creative Commons License Sustainable Development

11. Makine Öğrenmesi Modelleri ile Ön lisans Öğrencilerinin Hangi Lise Türünden Mezun Olduklarının Tahmin Edilmesi

KÜÇÜKERDEM H., SÖNMEZ Y., YILMAZ C., SAYAN H. H.
Düzce Üniversitesi Bilim ve Teknoloji Dergisi , vol.9, no.6, pp.343-353, 2021 (Peer-Reviewed Journal) identifier

12. Analysis, Test and Management of the Meta-Heuristic Searching Process: An Experimental Study on SOS

Kahraman H. T., Aras S., SÖNMEZ Y., GÜVENÇ U., Gedikli E.
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , vol.23, no.2, pp.445-455, 2020 (ESCI) Sustainable Development identifier

13. Estimation of Smooth and Non-smooth Fuel Cost Function Parameters Using Improved Symbiotic Organisms Search Algorithm

SÖNMEZ Y., Unal M.
JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY , vol.15, no.1, pp.13-25, 2020 (SCI-Expanded) identifier identifier

14. Rulet Tekerleği Yöntemi Kullanılarak Simbiyotik Organizmalar Arama Algoritmasının Geliştirilmesi

SÖNMEZ Y., MESUT Ü.
Uluslararası Teknolojik Bilimler Dergisi , vol.11, no.3, pp.186-200, 2019 (Peer-Reviewed Journal)

15. Symbiotic organisms search algorithm for economic load dispatch problem with valve-point effect

Guvenc U., Dumana S., Sonmez Y., KAHRAMAN H. T., Dosoglu M. K.
SCIENTIA IRANICA , vol.25, no.6, pp.3490-3506, 2018 (SCI-Expanded) Creative Commons License identifier identifier

16. Design and implementation of real-time monitoring and control system supported with IOS/Android application for industrial furnaces

YILMAZ C., YILMAZ E. N., Isik M. F., Usalan M. A. S., SÖNMEZ Y., ÖZDEMİR V.
IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING , vol.13, no.9, pp.1236-1244, 2018 (SCI-Expanded) Sustainable Development identifier identifier

17. Parameters Estimation of Linear, Quadratic and Exponential Models for Energy Demand Forecasting by Using ABC Algorithm

ÖZDEN S., SÖNMEZ Y., MAVİ A., ÖZDEMİR V.
International Journal of Electrical, Electronics and Data Communication , vol.6, no.6, pp.12-15, 2018 (Peer-Reviewed Journal)

18. Estimation of Modelling Parameters for tool wear on turning of Ti6Al4V by using Gravitational Search Algorithm

MAVİ A., ÖZDEN S., SÖNMEZ Y., KORKUT İ.
International Journal of Mechanical and Production Engineering (IJMPE) , vol.6, no.6, pp.78-81, 2018 (Peer-Reviewed Journal)

19. DESIGN PARAMETERS OPTIMIZATION OF ASYNCHRONOUSMOTOR BY USING ARTIFICIAL BEE COLONY ALGORITHM ANDINVESTIGATING EFFECTS OF USING DIFFERENT FITNESSFUNCTIONS ON EFFICIENT

SÖNMEZ Y., Yenpınar B., YILMAZ C., OCAK C.
International Journal of Electrical, Electronics and Data Communication , vol.6, no.6, pp.16-19, 2018 (Peer-Reviewed Journal)

20. Enhancement of demagnetization control for low-voltage ride-through capability in DFIG-based wind farm

Dosoglu M. K., GÜVENÇ U., SÖNMEZ Y., YILMAZ C.
ELECTRICAL ENGINEERING , vol.100, no.2, pp.491-498, 2018 (SCI-Expanded) Sustainable Development identifier identifier

21. Optimizing the Rotor Slot Dimensions of Asynchronous Motor Using Different Optimization Methods and Investigating Effects on the Motor Performance

Yenipinar B., YILMAZ C., SÖNMEZ Y., IŞIK M. F.
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , vol.21, no.1, pp.1-6, 2018 (ESCI) Creative Commons License identifier

22. Symbiotic organisms search optimization algorithm for economic/emission dispatch problem in power systems

Dosoglu M. K., GÜVENÇ U., Duman S., SÖNMEZ Y., KAHRAMAN H. T.
NEURAL COMPUTING & APPLICATIONS , vol.29, no.3, pp.721-737, 2018 (SCI-Expanded) Sustainable Development identifier identifier

23. Meta-Sezgisel Arama Algoritmalarının Test Edilmesi İçin Yeni Yöntemlerin Geliştirilmesi

ARAS S., KAHRAMAN H. T., SÖNMEZ Y., GÜVENÇ U.
İleri Teknoloji Bilimleri Dergisi , vol.6, no.2, pp.1-8, 2017 (Peer-Reviewed Journal)

