Metrics
Publication
20
UN Sustainable Development Goals
Education
2011 - Present
2011 - PresentPostgraduate
Istanbul University, Sosyal Bilimler, Sayısal Yöntemler, Turkey
2012 - 2017
2012 - 2017Doctorate
Istanbul University, Sosyal Bilimler, Sayısal Yöntemler, Turkey
2008 - 2012
2008 - 2012Postgraduate
Istanbul University, Fen Bilimleri, Endüstri Mühendisliği, Turkey
2004 - 2008
2004 - 2008Undergraduate
Istanbul University, Mühendislik, Endüstri Mühendisliği, Turkey
Foreign Languages
B2 Upper Intermediate
B2 Upper IntermediateEnglish
Certificates, Courses and Trainings
2021
2021Python
Data Analysis
Udemy
2016
2016Training of Trainers (ToT) Workshop on Supply Chain Management with SAP
Vocational Training
Marmara University, Faculity of Bussiness Administration
Research Areas
Avesis Research Areas:
Social Sciences and Humanities, Management, Quantitative Methods, algorithms, Artificial Intelligence, Computer Learning and Pattern Recognition, Industrial Engineering, Stochastic Modeling, Optimization Theory and Methods, Heuristic Methods, Decision Theory, Multi Criteria Decision Making, Engineering and Technology
WoS Research Areas:
Operations Research & Management Science, Engineering Computing & Technology (Eng), Social Sciences (Soc), Engineering, Economics & Business, Computer Science Artificial Intelligence, Engineering Industrial
Scopus Research Areas:
Organizational Behavior and Human Resource Management, General Engineering, Artificial Intelligence
Research Areas Based on Academic Activities
Avesis Research Areas
WoS Research Areas
Scopus Research Areas
Academic Positions
2026 - Present
2026 - PresentAssociate Professor
İstanbul University-Cerrahpaşa, Faculty Of Engineering, Department Of Industrial Engineering
2023 - Present
2023 - PresentAssistant Professor
İstanbul University-Cerrahpaşa, Faculty Of Engineering, Department Of Industrial Engineering
2018 - 2023
2018 - 2023Research Assistant PhD
İstanbul University-Cerrahpaşa, Faculty Of Engineering, Department Of Industrial Engineering
2017 - 2018
2017 - 2018Research Assistant PhD
Istanbul University
2011 - 2017
2011 - 2017Research Assistant
Istanbul University, Endüstri Mühendisliği
Managerial Experience
2023 - Present
2023 - PresentMember of Unit Quality Commission
İstanbul University-Cerrahpaşa, Faculty of Engineering, Department of Industrial Engineering
2019 - Present
2019 - PresentMember of Department Quality Commission
İstanbul University-Cerrahpaşa, Faculty of Engineering, Department of Industrial Engineering
Articles
All (10)
SCI-E, SSCI, AHCI (7)
SCI-E, SSCI, AHCI, ESCI (8)
ESCI (1)
Scopus (8)
TRDizin (2)
Other Publications (1)
2026
20261. Quantifying the Conditional Contribution of Cement Content to Concrete Strength Using Interpretable Causal Machine Learning
ADIGÜZEL TÜYLÜ A. N., TÜYLÜ S., ADIGÜZEL D., DEMİR İ.
Buildings , vol.16, no.5, 2026 (SCI-Expanded, Scopus)
2026
20262. The prediction of product return rates with ensemble machine learning algorithms
Adıgüzel Tüylü A. N., Eroğlu E.
JOURNAL OF ENGINEERING RESEARCH
, vol.11, no.3 Part B, pp.1-14, 2026 (SCI-Expanded, Scopus)
2026
20263. Physicochemical evaluation of fly ash utilization in cemented paste backfill (CPB) systems using interpretable causal machine learning
Adıgüzel Tüylü A. N.
PHYSICOCHEMICAL PROBLEMS OF MINERAL PROCESSING , vol.62, no.1, pp.218147, 2026 (SCI-Expanded, Scopus)
2026
20264. Interpreting Primary Energy Consumption in Europe and Türkiye Using Explainable Artificial Intelligence
ADIGÜZEL TÜYLÜ A. N.
