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  1. Green Transition Awareness in Türkiye’s Iron and Steel Industry

    Article • July 2026, Springer Science + Business Media

    Prof.Dr. Filiz Ersöz

  2. Beyond Prediction: Explainable AI for Gender Segment Classification in Fashion E-Commerce

    Article • July 2026, IOS Press

    Prof.Dr. Filiz Ersöz

  3. A Comparative Analysis of Clustering Algorithms for Employee Segmentation in Human Resource Management Information Systems

    Article • July 2026, Springer Science + Business Media

    Prof.Dr. Filiz Ersöz

  4. Comparative Study of Machine Learning Algorithms and Software Platforms for Cost Estimation in the Steel Industry

    Article • March 2026, IOS Press

    Prof.Dr. Filiz Ersöz

  5. Decarbonizing the Iron and Steel Industry: Awareness of Green Transformation and Climate-Friendly Production in Turkish Enterprises

    Article • January 2026, Springer Science + Business Media

    Prof.Dr. Filiz Ersöz

  6. Social perception analysis towards climate change and green transformation: Karabük case study

    Article • The Extractive Industries and Society, December 2025, Elsevier

    Prof.Dr. Filiz Ersöz

  7. A Decision-Making System Based on Machine Learning for Commercial Credit Limit

    Article • Sosyoekonomi, July 2025, Sosyoekonomi

    Prof.Dr. Filiz Ersöz

  8. Cluster Analysis of Neighborhood-Level Earthquake Risk Profiles in Istanbul: A Data-Driven Approach to a Magnitude 7.5 Mw Scenario

    Article • European Journal of Geography, February 2025, European Association of Geographers, EUROGEO ivzw

    Prof.Dr. Filiz Ersöz

  9. Artificial Intelligence in Crime Prediction: A Survey With a Focus on Explainability

    Article • IEEE Access, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Prof.Dr. Filiz Ersöz

  10. Digitalization in Additive Manufacturing

    Article • January 2025, Springer Science + Business Media

    Prof.Dr. Filiz Ersöz

  11. Evaluation of ERP software selection criteria with fuzzy AHP approach: an application in the metal production enterprises in the aviation industry

    Article • International Journal of Systems Assurance Engineering and Management, March 2024, Springer Science + Business Media

    Prof.Dr. Filiz Ersöz

  12. Stock Detection of Iron and Steel Products with Image Processing and SDSS Decision Support System

    Article • Jordan Journal of Mechanical and Industrial Engineering, March 2024, Engineering Faculty, The Hashemite University

    Prof.Dr. Filiz Ersöz

  13. PREDICTIVE ANALYTICS IN HUMAN RESOURCES USING MACHINE LEARNING AND DATA MINING

    Article • International Journal of 3D Printing Technologies and Digital Industry, December 2023, International Journal of 3D Printing Technologies and Digital Industry

    Prof.Dr. Filiz Ersöz

  14. Health Information Management and Patient Profile Estimation Using Data Mining Classification Techniques

    Article • Journal of Health Management, July 2023, SAGE Publications

    Prof.Dr. Filiz Ersöz

  15. FACTORS AFFECTING COST IN IRON AND STEEL INDUSTRY: A BRIEF REVIEW

    Article • International Journal of Industrial Management, June 2023, Universiti Malaysia Pahang Publisher

    Prof.Dr. Filiz Ersöz

  16. FAILURE MODE AND EFFECTS ANALYSIS AND DATA MINING APPROACH TO QUALITY IMPROVEMENT IN MANUFACTURING INDUSTRY

    Article • Proceedings on Engineering Sciences, March 2023, Faculty of Engineering, University of Kragujevac

    Prof.Dr. Filiz Ersöz

  17. Demir Çelik Sektöründe Maliyeti Etkileyen Faktörler

    Article • January 2023, Elsevier

    Prof.Dr. Filiz Ersöz

  18. DATA MINING AND MACHINE LEARNING APPROACHES IN DATA SCIENCE: PREDICTIVE MODELING OF TRAFFIC ACCIDENT CAUSES

    Article • International Journal of 3D Printing Technologies and Digital Industry, December 2022, International Journal of 3D Printing Technologies and Digital Industry

