Assoc. Prof. FATMA ÖNAY KOÇOĞLU

Articles 14

1. FUZZY CLUSTERING-BASED HYBRID MODEL PROPOSAL ON LOCATION SELECTION FOR DISASTER STATIONS

JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION , 2025 (SCI-Expanded)

2. Effect of Hyperparameter Optimization on Artificial Learning Model Performance: Detection of Diabetes Retinopathy

International Journal of Computer Information Systems and Industrial Management Applications , vol.17, pp.228-241, 2025 (Scopus) Sustainable Development

3. Hyperparameter optimization of pre-trained convolutional neural networks using adolescent identity search algorithm

Akkus E., Bal U., Kocoglu F. Ö., Beyhan S.

NEURAL COMPUTING & APPLICATIONS , vol.36, no.4, pp.1523-1537, 2024 (SCI-Expanded, Scopus) Sustainable Development

4. A grid search optimized extreme learning machine approach for customer churn prediction

Koçoğlu F. Ö., Özcan T.

JOURNAL OF ENGINEERING RESEARCH , no.3, pp.103-112, 2023 (SCI-Expanded, Scopus)

5. Multi-Criteria Decision-Making-Based Model Selection Proposal in Artificial Learning Process

Kocoglu F. Ö.

INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING , vol.21, no.05, pp.1467-1486, 2022 (SCI-Expanded, Scopus)

6. Research on the success of unsupervised learning algorithms in indoor location prediction

Koçoğlu F. Ö.

International Advanced Researches and Engineering Journal , vol.6, no.2, pp.148-153, 2022 (Peer-Reviewed Journal)

7. Tea Purchase Center and Factory Matching with Fuzzy Logic Approach in Tea Production

KOÇOĞLU F. Ö.

Karadeniz Fen Bilimleri Dergisi , vol.12, no.1, pp.461-478, 2022 (TRDizin)

8. AN INTELLIGENT POSTOPERATIVE CHRONIC PAIN PREDICTION SYSTEM (I-POCPP)

Kartal E., Kocoglu F. O., Özen Z., Emre İ. E., Gungor G., Bozkurt P. S.

JOURNAL OF ISTANBUL FACULTY OF MEDICINE-ISTANBUL TIP FAKULTESI DERGISI , vol.85, no.3, pp.416-424, 2022 (Scopus) Sustainable Development

9. A BIBLIOMETRIC ANALYSIS OF THE RELATIONSHIP BETWEEN DIABETES AND ARTIFICIAL INTELLIGENCE

DEMİRKOL D., KOÇOĞLU F. Ö., AKTAŞ Ş., EROL Ç.

JOURNAL OF ISTANBUL FACULTY OF MEDICINE-ISTANBUL TIP FAKULTESI DERGISI , vol.85, no.2, pp.249-257, 2022 (ESCI, Scopus, TRDizin) Sustainable Development

10. Machine Learning Approach and Model Performance Evaluation for Tele-Marketing Success Classification

Kocoglu F. O., Esnaf S.

INTERNATIONAL JOURNAL OF BUSINESS ANALYTICS , vol.9, no.5, 2022 (ESCI, Scopus)

11. Analysis of the incidence and predictive factors of chronic postoperative pain in adult population

Sutaş Bozkurt A. P., Özen Z., Kartal E., Emre I. E., Koçoğlu Bakioğlu F. Ö., Erol Ç., et al.

İzmir Tepecik Eğitim Hastanesi Dergisi , vol.28, no.2, pp.89-94, 2018 (TRDizin)

12. Observation of Success Status of Employees in E-Learning Courses in Organizations with Data Mining

Kocoglu F. Ö., Emre I. E., Erol Ç.

INTERNATIONAL JOURNAL OF E-ADOPTION , vol.9, no.1, pp.38-49, 2017 (ESCI) Sustainable Development

13. Internet-Based learning from the perspective of employees: A study on analysis of awareness, use case and effectiveness

Koçoğlu F. Ö., Gülseçen S., Erol Ç., Koçoğlu E. S.

World Journal on Educational Technology , no.8, pp.1-9, 2016 (Scopus)

14. Can Geogebra Make Easier The Understanding Of Cartesian Co-Ordinates? A Quantitative Study In Turkey

Gülseçen S., Kartal Karataş E., Koçoğlu F. Ö.

International Journal on New Trends in Education and Their Implications - IJONTE , vol.3, no.4, 2012 (Peer-Reviewed Journal)

Papers Presented at Peer-Reviewed Scientific Conferences 32

1. Towards Intelligent IT Service Management: A Comparative Evaluation of Machine Learning and Language Models for Ticket Classification and Assignment

ALSAÇ A., YILMAZ Ü., KOÇOĞLU F. Ö., ŞEKER Ş. E.

