Publications & Works

Publication Network
Articles 18
All (18)
SCI-E, SSCI, AHCI (10)
SCI-E, SSCI, AHCI, ESCI (10)
Scopus (11)
TRDizin (3)
Other Publications (4)

1. Metaheuristic-driven optimization of ensemble deep learning model for image manipulation classification

Karakış R., Gürkahraman K., Ünsal E., Ateş V.
PEERJ COMPUTER SCIENCE , vol.12, pp.1-42, 2026 (SCI-Expanded, Scopus)

2. Machine learning-based lithological mapping from ASTER remote-sensing imagery in the Sivas basin with complex due to salt tectonics

ÜNSAL E., CANBAZ O., DURAN Z.
Carbonates and Evaporites , vol.41, no.1, 2026 (SCI-Expanded, Scopus) Creative Commons License identifier

3. A Comparative Benchmark Study of Large Language Models on Turkish NLP Tasks: A Comparison of ChatGPT and DeepSeek

Ünsal E., Karakuş A. T.
International Journal of Innovative Engineering Applications , vol.9, no.2, pp.184-192, 2025 (TRDizin)

4. Classification of Hydrothermal Alteration Types from Thin-Section Images Using Deep Convolutional Neural Networks

Çenet R., Ünsal E., Canbaz O.
Applied Sciences , vol.15, no.22, pp.1-21, 2025 (SCI-Expanded, Scopus) identifier

5. ANN-Based Prediction of OSL Decay Curves in Quartz from Turkish Mediterranean Beach Sand

Yüksel M., Deniz F., Ünsal E.
CRYSTALS , vol.15, no.8, pp.733, 2025 (SCI-Expanded, Scopus) identifier

6. Thermoluminescence Properties of Plagioclase Mineral and Modelling of TL Glow Curves with Artificial Neural Networks

Yüksel M., Ünsal E.
APPLIED SCIENCES , vol.15, no.8, pp.1-17, 2025 (SCI-Expanded, Scopus) identifier

7. A Novel Voltage–Current Characteristic Model for Understanding of Electric Arc Furnace Behavior Using Experimental Data and Grey Wolf Optimization Algorithm

Seker M., Ünsal E., Aksöz A., Dursun M.
APPLIED SCIENCES , vol.15, no.7, pp.1-28, 2025 (SCI-Expanded, Scopus) identifier

8. Development of an Internet of Things-Based Ultra-Pure Water Quality Monitoring System

Öztürk M. A., Ünsal E., Yelkuvan A. F.
SENSORS , vol.25, no.4, pp.1186-1207, 2025 (SCI-Expanded, Scopus) Creative Commons License identifier identifier

9. A Multi-Criteria Forest Fire Danger Assessment System on GIS Using Literature-Based Model and Analytical Hierarchy Process Model for Mediterranean Coast of Manavgat, Türkiye

Ersoy İ., Ünsal E., Gürsoy Ö.
SUSTAINABILITY , vol.17, no.5, pp.1971, 2025 (SCI-Expanded, SSCI, Scopus) identifier

10. Orman Yangını Risk Haritalarının Coğrafi Bilgi Sistemleri Ortamında Hazırlanması

Ersoy İ., Gürsoy Ö., Ünsal E.
Sivas Cumhuriyet Üniversitesi Mühendislik Fakültesi Dergisi , vol.2, no.1, pp.29-34, 2024 (Peer-Reviewed Journal)

11. Evrişimli sinir ağları kullanılarak ince kesit görüntülerden hidrotermal alterasyon tespiti

Çenet R., ÜNSAL E., CANBAZ O.
ENGINEERING SCIENCES , vol.13, no.2, pp.528-539, 2024 (TRDizin) identifier

12. Missing IoT Data Prediction with Machine Learning Techniques Kayıp IoT Verilerinin Makine Öğrenmesi Teknikleri ile Tahmini

AZİZOĞLU F., ÜNSAL E.
El-Cezeri Journal of Science and Engineering , vol.9, no.4, pp.1388-1397, 2022 (Scopus) Sustainable Development identifier

13. Recognition of Human Activities Using Machine Learning Methods on Smart Sensor Data

Asarkaya S., Ünsal E.
Sivas Cumhuriyet Üniversitesi Bilim ve Teknoloji Dergisi , vol.1, no.1, pp.9-14, 2022 (Peer-Reviewed Journal)

14. A Matching Model to Measure Compliance between Department and Student

TAKCI H., GÜRKAHRAMAN K., ÜNSAL E., YELKUVAN A. F.
Cumhuriyet Science Journal , vol.41, no.2, pp.467-471, 2020 (TRDizin) identifier

15. Thermoluminescence properties of annealed natural quartz after beta irradiation

YÜKSEL M., DOĞAN T., Unsal E., Portakal Z. G., Akca S., YEĞİNGİL Z., et al.
LUMINESCENCE , vol.31, no.8, pp.1513-1518, 2016 (SCI-Expanded) identifier identifier identifier