24. Precision Irrigation System (PIS) Using Sensor Network Technology Integrated with IOS/Android Application

IŞIK M. F., SÖNMEZ Y., YILMAZ C., ÖZDEMİR V., YILMAZ E. N.
APPLIED SCIENCES-BASEL , vol.7, no.9, 2017 (SCI-Expanded) Sustainable Development identifier identifier

25. Symbiotic organisms search algorithm for dynamic economic dispatch with valve-point effects

SÖNMEZ Y., KAHRAMAN H. T., Dosoglu M. K., GÜVENÇ U., Duman S.
JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE , vol.29, no.3, pp.495-515, 2017 (SCI-Expanded) identifier identifier

26. Controlling of a 3 Phased Asynchronous Motor over Profibus Network

YILMAZ C., KORKMAZ Y., SÖNMEZ Y., BULUT L., IŞIK M. F.
International Journal of Electronics and Electrical Engineering , 2016 (Peer-Reviewed Journal)

27. Improvement of Buck Converter Performance Using Artificial Bee Colony Optimized PID Controller

SÖNMEZ Y., AYYILDIZ Ö., KAHRAMAN H. T., GÜVENÇ U., DUMAN S.
Journal of Automation and Control Engineering , vol.3, no.4, pp.304-310, 2015 (Peer-Reviewed Journal)

28. Estimation of fuel cost curve parameters for thermal power plants using the ABC algorithm

SÖNMEZ Y.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , vol.21, pp.1827-1841, 2013 (SCI-Expanded) Sustainable Development identifier identifier

29. Combined economic and emission dispatch solution using gravitational search algorithm

Guvenc U., SÖNMEZ Y., Duman S., Yorukeren N.
SCIENTIA IRANICA , vol.19, no.6, pp.1754-1762, 2012 (SCI-Expanded) identifier identifier

30. Optimal power flow using gravitational search algorithm

Duman S., GÜVENÇ U., SÖNMEZ Y., YÖRÜKEREN N.
ENERGY CONVERSION AND MANAGEMENT , vol.59, pp.86-95, 2012 (SCI-Expanded) identifier identifier

31. Optimal reactive power dispatch using a gravitational search algorithm

Duman S., SÖNMEZ Y., Guvenc U., Yorukeren N.
IET GENERATION TRANSMISSION & DISTRIBUTION , vol.6, no.6, pp.563-576, 2012 (SCI-Expanded) identifier identifier

32. A data fusion framework with novel hybrid algorithm for multi-agent Decision Support System for Forest Fire

ELMAS Ç., SÖNMEZ Y.
EXPERT SYSTEMS WITH APPLICATIONS , vol.38, no.8, pp.9225-9236, 2011 (SCI-Expanded) Sustainable Development identifier identifier

33. START UP CURRENT CONTROL OF BUCK BOOST CONVERTER FED SERIAL DC MOTOR

DURSUN M., SÖNMEZ Y., GÜVENÇ U., YILMAZ C.
PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , vol.15, no.2, pp.278-283, 2010 (Peer-Reviewed Journal)

34. An Educational Tool for Power Electronics Circuits

ELMAS Ç., SÖNMEZ Y.
COMPUTER APPLICATIONS IN ENGINEERING EDUCATION , vol.18, no.1, pp.157-165, 2010 (SCI-Expanded) Sustainable Development identifier identifier

35. Anahtarlamalı Relüktans Motorun Doğrudan Moment Denetimi

GÜVENÇ U., SÖNMEZ Y., YILMAZ C., SAYAN H. H.
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , vol.12, no.4, pp.221-224, 2009 (Peer-Reviewed Journal)
Papers Presented at Peer-Reviewed Scientific Conferences 27

1. Performance Analysis of Machine Learning Algorithms for Intrusion Detection in Wireless Sensor Networks

Ok G., Sönmez Y., Dener M.
5th International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME 2023) , Antalya, Turkey, 3 - 05 November 2023, pp.1-5, (Summary Text)

2. Darknet Traffic Detection and Classification Using Machine Learning Method

İlgün E. G., Sönmez Y., Dener M.
5th International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME 2023) , Antalya, Turkey, 3 - 05 November 2023, pp.1-5, (Summary Text)

3. Optimization of PMSM Design ParametersUsing Update Meta-heuristic Algorithms

YILMAZ C., Yenpınar B., SÖNMEZ Y., OCAK C.
InternationalConference on Artificial Intelligenceand Applied Mathematics in Engineering, 20 - 22 June 2019, pp.914-934, (Full Text)