2025 10th International Conference on Computer Science and Engineering (UBMK), Turkey, 17 September 2025, (Full Text)

2. TÜRKİYE’NİN ULUSLARARASI STRATEJİK KARAR ALMA MEKANİZMALARINDA YAPAY ZEKÂ KULLANIMI: AKADEMİK ÇALIŞMALAR ANALİZİ

Koçoğlu F. Ö., Alsaç A., Yılmaz Ü.

Uluslararası Katılımlı Türk Dünyası Stratejik Araştırmalar Kongresi, Ankara, Turkey, 16 - 18 May 2025, pp.727-736, (Full Text)

3. AI for Kinesiology Research: Classification of Posture and Knee Pathology

Göker İ., Alsaç A., Yılmaz Ü., Koçoğlu F. Ö., Pat G., Kurumuş E., et al.

5th International Artificial Intelligence and Data Science Congress, Zonguldak, Turkey, 24 - 26 April 2025, pp.1, (Summary Text)

4. Sıfırdan Beşe: Türkçe İçeriklerin Anlamsal Yolculuğu

Yilmaz Ü., Hocaoğlu H. Y., Alsaç A., Koçoğlu F. Ö.

Akademik Bilişim 2025, İstanbul, Turkey, 11 - 13 February 2025, pp.1, (Summary Text)

5. Veri Ön İşlemenin Makine Öğrenmesi Model Performansına Etkisinin İncelenmesi

YILMAZ Ü., KOÇOĞLU F. Ö.

22. Akademik Bilişim Konferansı, İstanbul, Turkey, 22 February 2024, (Summary Text)

6. Denetimsiz Öğrenme Yöntemleri Performansının Envanter Segmentasyonu Problemi Özelinde İncelenmesi

Koçoğlu F. Ö.

42. Ulusal Yöneylem Araştırması ve Endüstri Mühendisliği (YA/EM) Kongresi, Gaziantep, Turkey, 1 - 03 November 2023, pp.1, (Summary Text)

7. YÜKSEKÖĞRETİM KURUMLARINDA BİLGİ YÖNETİMİ: BİR MODEL ÖNERİSİ

Khudhur F., GÜLSEÇEN S., KOÇOĞLU F. Ö.

The 10th International Management Information Systems Conference, İstanbul, Turkey, 18 October 2023, (Full Text)

8. Lung Disease Classification of Auscultation Sound by Tiny ML

Çolak A., BAL U., KOÇOĞLU F. Ö.

14th Turkish Congress of Medical Informatics Association, İzmir, Turkey, 16 March 2023, (Summary Text)

9. A Bibliometric Analysis On TheRelationship Of Diabetes And Artificial Intelligence

Demirkol D., Koçoğlu F. Ö., Aktaş Ş., Erol Ç.

7th International Management Information Systems Conference, 9 - 11 December 2020, (Unpublished) Sustainable Development

10. The role of knowledge management in achieving the goals of implementing e-governance in universities

Gülseçen S., Koçoğlu F. Ö., Khudhur F. N.

Le Deuxième Colloque International : Formation Universitaire et Environnement Socio-économique : La gouvernance à l’université, Wilaya De Constantine, Algeria, 5 - 06 September 2020, (Unpublished)

11. EFFECTS OF BALANCED-IMBALANCED DATASET ON THE PERFORMANCE OF EXTREME LEARNING MACHINE

Koçoğlu F. Ö., Özcan T.

ENGINEERING AND TECHNOLOGY MANAGEMENT SUMMIT 2018, İstanbul, Turkey, 4 - 05 October 2018, pp.201-209, (Full Text)

12. Prediction of Student Performance by Deep Learning Algorithm

ÖZKAN Y., KOÇOĞLU F. Ö., EROL Ç.

Future-Learning 2018, 7th International Future-Learning Conference On Innovations In Learning For The Future: Digital Transformation in Education, İstanbul, Turkey, 11 - 14 September 2018, pp.136-144, (Full Text)

13. Prediction of Student Performans by Deep Learning Algorithm

Özkan Y., KOÇOĞLU F. Ö., EROL Ç.

7th International Conference On “Innovations In Learning For The Future”: Digital Tranformation in Education (FL2018), İstanbul, Turkey, 11 - 14 September 2018, pp.25, (Summary Text)

14. Data Mining Methods for Solving Customer Churn Analysis Problem

Koçoğlu F. Ö., Özcan T., Baray Ş. A.

4th International Management Information Systems Conference, İstanbul, Turkey, 17 - 20 October 2017, pp.197-198, (Summary Text)

15. IMPORTANCE OF DATA MINING IN ACCESS TO KNOWLEDGE AS AN INTELLECTUAL CAPITAL AND A STUDY ON CHURN ANALYSIS

Koçoğlu F. Ö., Özcan T.

International Conference of Management Economics and Business, Zonguldak, Turkey, 7 - 09 September 2017, pp.304, (Full Text)

16. Observation of Success in e-Learning with Data Mining Methods

Koçoğlu F. Ö., Emre İ. E., Erol Ç.