    Prof.Dr. Filiz Ersöz

  19. Data mining application with machine learning algorithms to manage interest rate risk

    Article • Business And Management Studies An International Journal, December 2022, ACC Publishing

    Prof.Dr. Filiz Ersöz

  20. Defective products management in a furniture production company: A data mining approach

    Article • Applied Stochastic Models in Business and Industry, June 2022, Wiley

    Prof.Dr. Filiz Ersöz

  21. Digital Transformation: Digital Maturity Model for Turkish Businesses

    Article • GAZI UNIVERSITY JOURNAL OF SCIENCE, January 2022, Gazi University Journal of Science

    Prof.Dr. Filiz Ersöz

  22. Data Mining Approach in Repair and Service Systems of Electronic Products Under Warranty

    Article • January 2022, Springer Science + Business Media

    Prof.Dr. Filiz Ersöz

  23. FABRIC AND PRODUCTION DEFECT DETECTION IN THE APPAREL INDUSTRY USING DATA MINING ALGORITHMS

    Article • International Journal of 3D Printing Technologies and Digital Industry, December 2021, International Journal of 3D Printing Technologies and Digital Industry

    Prof.Dr. Filiz Ersöz

  24. Veri Madenciliği ve Makine Öğrenimi Yaklaşımlarının Karşılaştırılması: Tekstil Sektöründe bir Uygulama

    Article • European Journal of Science and Technology, December 2021, European Journal of Science and Technology

    Prof.Dr. Filiz Ersöz

  25. The Analysis of Low Use Reasons of Renewable Energy Sources in The Iron and Steel Industry with Fuzzy Analytic Hierarchy Process- Turkey Example

    Article • October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof.Dr. Filiz Ersöz

  26. Effects of memory and genetic operators on Artificial Bee Colony algorithm for Single Container Loading problem

    Article • Applied Soft Computing, September 2021, Elsevier

    Prof.Dr. Filiz Ersöz

  27. DATA MINING APPLICATION FOR FINANCIAL DECISION OPTIMIZATION AT RISK

    Article • International Journal of 3D Printing Technologies and Digital Industry, August 2021, International Journal of 3D Printing Technologies and Digital Industry

    Prof.Dr. Filiz Ersöz

  28. Investigation the Biomass in OECD Countries and Turkey: Comparative Analysis with Classification Algorithms

    Article • El-Cezeri Fen ve Mühendislik Dergisi, June 2021, El-Cezeri: Journal of Science and Engineering

    Prof.Dr. Filiz Ersöz

  29. Comparison Of Iron And Steel Production Defects Using Classification Algorithms

    Article • June 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof.Dr. Filiz Ersöz

  30. Effects of Financial Conditions on Photovoltaic System Design and Investment Process: An Application on Different Scenarios

    Article • June 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof.Dr. Filiz Ersöz

  31. Estimating the cost of crude steel production: a machine learning approach

    Article • June 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof.Dr. Filiz Ersöz

  32. A quantitative analysis of low carbon performance in industrial sectors of developing world

    Article • Journal of Cleaner Production, February 2021, Elsevier

    Prof.Dr. Filiz Ersöz, Dr. Sadia Samar Ali

  33. Veri Madenciliğinde Karar Ağacı Algoritmaları İle Demir Çelik Endüstrisinde İş Kazaları Üzerine Bir Uygulama

    Article • European Journal of Science and Technology, November 2020, European Journal of Science and Technology

    Prof.Dr. Filiz Ersöz

  34. Measuring carbon performance for sustainable green supply chain practices: a developing country scenario

    Article • Central European Journal of Operations Research, February 2020, Springer Science + Business Media

