Metrics
Publication
39
Open Access
2
UN Sustainable Development Goals
Education
2016 - 2021
2016 - 2021Doctorate
Gazi University, Fen Bilimleri Enstitüsü, Endüstri Mühendisliği (Dr), Turkey
2013 - 2015
2013 - 2015Postgraduate
Gazi University, Fen Bilimleri Enstitüsü, Endüstri Mühendisliği (Yl) (Tezli), Turkey
2008 - 2012
2008 - 2012Undergraduate
Gazi University, Mühendislik Fakültesi, Endüstri Mühendisliği Bölümü, Turkey
Dissertations
2021
2021Doctorate
Heterojen bilgi ağlarında dilsel özetleme
Gazi University, Fen Bilimleri Enstitüsü
2015
2015Postgraduate
Bulanık dilsel özetlemenin olasılıklı belirsizliği dikkate alan bir genişlemesi
Gazi University, Fen Bilimleri Enstitüsü, Endüstri Mühendisliği (Yl) (Tezli)
Research Areas
Artificial Intelligence, Computer Learning and Pattern Recognition
Fuzzy Sets and Systems
Industrial Engineering
Academic Positions
2023 - Present
2023 - PresentAssistant Professor
Gazi University, Mühendislik Fakültesi, Endüstri Mühendisliği
2014 - 2023
2014 - 2023Research Assistant
Gazi University, Mühendislik Fakültesi, Endüstri Mühendisliği
2019 - 2019
2019 - 2019Researcher
Iowa State University, College of Engineering, Department of Industrial and Manufacturing Systems Engineering
Managerial Experience
2024 - Present
2024 - Presentassistant Secretary General
Gazi University, Rektörlük, Gazi Üniversitesi
2024 - 2025
2024 - 2025Program Accreditation-Self-Assessment Committee Member
Gazi University, Mühendislik Fakültesi, Endüstri Mühendisliği
2022 - 2025
2022 - 2025Member of Department Strategic Planning Commission
Gazi University, Mühendislik Fakültesi, Endüstri Mühendisliği
Non Academic Experience
2019 - 2019
2019 - 2019Visiting Scholar
Iowa State University, Visiting Scholar
Courses
Undergraduate
Undergraduate
Uygulamalı Makine Öğrenmesi
Endüstri Mühendisliğinde Tasarım I
Bilimsel Araştırma Teknikleri
Applied Machine Learning
Endüstri Mühendisliğinde Tasarım II
Performance Evaluation and Management
Fuzzy Set Theory
Endüstri Mühendisliğinde Tasarım I
Bilimsel Araştırma Teknikleri
Bulanık Küme Teorisi
Advising Graduates (Non-Thesis)
2025
2025Masters (Non-Thesis,Evening Education)
A System for Real-Time Monitoring and Reporting of Precision Mechanical Assembly Line Using Image Processing and Artificial Intelligence Technology
Aydoğan S. (Consultant)
M.YANKAŞ(Student)
Journal articles indexed in SCI, SSCI, and AHCI
2025
20251. An explainable risk classification model by integrating fuzzy multiple criteria sorting and fuzzy linguistic summarization
Durmaz E. D., AYDOĞAN S., Gölcük İ.
Applied Soft Computing
, vol.181, 2025 (SCI-Expanded)
2025
20252. Machine Learning Analysis to Identify Predictive Factors of Caudal Epidural Pulse Radiofrequency in the Treatment of Coccygodynia
Sir E., AYDOĞAN S., Sir G. D., Celenlioglu A. E.
Journal of Pain Research
, vol.18, pp.2839-2848, 2025 (SCI-Expanded)
2024
20243. Investigating the carbon border adjustment mechanism transition process with linguistic summarization method: A situational analysis of exporting countries
ŞENER FİDAN F., AYDOĞAN S., AKAY D.
Advanced Engineering Informatics
, vol.61, 2024 (SCI-Expanded)
2024
20244. Linguistic summarization of visual attention and developmental functioning of young children with autism spectrum disorder
Ozturk D., Aydoğan S., Kök İ., Akin Bulbul I., Özdemir S., Özdemir S., et al.
HEALTH INFORMATION SCIENCE AND SYSTEMS
, vol.12, no.1, 2024 (SCI-Expanded)
2024
20245. Precision in decision-making: a novel Z-number DEA approach for European country rankings
Eligüzel N., AYDOĞAN S.
Kybernetes
, 2024 (SCI-Expanded)
2023
20236. Interval type-2 fuzzy linguistic summarization using restriction levels
AYDOĞAN S.
Neural Computing and Applications
, vol.35, no.35, pp.24947-24957, 2023 (SCI-Expanded)
2021
20217. Linguistic summarization to support supply network decisions
Aydoğan S., Okudan Kremer G. E., Akay D.
JOURNAL OF INTELLIGENT MANUFACTURING
, vol.32, no.6, pp.1573-1586, 2021 (SCI-Expanded)
2020
20208. Concept design evaluation by using Z-axiomatic design
Aydoğan S., Gunay E. E., Akay D., Kremer G. E. O.