16. Low Cost Wireless Sensor Networks for Environment Monitoring

ÜNSAL E., MİLLİ M., ÇEBİ Y.
The Online Journal of Science and Technology , vol.6, no.2, pp.61-67, 2016 (Peer-Reviewed Journal)

17. Creating Ontology Based Concept Maps which can be Querıed in Computer Enviroment

MİLLİ M., ÜNSAL E., AKTAŞ Ö.
The Online Journal of Science and Technology , vol.6, no.2, pp.30-37, 2016 (Peer-Reviewed Journal)

18. Omni-directional vision system with fibre grating device for obstacle detection

Gurkahraman K., Unsal E., Çebi Y.
IET COMPUTER VISION , vol.5, no.5, pp.267-281, 2011 (SCI-Expanded, Scopus) identifier identifier
Papers Presented at Peer-Reviewed Scientific Conferences 23

1. ATP-EMTP ile 34,5 kV Dağıtım Sistemlerinde Yıldırım Kaynaklı Aşırı Gerilimlerin Modellenmesi: Karaburun Bölgesi Örneği

Partal E., ŞEKER M., AKSÖZ A., ÜNSAL E., VURGEÇ F. N., TAŞDEMİR T. N., et al.
GÜÇ SİSTEMLERİ KONFERANSI IV, Ankara, Turkey, 5 - 06 November 2025, (Full Text)

2. IMPLEMENTATION OF BOOST CONVERTER-BASED MAXIMUM POWER POINT TRACKING AND OPTIMIZATION ALGORITHMS IN PORTABLE PHOTOVOLTAIC SYSTEMS FOR MILITARY APPLICATIONS

ŞEKER M., ÜNSAL E., AKSÖZ A., OYUCU S.
Uluslararası Savunma Sanayii Sempozyumu ve Sergisi’25, Kayseri, Turkey, 16 - 18 October 2025, (Full Text)

3. Hybrid HVAC–HVDC Grids: Review on Techno-Economic, Societal, and Regulatory Aspects

Malamaki K. D., Barzegkar-Ntovom G. A., Panidis S., Gatou S. P., Paterakis F., Moraitis I. P., et al.
2025 IEEE International Conference on Environment and Electrical Engineering and 2025 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe), Hania, Greece, 15 - 18 July 2025, pp.1-6, (Full Text) identifier

4. Detection of Alzheimer's Disease with an Ensemble Deep Learning Model Using Diffusion Tensor Imaging

KARAKIŞ R., GÜRKAHRAMAN K., ÜNSAL E., ÇİĞDEM B.
6th International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME 2024), Futuristic Computational Systems and Advanced Engineering for the Society, Springer, Varsaw, Poland, 26 September 2024, vol.1, pp.25-37, (Full Text)

5. Artık ve Yoğun Bağlantı Tabanlı Derin Öğrenme Modelleri Kullanarak Görüntü Manipülasyonu Tespiti

KARAKIŞ R., GÜRKAHRAMAN K., ÜNSAL E.
32. IEEE Sinyal İşleme ve İletişim Uygulamaları (SİU) Kurultayı (SIU-2024), MERSİN-TARSUS, Turkey, 15 May 2024, (Full Text) identifier

6. Kablosuz LoRa Sensör Ağları ile KBRN Tehditlerinin Uzaktan Algılanması ve İzlenmesi: LoRaWAN Teknolojisinin Etkin Kullanımı

Akan M. C., Ünsal E.
3rd International Conference on Engineering, Natural and Social Sciences, Konya, Turkey, 16 - 17 May 2024, pp.242, (Summary Text)

7. GENERATING SYNTHETIC BRAIN MRI IMAGES WITH GENERATIVE ADVERSARIAL NETWORKS

YILDIZ Ü., ÜNSAL E., KARAKIŞ R.
International Conference on Engineering Technologies (ICENTE’23), Konya, Turkey, 23 November 2023, pp.27, (Summary Text)

8. Development of an Internet of Things Based Purified Water Quality Monitoring System

Öztürk M. A., Yelkuvan A. F., Ünsal E.
5th International Conference on Applied Engineering and Natural Sciences , Konya, Turkey, 10 - 12 July 2023, pp.220, (Summary Text)

9. Hydrothermal Alteration Detection from Thin Section Images Using Convolutional Neural Networks

Çenet R., ÜNSAL E., CANBAZ O.
5th International Conference on Applied Engineering and Natural Sciences, Konya, Turkey, 10 - 12 July 2023, pp.220, (Summary Text)

10. Data Imputation on Lost IoT Data Kayip IoT Verileri zerinde Veri Tamamlanmasi

Kurtulmuslu R., ÜNSAL E.
2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, Sivas, Turkey, 11 - 13 October 2023, (Full Text) identifier

11. FPGA TABANLI ÜÇ BOYUTLU LAZER TARAYICI TASARIMI

Gedik M. İ., Karakış R., Ünsal E.
ULUSLARARASI 19 MAYIS YENİLİKÇİ BİLİMSEL YAKLAŞIMLAR KONGRESİ, Samsun, Turkey, 27 December 2019 - 29 December 2020, pp.797-805, (Full Text)