    Prof.Dr. Filiz Ersöz, Dr. Sadia Samar Ali

  35. Demir-Çelik Üretim Hattında Yalın Üretim

    Article • Düzce Üniversitesi Bilim ve Teknoloji Dergisi, January 2020, Duzce Universitesi Bilim ve Teknoloji Dergisi

    Prof.Dr. Filiz Ersöz

  36. Determination of Production Defects in Iron and Steel Sector by Data Mining

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Prof.Dr. Filiz Ersöz

  37. Evaluation of The Applicability of Industry 4.0 Processes in Businesses and Supply Chain Applications

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Prof.Dr. Filiz Ersöz

  38. Project and cost-based evaluation of solar energy performance in three different geographical regions of Turkey: Investment analysis application

    Article • Engineering Science and Technology an International Journal, August 2019, Elsevier

    Prof.Dr. Filiz Ersöz

  39. Selecting a Course with the Fuzzy MOORA Approach

    Article • European Journal of Science and Technology, December 2018, European Journal of Science and Technology

    Prof.Dr. Filiz Ersöz

  40. Research on Factors Affecting Real Estate Values by Data Mining

    Article • Baltic Journal of Real Estate Economics and Construction Management, December 2018, De Gruyter

    Deniz Merdin, Prof.Dr. Filiz Ersöz

  41. Performance Measurement in Business Management with Information Technologies

    Article • Baltic Journal of Real Estate Economics and Construction Management, December 2018, De Gruyter

    Deniz Merdin, Prof.Dr. Filiz Ersöz

  42. Research of Industry 4.0 Awareness: A Case Study of Turkey

    Article • December 2018, De Gruyter

    Deniz Merdin, Prof.Dr. Filiz Ersöz

  43. Process Improvement in Furniture Manufacturing: A Case Study

    Article • October 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Prof.Dr. Filiz Ersöz

  44. Evaluation of the effectiveness of green practices in manufacturing sector using CHAID analysis

    Article • Journal of Remanufacturing, September 2018, Springer Science + Business Media

    Prof.Dr. Filiz Ersöz, Dr. Sadia Samar Ali

  45. TÜKETİCİLERİN CEP TELEFONU TERCİHLERİNİN KARAR AĞACI İLE MODELLENMESİ

    Article • Gumushane Universitesi Sosyal Bilimler Elektronik Dergisi, January 2017, Gumushane Universitesi Sosyal Bilimler Elektronik Dergisi

    Prof.Dr. Filiz Ersöz

  46. KUZEY ANADOLU FAY HATTI ÜZERİNDE YER ALAN KARABÜK İLİ VE ÇEVRESİNDE MEYDANA GELEN DEPREMLERİN VERİ MADENCİLİĞİ VE İSTATİSTİKSEL YÖNTEMLERLE İNCELENMESİ

    Article • Journal of International Social Research, December 2016, The Journal of International Social Research

    Prof.Dr. Filiz Ersöz

  47. Intolerance of Uncertainty and Coping Mechanisms in Nonclinical Young Subjects

    Article • Nöro Psikiyatri Arşivi, December 2015, Turk Noropsikiyatri Dernegi

    Prof.Dr. Filiz Ersöz

  48. Dünya Ticaret Örgütü (WTO) Üyesi Ülkelerin Uluslararası Ticaret Hacimleri Üzerine Bir Çalışma

    Article • Nevşehir Bilim ve Teknoloji Dergisi, January 2014, Nevsehir Bilim ve Teknoloji Dergisi

    Prof.Dr. Filiz Ersöz

  49. Assessment of risk factors in the development of MRSA infection at Gülhane Military Medical Faculty Education Hospital and the role of antibiotic use on the development of MRSA infection

    Article • BMC Proceedings, June 2011, Springer Science + Business Media

    Prof.Dr. Filiz Ersöz

  50. METHODOLOGY RECOMMENDATION FOR ONE‐CRITERION TRANSPORTATION PROBLEMS: CAKMAK METHOD

    Article • Transport, September 2007, Vilnius Gediminas Technical University

    Prof.Dr. Filiz Ersöz