4. Developing a Hybrid Network Architecture for Deep Convolutional Neural Networks

SAYAN H. H., Tekgözoğlu Ö. F., SÖNMEZ Y., Turan B.
InternationalConference on Artificial Intelligenceand Applied Mathematics in Engineering, 20 - 22 June 2019, pp.750-757, (Full Text)

5. Sanal Güç Santralleri ve Simülasyonu

YILMAZ C., SÖNMEZ Y., KAHRAMAN H. T., IŞIK M. F., uygun h. a.
V. Uluslararası Multidisipliner Çalışmaları Sempozyumu, 16 - 17 November 2018, vol.2, pp.119-126, (Full Text)

6. Ethernet/GSM İle Uzaktan Kompanzasyon Takip Sistemi

YILMAZ C., IŞIK M. F., KAHRAMAN H. T., SÖNMEZ Y., Bilgi İ. A.
V. Uluslararası Multidisipliner Çalışmaları Sempozyumu, 16 - 17 November 2018, vol.2, pp.127-130, (Full Text)

7. El Yazısı Rakam Tanıma Problemi için Havuzlama Yöntemlerinin Karşılaştırılması

PALA T., GÜVENÇ U., KAHRAMAN H. T., YÜCEDAĞ İ., SÖNMEZ Y.
International Conference on Artificial Intelligence and Data Processing, 28 - 30 September 2018, (Full Text)

8. Haar Dalgacık Sinir Ağı Modeli

PALA T., YÜCEDAĞ İ., KAHRAMAN H. T., GÜVENÇ U., SÖNMEZ Y.
International Conference on Artificial Intelligence and Data Processing, 28 - 30 September 2018, (Full Text)

9. Development and testing of meta heuristic regression tool

KAHRAMAN H. T., ARAS S., SÖNMEZ Y., GÜVENÇ U.
7 th International Conference on Advanced Technologies (ICAT’18), 28 April - 01 May 2018, (Full Text)

10. Fuel cost function parameter optimization by using gravitational search algorithm

SÖNMEZ Y., GÜVENÇ U., YILMAZ C., KAHRAMAN H. T.
7 th International Conference on Advanced Technologies (ICAT’18), 28 April - 01 May 2018, (Full Text)

11. Obtaining Linear Equations by Regression Method for Color Management

YAVUZ V., ÖZDEN S., SÖNMEZ Y.
International Conference on Recent Advances in Engineering and Technology (ICRAET), Bangkok, Thailand, 11 - 12 April 2018, vol.6, pp.13-16, (Full Text)

12. Meta-Sezgisel Algoritmalarda Tasarım Desenlerinin Keşfedilmesi

KAHRAMAN H. T., ARAS S., GÜVENÇ U., SÖNMEZ Y.
International Engineering Research Symposium, Antalya, Turkey, 11 - 13 September 2017, pp.155-165, (Full Text)

13. Desen Tanıma Yöntemiyle Kara Mayınlarının Algılanması ve Sınıflandırılması

YILMAZ C., KAHRAMAN H. T., SÖNMEZ Y., SÖYLER S.
IV. International Multidisciplinary Congress of Eurasia, 23 - 25 August 2017, (Full Text)

14. MAYIN DEDEKTÖRÜ TEST SİMÜLATÖRÜ TASARIM VE UYGULAMASI

YILMAZ C., SÖYLER S., KAHRAMAN H. T., IŞIK M. F., SÖNMEZ Y.
I. ULUSLARARASI TÜRK DÜNYASIMÜHENDİSLİK VE FEN BİLİMLERİ KONGRESİ, Antalya, Turkey, 7 - 10 December 2017, pp.198-202, (Full Text)

15. Küçük Güçlü Rüzgâr Türbinleri İçin Dış Rotorlu Kalıcı Mıknatıslı Bir Senkron Generatöre Ait Mıknatıs OptimizasyonununGerçekleştirilmesi

YENİPINAR B., YILMAZ C., OCAK C., SÖNMEZ Y.
9. Yenilenebilir Enerji Kaynakları Sempozyumu ve Sergisi, Turkey, 3 - 05 November 2017, (Full Text)

16. ASENKRON MOTORLARDASÜRÜCÜ PARAMETRLERİNİN DEVİCENET AĞI ÜZERİNDEN IOS/ANDROİDTABANLI KONTROLÜ

IŞIK M. F., YILMAZ C., SÖNMEZ Y., GÜVENÇ U.
2nd International Conference on Advanced Engineering Technologies(ICADET’xx17), 21 - 23 September 2017, pp.417-422, (Full Text)

17. IOS/Android Temelli Akıllı Ev Uygulamasının Tasarımı ve Gerçekleştirilmesi

YILMAZ C., IŞIK M. F., SÖNMEZ Y., GÜVENÇ U.
2nd International Conference on Advanced Engineering Technologies(ICADET’xx17), 14 - 23 September 2017, pp.563-568, (Full Text)