12. Computer Assisted Sensory Transformation and Perception Extension System

KOÇKANAT S., ÜNSAL E., Tütüncü P., Kopuz E., Esen S.
International Conference on Innovative Engineering Applications 2018, Sivas, Turkey, 20 - 22 September 2018, (Full Text)

13. Ontological Representation of Heterogeneous Sensor Data

Milli M., Aktaş Ö., Ünsal E., Gezgin D., Kahveci M., Baysarı K.
International conference on innovative engineering applications, Sivas, Turkey, 20 - 22 September 2018, pp.988-996, (Full Text) Sustainable Development

14. IMPROVING SOFTWARE DEVELOPMENT PROCESSES USING SEMANTIC WEB TECHNOLOGIES

Milli M., Ünsal E., Milli M., Aktaş Ö.
International conference on innovative engineering applications, Sivas, Turkey, 20 - 22 September 2018, pp.1017-1024, (Full Text)

15. Theoretical Analysis of Simulated First Order TL Glow Peaks

YÜKSEL M., ÜNSAL E.
Second Congress on Radiation Protection, 23 - 25 November 2017, pp.46, (Summary Text)

16. A MATCHING MODEL TO MEASURE COMPLIANCE BETWEEN DEPARTMENT ANDSTUDENT

TAKCI H., GÜRKAHRAMAN K., USTA H. G., ÜNSAL E., YELKUVAN A. F.
3rd International Congress on Education Sciences and Learning Technology (ICESLT), 15 - 19 November 2017, (Summary Text)

17. SEEKING CORRELATIONS BETWEEN DEMOGRAPHIC DATA AND ACHIEVEMENTLEVELS OF COMPUTER ENGINEERING STUDENTS

TAKCI H., GÜRKAHRAMAN K., ÜNSAL E., YELKUVAN A. F.
3rd International Congress on Education Sciences and Learning Technology (ICESLT), 15 - 19 November 2017, (Summary Text)

18. Development of a Thermoluminescence Parameter Calculator Program

YÜKSEL M., ÜNSAL E.
4th International Conference on Advanced Technology & Sciences (ICAT'Rome), 23 - 25 November 2016, (Full Text)

19. Low cost Wireless Sensor Networks for Greenhouse Monitoring Applications

ÜNSAL E., MİLLİ M., AKTAŞ Ö., ÇEBİ Y.
4th International Conference on Advanced Technology & Sciences(ICATRome), 23 - 25 November 2016, (Full Text)

20. A New Software for Evaluating Thermoluminescence Glow Peaks

YÜKSEL M., ÜNSAL E.
10th International Conference on Luminescence and ESR Dosimetry (LumiDoz-10), 5 - 07 September 2016, (Summary Text)

21. Power management for Wireless Sensor Networks in underground mining

ÜNSAL E., AKKAN T., AKKAN L. Ö., ÇEBİ Y.
2016 24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, (Full Text)

22. An Initial Study of Developing a TL Glow Curve Deconvolution Application

YÜKSEL M., ÜNSAL E., DOĞAN T., TOPAKSU M.
International Conference on Theoretical and Experimental Studies in Nuclear Applications and Technology (TESNAT2016), 28 - 30 April 2016, (Summary Text)

23. Thermoluminescence Glow Curve Properties of TLD-500 Dosimeter

YÜKSEL M., PORTAKAL Z. G., DOĞAN T., TOPAKSU M., ÜNSAL E.
Third International Conference on Radiation and Applications in Various Fields of Research Conference (RAD2015), Budva, Montenegro, 8 - 12 June 2015, vol.3, pp.387-392, (Full Text)
Books 2

1. Sustainability and Environmental Modeling with Generative Artificial Intelligence

Ünsal E., Yelkuvan A. F.
in: Artificial Intelligence Future Frontiers of Generative AI in Engineering, Abdulkadir Şeker,Ahmet Gürkan Yüksek, Editor, Livre de Lyon, Lyon, pp.341-360, 2025

2. Detection of Alzheimer's Disease with an Ensemble Deep Learning Model Using Diffusion Tensor Imaging

KARAKIŞ R., GÜRKAHRAMAN K., ÜNSAL E., ÇİĞDEM B.
in: Futuristic Computational Systems and Advanced Engineering for the Society. ICAIAME 2024 2024. Engineering Cyber-Physical Systems and Critical Infrastructures, Hemanth D. Jude, KÖSE UTKU, Ibadov Nabi, ÜNCÜ İSMAİL SERKAN, ARMAĞAN HAMİT, Editor, Springer, pp.25-37, 2025
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Publication

43

Publication (WoS)

10

Publication (Scopus)

14

Citation (WoS)

11

H-Index (WoS)

2

Citation (Scopus)

36

H-Index (Scopus)

2

Citation (Scholar)

1

H-Index (Scholar)

1

Citation (Sobiad)

4

H-Index (Sobiad)

1

Citation (Sum Other)

3

Project

10

Thesis Advisory

8

Open Access

2
UN Sustainable Development Goals