6th International Conference on “Innovations in Learning for the Future” 2016: Next Generation (FL2016 , October 24-26, 2016) , İstanbul, Turkey, 24 - 26 October 2016, pp.75, (Summary Text)

17. Observation of Success in e-Learning with Data Mining Methods

Koçoğlu F. Ö., Emre İ. E., Erol Ç.

6th International Conference on “Innovations in Learning for the Future” 2016: Next Generation (FL2016 , October 24-26, 2016) , İstanbul, Turkey, 24 - 26 October 2016, pp.75, (Summary Text)

18. Veri Madenciliğinde Ayrılan Müşteri Analizi Problemi Üzerine Bir Literatür Araştırması

Koçoğlu F. Ö., Özcan T., Baray Ş. A.

Üretim Araştırmaları Sempozyumu (ÜAS 2016), İstanbul, Turkey, 12 - 14 October 2016, pp.868-874, (Full Text)

19. OLDER AGE IS RELATED WITH HIGHER POCP IN ADULT PATIENT POPULATION IN TURKEY-PRELIMINARY REPORT

Bozkurt P., Gungor G., Ozen Z., Unlusoy E. O., Ugur O., Sayilgan C., et al.

16th World Congress of Anaesthesiologists (WCA), Hong Kong, PEOPLES R CHINA, 28 August - 02 September 2016, vol.123, pp.367, (Summary Text)

20. Internet Based Learning from the Perspective of Employees: Study on Analysis of Awareness, Use Case and Effectiveness

Koçoğlu F. Ö., Gülseçen S., Erol Ç., Koçoğlu E. S.

6th World Conference on Learning Teaching and Educational Leadership, Paris, France, 29 - 31 October 2015, (Full Text)

21. Interpet: Evcil Hayvan Sağlığı Hakkında Bilgiye Erişim Kaynağı Olarak İnternet

Erol Ç., Koçoğlu F. Ö., Özen Z., Kartal E., Gülseçen S.

XVII. Akademik Bilişim Konferansı, Eskişehir, Turkey, 4 - 06 February 2015, pp.434-441, (Full Text)

22. Aspects of Students about Information Technology Courses in Social Science

Koçoğlu F. Ö., Kartal E., Ozen Z., Selcukcan Erol Ç., Gulsecen S.

International Educational Technology Conference IETC, Illinois, United States Of America, 3 - 05 September 2014, vol.176, pp.148-154, (Full Text)

23. Aspects Of Students About Informatıon Technology Courses In Socıal Scıence

KOÇOĞLU F. Ö., KARTAL E., ÖZEN Z., EROL Ç., GÜLSEÇEN S.

IETC, International Educational Technology Conference, Chicago, United States Of America, 3 - 05 September 2014, (Summary Text)

24. Bilgi Ekonomisi Üzerine Bir Çalışma

Özen Z., Kartal Karataş E., Selçukcan Erol Ç., Koçoğlu F. Ö.

XVI. Akademik Bilişim Konferansı, Mersin, Turkey, 5 - 07 February 2014, pp.239-245, (Full Text)

25. Introduction to Infonomics

Kartal E., Özen Z., Koçoğlu F. Ö.

International Congress on Studies "in Frame of Informatics" : Infonomics, İstanbul, Turkey, 14 November 2013, pp.21, (Full Text)

26. Kamu Kurumlarında Elektronik İmza Hakkında Karşılaştırmalı Bir Çalışma

Selçukcan Erol Ç., Koçoğlu F. Ö., Özen Z., Kartal E.

6th International Conference on Information Security and Cryptology, Ankara, Turkey, 20 - 21 September 2013, pp.111-115, (Full Text)

27. Yerel Yönetimlerde E-Devlet Uygulamaları: İstanbul İli Ve Belediye Yönetimlerinde Kullanılan E-Devlet Hizmetlerinin Değerlendirilmesi

Ecevit Satı Z., Özen Z., Koçoğlu F. Ö., Kartal Karataş E., Selçukcan Erol Ç.

VI. İstanbul Bilişim Kongresi, İstanbul, Turkey, 7 - 08 November 2012, pp.61-75, (Full Text)

28. E-Üniversite'ye Yolculuk

Ecevit Satı Z., Kartal Karataş E., Özen Z., Koçoğlu F. Ö., Selçukcan Erol Ç.

XV. Akademik Bilişim Konferansı, Antalya, Turkey, 23 - 25 January 2013, pp.355-360, (Full Text)

29. The Examination of User Habits through the Google Analytic Data of Academic Education Platforms

ÖZEN Z., KOÇOĞLU F. Ö., Beden Ş.

4th International Future Learning Conference on Innovations in Learning for the Future: e-Learning, Turkey, 1 - 04 November 2012, pp.300-316, (Full Text)