Electrica , vol.26, 2026 (ESCI, Scopus, TRDizin)
2025
20255. Breast Cancer Classification with Various Optimized Deep Learning Methods
Güler M., Sart G., Algorabi Ö., Adıgüzel Tüylü A. N., Türkan Y. S.
DIAGNOSTICS
, vol.15, no.14, pp.1-22, 2025 (SCI-Expanded, Scopus)
2025
20256. Optimizing Strength Prediction for Cemented Paste Backfills with Various Fly Ash Substitution: Computational Approach with Machine Learning Algorithms
Adıgüzel Tüylü A. N., Tüylü S., Adıgüzel D., Namlı E., Güngören C., Demir İ.
MINERALS
, vol.15, no.3, 2025 (SCI-Expanded, Scopus)
2022
20227. Smart Estimation Model for Energy Performance Certificates of Residential Buildings
Namlı E., Yücel M., Ünlü R., Adıgüzel Tüylü A. N.
JOURNAL OF ENGINEERING RESEARCH , no.Online First Article, pp.1-24, 2022 (SCI-Expanded, Scopus)
2019
20198. Prioritizing the components of e-learning systems by using fuzzy DEMATEL and ANP
Celikbilek Y., ADIGÜZEL TÜYLÜ A. N.
INTERACTIVE LEARNING ENVIRONMENTS
, 2019 (SSCI, Scopus)
2019
20199. Using Machine Learning Algorithms For Forecasting Rate of Return Product In Reverse Logistics Process
ADIGÜZEL TÜYLÜ A. N., EROĞLU E.
ALPHANUMERİC JOURNAL , vol.7, no.1, pp.143-156, 2019 (TRDizin)
2016
201610. Industrial coffee machine selection with the Fuzzy analytic hierarchy process
Adıgüzel Tüylü A. N., Esnaf Ş., Çelikbilek Y.
International Journal of Management and Applied Science (IJMAS)
, vol.2, no.2, pp.20-23, 2016 (Peer-Reviewed Journal)
Papers Presented at Peer-Reviewed Scientific Conferences
2025
20251. Mapping the Future of Work: Classifying Jobs by Level of AI Adoption
Adıgüzel Tüylü A. N.
25th SCF International Conference on “Economic, Social, and Educational Implications of Artificial Intelligence”, Antalya, Turkey, 9 - 12 October 2025, pp.11-20, (Full Text)
2025
20252. Country-Level CO₂ Emissions Forecasting Using Machine Learning: An Explainable AI Analysis of the GDP Factor
Adıgüzel Tüylü A. N., İlbaş İ. N.
13th International Symposium on Intelligent Manufacturing and Service Systems, Düzce, Turkey, 25 - 27 September 2025, pp.1-10, (Full Text)
2025
20253. Explainable AI for Sustainable Engineering: Interpreting Cementitious Waste Mixtures based on UCS for Economic and Social Impact
Adıgüzel Tüylü A. N.
23rd SCF International Conference on “Economic and Social Implications of Artificial Intelligence”, İstanbul, Turkey, 17 - 18 April 2025, pp.15-20, (Full Text)
2016
20164. Evaluating the Technological Factors of Distance Learning
Adıgüzel Tüylü A. N., Çelikbilek Y.
The IAFOR International Conference on Education, Hawaii, United States Of America, 8 - 11 January 2016, pp.1, (Summary Text)
2015
20155. Industrial coffee machine selection with the fuzzy Analytic Hierarchy Process
Çelikbilek A., ADIGÜZEL TÜYLÜ A. N., ESNAF Ş.
IIER 28th International Conference on Advances in Business Management and Information Technology (ICABMIT), Melbourne, Australia, 30 December 2015, pp.12, (Full Text)
2015
20156. SUPPORT VECTOR MACHINES MODEL IN INDIVIDUAL PENSION CONTRACT FORCASTING FOR ANTALYA
YUMURTACI AYDOGMUS H., AYDOGMUS U., ADIGÜZEL TÜYLÜ A. N., KARAKOC A.