COMPUTERS IN INDUSTRY
, vol.122, 2020 (SCI-Expanded)
2018
20189. An Extension of Fuzzy Linguistic Summarization Considering Probabilistic Uncertainty
Aydoğan S., Akay D., Boran F. E., Yager R. R.
INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS
, vol.26, no.2, pp.195-215, 2018 (SCI-Expanded)
Articles Published in Other Journals
2025
20251. Ensuring Flight Safety by Optimizing Test Points in Fighter Aircraft
Atmaca H. E., AYDOĞAN S., Narli H. Y., Bakir R.
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI
, vol.28, pp.1035-1044, 2025 (ESCI)
2025
20252. Ensuring Flight Safety by Optimizing Test Points in Fighter Aircraft
Atmaca H. E., Aydoğan S., Narlı H. Y., Bakır R., Sarıkınacı M. C.
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , vol.28, no.3, pp.1035-1044, 2025 (ESCI)
2025
20253. PREDICTING BITCOIN MINING ENERGY CONSUMPTION USING MACHINE LEARNING: A CASE FOR K-NEAREST NEIGHBORS REGRESSION
Eligüzel N., aydoğan s.
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
, vol.14, no.1, pp.561-582, 2025 (Peer-Reviewed Journal)
2025
20254. Linguistic Summarization for Analyzing Earthquake Impact: A Study on the 2023 Kahramanmaraş Earthquakes in Türkiye
AYDOĞAN S., Eliguzel N.
Gazi University Journal of Science
, vol.38, no.2, pp.833-845, 2025 (ESCI)
2025
20255. Collaborative Planning with Biclustering
Demiray A., Ates F., Aydoğan S., Akay D.
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI
, vol.28, no.1, 2025 (ESCI)
2023
20236. Urban Mobility Patterns with Linguistic Summarization: Insights from Bicycle Data
ŞENER FİDAN F., AYDOĞAN S., AKAY D.
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Dergisi , vol.39, no.3, pp.538-547, 2023 (Peer-Reviewed Journal)
2023
20237. Clustering Application and Evaluation of the Countries' Word Risk and Climate Risk Indices
Eligüzel N., Aydoğan S., Eligüzel İ. M.
INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS ELECTRONICS AND COMPUTERS
, vol.11, no.1, pp.13-19, 2023 (Peer-Reviewed Journal)
2017
20178. Avrupa Ülkelerinin Çevre ve Enerji Performansına Yönelik Etkinlik Değerlendirmesi: Veri Zarflama Analizi Uygulaması
AYDOĞAN S., ŞAHİN M., SÖYLEMEZ İ.
The International New Issues in Social Sciences , vol.5, no.5, pp.267-282, 2017 (Peer-Reviewed Journal)
2017
20179. Linguistic Summarization of Structured Patent Data
Esen Yıldız İ., Aydoğan S., Boran F. E., Akay D.
INTERNATIONAL JOURNAL OF COMPUTER AND INFORMATION TECHNOLOGY , vol.11, no.9, pp.1024-1027, 2017 (Peer-Reviewed Journal)
Papers Presented at Peer-Reviewed Scientific Conferences
2025
20251. FUZZY LOGIC-BASED STOCK MARKET ANALYSIS WITH NEWS AND TECHNICAL INDICATORS
Sous M., AYDOĞAN S.
3. INTERNATIONAL ANKARA SCIENTIFIC RESEARCH AND INNOVATION CONGRESS, Ankara, Turkey, 19 July 2025, (Full Text)
2025
20252. SENTIMENT ANALYSIS STUDY ON HOTEL CUSTOMER REVIEWS
özgül a., AYDOĞAN S.
4. INTERNATIONAL USKUDAR SCIENTIFIC RESEARCH CONGRESS, İstanbul, Turkey, 12 July 2025, (Full Text)
2025
20253. Çok Yönlü Depo Süreci Analizi Ve Uygulamalı İyileştirme Stratejileri
kahya k., BADİN s., özdemir a., çalışkan y., AYDOĞAN S.
44. Yöneylem Araştırması / Endüstri Mühendisliği Kongresi, Ankara, Turkey, 25 June 2025, (Summary Text)
2024
20244. PERFORMANCE EVALUATION OF GREEN UNIVERSITIES IN TÜRKİYE
AYDOĞAN S., ŞENER FİDAN F.
3rd INTERNATIONAL EGE CONGRESS ON SCIENTIFIC RESEARCH, İzmir, Turkey, 20 - 22 December 2024, (Full Text)
2024
20245. CLEAN CLOTHES, CLEAN PURCHASING: A SUSTAINABLE APPROACH TO BUYING WASHING MACHINES USING CODAS MULTI-CRITERIA DETERMINATION
ŞENER FİDAN F., AYDOĞAN S.
4. International World Energy Conference, Kayseri, Turkey, 6 - 08 December 2024, (Full Text)
2023
20236. Linguistic Summarization for Higher Education Institutions in the Context of Sustainable Development Goals: Analysis of THE Impact Ranking Results
ŞENER FİDAN F., AYDOĞAN S.