18. Gömülü Patlayıcı Nesnelerin Tespitinde Yeni Bir Yöntem: ManyetikAnomali

SÖYLER S., YILMAZ C., KAHRAMAN H. T., SÖNMEZ Y.
2.ULUSLARARASI SAVUNMA SANAYİ SEMPOZYUMU, Kırıkkale, Turkey, 6 - 08 April 2017, pp.174-181, (Full Text)

19. Exploring the Effect of Distribution Methods on Meta-Heuristic Searching process

KAHRAMAN H. T., ARAS S., GÜVENÇ U., SÖNMEZ Y.
2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Turkey, 5 - 08 October 2017, pp.371-376, (Full Text) identifier identifier

20. Developing of Decision Support System for Land Mine Classificaion by Meta heuristic Classifier

YILMAZ C., KAHRAMAN H. T., SÖYLER S., SÖNMEZ Y., GÜVENÇ U.
INnovations in Intelligent SysTems and Applications (INISTA), 2 - 05 August 2016, (Full Text)

21. Application of Symbiotic Organisms Search Algorithm to Solve Various Economic Load Dispatch Problems

GÜVENÇ U., Duman S., Dosoglu M. K., KAHRAMAN H. T., SÖNMEZ Y., YILMAZ C.
International Symposium on Innovations in Intelligent Systems and Applications (INISTA), Sinaia, Romania, 2 - 05 August 2016, (Full Text) identifier identifier

22. Optimal Scheduling of Short-term Hydrothermal Generation Using Symbiotic Organisms Search Algorithm

KAHRAMAN H. T., Dosoglu M. K., GÜVENÇ U., Duman S., SÖNMEZ Y.
4th International Istanbul Smart Grid Congress and Fair (ICSG), İstanbul, Turkey, 20 - 21 April 2016, pp.60-64, (Full Text) identifier identifier

23. Akıllı Binalarda Tasarım Stratejilerinin Enerji Verimliliği Üzerindeki Etkileri

YILMAZ C., SÖNMEZ Y., KAHRAMAN H. T., GÜVENÇ U., SAYAN H. H.
3. Anadolu Enerji Sempozyumu, Turkey, 1 - 03 October 2015, pp.950-956, (Full Text) Sustainable Development

24. Uyarlanabilir Yapay Sinir Ağları Modelleriyle Türkiye nin Elektrik Enerjisi Yük Tahmininin Yapılması

KAHRAMAN H. T., SÖNMEZ Y., YILMAZ C., GÜVENÇ U.
3. Anadolu Enerji Sempozyumu, 1 - 03 October 2015, (Full Text)

25. A Comperative Study on Novel Machine Learning Algorithms for Estimation of Energy Performance of Residential Buildings

SÖNMEZ Y., GÜVENÇ U., KAHRAMAN H. T., YILMAZ C.
3rd International Istanbul Smart Grid Congress and Fair (ICSG), İstanbul, Turkey, 29 - 30 April 2015, (Full Text) identifier identifier

26. Güvenlik Sistemleri Meslek Standardı Geliştirme Üzerine Bir Çalışma

SÖNMEZ Y., YILMAZ C., BATTALOĞLU H., DURSUN M., SAYGIN A.
UMES-2007 Ulusal Teknik Eğitim, Mühendislik ve Eğitim Bilimleri Genç Araştırmacılar Sempozyumu, Kocaeli, Turkey, 20 - 22 June 2007, pp.284-287, (Full Text)

27. Endüstriyel Elektronik Tesis ve Bakım Onarım Elemanı Meslek Standardı Gelistirilmesi

SÖNMEZ Y., BATTALOĞLU H., DURSUN M., YILMAZ C., SAYGIN A.
UMES-2007 Ulusal Teknik Eğitim, Mühendislik ve Eğitim Bilimleri Genç Araştırmacılar Sempozyumu, Kocaeli, Turkey, 20 - 22 June 2007, pp.288-291, (Full Text)
Books 1

1. RÜZGAR TÜRBİNLERİ İÇİN KALICI MIKNATISLI SENKRONGENERATÖR PARAMETRELERİNİN SİMBİYOTİK ORGANİZMAARAMA ALGORİTMASI İLE ÇOK AMAÇLI OPTİMİZASYONU

Sönmez Y., Yılmaz C., Yenpınar B., Ocak C.
in: Mühendislik ve Mimarlık Çalışmaları 2018, Nizamettin Çiftçi,Yusuf Yanar, Editor, Çizgi Kitabevi Yayınları, Ankara, pp.48-56, 2018
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23

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21

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1015

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12

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1377

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13

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2170

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18

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1

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9

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6

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10
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