1.ULUSLARARASI EKONOMI YONETIMI VE PAZAR ARASTIRMALARI KONGRESI, İstanbul, Turkey, 4 - 05 December 2015, pp.94-95, (Summary Text)
2015
20157. An Integrated AHP and VIKOR Approach for Excavator Selection in Open Pit Mining
ADIGÜZEL TÜYLÜ A. N., ÇELİKBİLEK Y.
27th European Conference on Operational Research, Glasgow, United Kingdom, 12 - 15 July 2015, pp.12, (Summary Text)
2015
20158. Analysing the Components of E-learning with DEMATEL and ANP
ÇELİKBİLEK Y., ADIGÜZEL TÜYLÜ A. N.
27th European Conference on Operational Research, Glasgow, United Kingdom, 12 - 15 July 2015, pp.79, (Summary Text)
Books
2025
20251. Investigation of Ecological Footprint Dynamics in European Countries With Causality Based on Machine Learning Analysis
Adıgüzel Tüylü A. N.
in: Achieving the Sustainable Development Goals Through Green Innovation, Gamze Sart,Yilmaz Bayar,Funda H. Sezgin, Editor, IGI Global yayınevi, Pennsylvania, pp.1-20, 2025
2025
20252. Classification of Fraud Detection in Call Centers Using Machine Learning Techniques
Adıgüzel Tüylü A. N., Zengin K.
in: AI Deployment and Adoption in Public Administration and Organizations, Gamze Şart,Funda Hatice Sezgin, Editor, IGI Global yayınevi, Pennsylvania, pp.247-288, 2025
Funded Projects
2025 - 2027
2025 - 2027Y...Z...D...T...T...S...O...S...S...Ö...P...Y...G...
TUBITAK Project , My support program is not listed (Old)
Adıgüzel Tüylü A. N.
2025 - 2026
2025 - 2026D... I... M... S... B... R... L... C... I... P...
TUBITAK Project , 1507 - TÜBİTAK SME R&D Start Support Program
Adıgüzel Tüylü A. N.
2023 - 2026
2023 - 2026Kömür Madeni Atıklarının Beton Üretiminde Kullanılabilirliğinin Araştırılması
Project Supported by Higher Education Institutions , BAP Research Project
TÜYLÜ S. (Executive), ADIGÜZEL D., DEMİR İ., ADIGÜZEL TÜYLÜ A. N., EKER H., SARĞIN S.
Peer Reviews in Scientific Publications
February 2026
February 2026Results in Engineering
Journal Indexed in SCI-E
February 2026
February 2026ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
Journal Indexed in SCI-E
January 2026
January 2026Results in Engineering
Journal Indexed in SCI-E
January 2026
January 2026SYSTEMS AND SOFT COMPUTING
Journal Indexed in ESCI
December 2025
December 2025Alphanumeric Journal
Other Indexed Journal
September 2025
September 2025Beykoz Akademi Dergisi
National Scientific Refreed Journal
February 2025
February 2025The Journal of International Scientific Researches
Other Indexed Journal
December 2024
December 2024ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
Journal Indexed in SCI-E
November 2024
November 2024ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
Journal Indexed in SCI-E
March 2024
March 2024ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
Journal Indexed in SCI-E
March 2024
March 2024ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
Journal Indexed in SCI-E
March 2024
March 2024ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
Journal Indexed in SCI-E
October 2023
October 2023International Journal of the Analytic Hierarchy Process
Other Indexed Journal
July 2023
July 2023JOURNAL OF ENTERPRISE INFORMATION MANAGEMENT
Journal Indexed in SSCI
June 2023
June 2023JOURNAL OF ENTERPRISE INFORMATION MANAGEMENT