8th International Scientific Conference “Telecommunications, Informatics, Energy and Management” – TIEM 2023, 1 - 03 December 2023, (Full Text)
2023
20237. Linguistic Comparison of Children with and without ASD through Eye-Tracking Data
öztürk d., AYDOĞAN S., KÖK İ., AKIN BÜLBÜL I., ÖZDEMİR S., ÖZDEMİR S., et al.
ICCTA 2023: 2023 9th International Conference on Computer Technology Applications, Vienna, Austria, 10 - 12 May 2023, pp.241-246, (Full Text)
2023
20238. Generating Linguistic Advice for the Carbon Limit Adjustment Mechanism
ŞENER FİDAN F., AYDOĞAN S., AKAY D.
12th International Symposium on Intelligent Manufacturing and Service Systems, Sakarya, Turkey, 26 - 28 May 2023, (Full Text)
2022
20229. EVALUATION OF WORLD RISK AND CLIMATE RISK INDEXES OF THE COUNTRIES: A CLUSTERING ANALYSIS
ELİGÜZEL N., AYDOĞAN S., ELİGÜZEL İ. M.
10th International Conference on Advanced Technologies (ICAT'22), Van, Turkey, 25 November 2022, (Summary Text)
2022
202210. Türkiye'de Endüstri Mühendisliği'nin Bibliyometrik Analizi
AYDOĞAN S., ELİGÜZEL N.
41. Yöneylem Araştırması ve Endüstri Mühendisliği Ulusal Kongresi, Denizli, Turkey, 26 October 2022, (Summary Text)
2021
202111. An Application of Multi-Objective Scheduling with Fuzzy Measure
Durmaz E. D., Aydoğan S., Şahin R.
International Conference on Applied Mathematics in Engineering (ICAME’21), Balıkesir, Turkey, 1 - 03 September 2021, pp.134, (Summary Text)
2019
201912. Linguistic Summarization of Supply Network Interactions
AYDOĞAN S., GÜNAY E. E., AKAY D., Kremer G.
10th International Symposium on Intelligent Manufacturing and Service Systems, Sakarya, Turkey, 9 - 11 September 2019
2019
201913. Decision-making with Z-Axiomatic Design
Aydoğan S., Akay D., Kremer G., Günay E. E., Park K., Boran F. E.
2019 IISE Annual Conference, Florida, United States Of America, 19 - 21 May 2019, (Full Text)
2019
201914. Vaccine Distribution Strategies against Polio: An Analysis of Turkey Scenario
Günay E. E., Park K., Aydoğan S., Kremer G.
2019 IISE Annual Conference, Florida, United States Of America, 19 - 21 May 2019, (Full Text)
2017
201715. Variable Neighborhood – Simulated Annealing Algorithm for Single Machine Total Weighted Tardiness Problem
AYDOĞAN S.
10th International Statistics Congress, 6 - 08 December 2017, (Summary Text)
2017
201716. VERİ ZARFLAMA ANALİZİ İLE AVRUPA ÜLKELERİNİN ÇEVRE VE ENERJİPERFORMANSLARININ ÖLÇÜLMESİ
AYDOĞAN S., ŞAHİN M., SÖYLEMEZ İ.
III. ULUSLARARASI KAFKASYA ORTA ASYA DIŞ TİCARET VE LOJİSTİK KONGRESİ, Kastamonu, Turkey, 19 - 21 October 2017, pp.23, (Summary Text)
2017
201717. Yapılandırılmış Patent Verilerinin Dilsel Özetlemesi
İĞDE E. Y., AYDOĞAN S., BORAN F. E., AKAY D.
37. Yöneylem Araştırması ve Endüstri Mühendisliği Ulusal Kongresi, Turkey, 5 - 07 July 2017, (Summary Text)
2016
201618. OPERASYONEL VE FİNANSAL SAĞLIK VERİSİ İÇİN BULANIK DİLSEL ÖZETLERİN GENETİK ALGORİTMA İLE ÇIKARIMI
ALTINTOP T., AYDOĞAN S., AKAY D., BORAN F. E., ÜNAL M.
Yöneylem Araştırması ve Endüstri Mühendisliği 36. Ulusal Kongresi, Turkey, 13 - 15 July 2016, (Summary Text)
2015
201519. Classification of patients at risk for CO poisoning in an emergency department with CHAID decision tree
KELEŞ A., DEMİRCAN A., BİLDİK F., AYDOĞAN S., DÜZCE T., AKAY D.
15. Üretim Araştırmaları Sempozyumu, İzmir, Turkey, 14 - 16 October 2015, pp.1109-1113, (Full Text)
Books
2025
20251. The Role of Meta-Heuristic Algorithms in Achieving SDG 13: Climate Action
ŞENER FİDAN F., AYDOĞAN S.
All Sciences Academy, 2025
2025
20252. FROM GRAPH MEASURES TO EXPLAINABLE SUMMARIES
AYDOĞAN S., ŞENER FİDAN F.
in: Endüstri Mühendisliği Değerlendirmeleri, EROĞLU YUNUS, Editor, Yaz Yayınları, Afyonkarahisar, pp.104-132, 2025
Scholarships
2019 - 2019
2019 - 2019YUDAB
YOK
2016 - 2019
2016 - 2019