Journal Indexed in SSCI
April 2023
April 2023JOURNAL OF ENTERPRISE INFORMATION MANAGEMENT
Journal Indexed in SSCI
March 2023
March 2023COMPUTERS, MATERIALS AND CONTINUA
Journal Indexed in SCI-E
March 2023
March 2023COMPUTER SYSTEMS SCIENCE AND ENGINEERING
Journal Indexed in SCI-E
March 2023
March 2023COMPUTER SYSTEMS SCIENCE AND ENGINEERING
Journal Indexed in SCI-E
February 2023
February 2023COMPUTERS, MATERIALS AND CONTINUA
Journal Indexed in SCI-E
February 2023
February 2023INTELLIGENT AUTOMATION AND SOFT COMPUTING
Journal Indexed in SCI-E
January 2023
January 2023INTELLIGENT AUTOMATION AND SOFT COMPUTING
Journal Indexed in SCI-E
January 2023
January 2023COMPUTER SYSTEMS SCIENCE AND ENGINEERING
Journal Indexed in SCI-E
December 2022
December 2022COMPUTERS, MATERIALS AND CONTINUA
Journal Indexed in SCI-E
November 2022
November 2022Alphanumeric Journal
Other journals
November 2022
November 2022JOURNAL OF INDUSTRIAL TEXTILES
Journal Indexed in SCI-E
August 2022
August 2022Endüstri Mühendisliği
National Scientific Refreed Journal
June 2022
June 2022JOURNAL OF INDUSTRIAL TEXTILES
Journal Indexed in SCI-E
November 2021
November 2021OPUS Uluslararası Toplum Araştırmaları Dergisi
Other Indexed Journal
October 2021
October 2021ISTANBUL BUSINESS RESEARCH
Journal Indexed in ESCI
August 2021
August 2021The Journal of International Scientific Researches
Other journals
April 2021
April 2021alphanumeric Journal
Other journals
September 2020
September 2020JOURNAL OF INDUSTRIAL TEXTILES
Journal Indexed in SCI-E
September 2020
September 2020Alphanumeric Journal
Other journals
June 2020
June 2020JOURNAL OF INDUSTRIAL TEXTILES
Journal Indexed in SCI-E
May 2020
May 2020JOURNAL OF ENTERPRISE INFORMATION MANAGEMENT
SCI Journal
March 2020
March 2020JOURNAL OF INDUSTRIAL TEXTILES
Journal Indexed in SCI-E
March 2020
March 2020JOURNAL OF INDUSTRIAL TEXTILES
Journal Indexed in SCI-E
February 2020
February 2020The Journal of International Scientific Researches
Other journals
February 2020
February 2020JOURNAL OF ENTERPRISE INFORMATION MANAGEMENT
SCI Journal
December 2019
December 2019JOURNAL OF ENTERPRISE INFORMATION MANAGEMENT
SCI Journal
December 2019
December 2019JOURNAL OF INDUSTRIAL TEXTILES
Journal Indexed in SCI-E
September 2019
September 2019JOURNAL OF ENTERPRISE INFORMATION MANAGEMENT
SCI Journal
September 2019
September 2019Alphanumeric Journal
Other journals
Citations
Total Citations (WOS): 44
h-index (WOS): 3
Jury Memberships
December-2025
December 2025Doctorate
- İstanbul Üniversitesi
October-2025
October 2025Doctorate
- İstanbul Üniversitesi
September-2025
September 2025Post Graduate
- İstanbul Üniversitesi
September-2025
September 2025Post Graduate
- İstanbul Üniversitesi
May-2025
May 2025Doctorate
- Ankara Yıldırım Beyazıt Üniversitesi
February-2025
February 2025Post Graduate
- İstanbul Aydın Üniversitesi
November-2024
November 2024Doctorate
- İstanbul Üniversitesi
September-2024
September 2024Post Graduate
- İstanbul Üniversitesi
June-2024
June 2024Post Graduate
- İstanbul Üniversitesi
June-2024
June 2024Post Graduate
- Marmara Üniversitesi
June-2024
June 2024Post Graduate
- Marmara Üniversitesi
May-2024
May 2024