Publications & Works

Publication Network
Articles 18
All (18)
SCI-E, SSCI, AHCI (4)
SCI-E, SSCI, AHCI, ESCI (6)
ESCI (2)
Scopus (5)
TRDizin (5)
Other Publications (7)

1. Detecting automobile insurance fraud using a novel penalty-driven feature selection method with particle swarm optimization and machine learning classifiers

Özaltın Ö., Erdemir Ö. G.
SCIENTIFIC REPORTS , vol.15, pp.1-17, 2025 (SCI-Expanded, Scopus) Sustainable Development

2. Examination of Pension Investment Funds in Turkey with Time Series Analysis Methods and Forecasting with ARIMA

Erdemir Ö. G., Kırkağaç M.
Romanian Statistical Review , no.3, pp.3-30, 2024 (ESCI)

3. A Comparative Perspective on Multivariate Modeling of Insurance Compensation Payments with Regression-Based and Copula-Based Models

Erdemir Ö. G.
Ekoist journal of econometrics and statistics (Online) , vol.39, pp.161-171, 2023 (Peer-Reviewed Journal)

4. Farklı saklama koşulları ve bekletme sürelerinin ışıkla uyarılabilen fosfor (PSP) plak görüntülerindeki ortalama gri değere (OGD) etkis

Pamukçu U., Tetik H., Peker İ., Erdemir Ö. G., Zafersoy Akarslan Z.
Acta Odontologica Turcica , vol.40, no.3, pp.61-67, 2023 (TRDizin)

5. An Adjusted Iterative Algorithmic Approach for the Maximum Likelihood Estimation of the Pseudo-Copula Regression: P-MBP

Erdemir Ö. G.
SOFT COMPUTING , pp.1-15, 2023 (SCI-Expanded, Scopus)

6. Evaluation of systemic immune-inflammation index efficacy in predicting complicated appendicitis in pediatric emergency department

Tekeli A., Çalışkan M. B., Bahadır G. B., Erdemir Ö. G.
ULUSAL TRAVMA VE ACIL CERRAHI DERGISI , vol.29, no.5, pp.566-573, 2023 (SCI-Expanded, Scopus)

7. Estimation of Premium of Fire and Natural Disaster Insurance with Box-Jenkins Models and Artificial Neural Networks

Dilmen B., Arıkel F., Gencer Ş., Kayır Ş., Erdemir Ö. G.
İstatistikçiler Dergisi: İstatistik ve Aktüerya , vol.15, no.2, pp.60-71, 2022 (TRDizin)

8. A Comparative Study on Performance of Insurance Companies with Grey Relational Analysis and Analytic Hierarchy Process

Erdemir Ö. G., Kırkağaç M.
Alanya Akademik Bakış , vol.6, no.3, pp.2627-2645, 2022 (TRDizin)

9. The Incorporation of Generalized Linear Models into Bivariate Gaussian Copula and An Application

Erdemir Ö. G., Sucu M.
Journal of Statistics & Applied Science , vol.5, pp.1-9, 2022 (Peer-Reviewed Journal)

10. A modified pseudo-copula regression model for risk groups with various dependency levels

Erdemir Ö. G., Sucu M.
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION , pp.1-22, 2021 (SCI-Expanded, Scopus)

11. Eliptik Sözde-Kopulalar ile Esnek Bağımlılık Modellemesi

Erdemir Ö. G., Sucu M.
İstatistikçiler Dergisi: İstatistik ve Aktüerya , vol.13, no.2, pp.61-77, 2020 (TRDizin)

12. On Comparison of Models for Count Data with Excessive Zeros in Non-Life Insurance

ERDEMİR Ö. G., KARADAĞ ATAŞ Ö.
SIGMA JOURNAL OF ENGINEERING AND NATURAL SCIENCES , vol.38, no.3, pp.1543-1553, 2020 (ESCI, Scopus) identifier

13. A Comparative Study on Modeling of Dependence Between Claim Severity and Frequency with Archimedean Copulas

Erdemir Ö. G., Sucu M.
Journal of Statisticians: Statistics and Actuarial Sciences , vol.13, no.1, pp.18-29, 2020 (Peer-Reviewed Journal)

14. Selection of Financial Performance Determinants for Non-Life Insurance Companies Using Panel Data Analysis

Erdemir Ö. G.
The Journal of Accounting and Finance , vol.82, pp.251-264, 2019 (Peer-Reviewed Journal)

15. The Use of the Multivariate Statistical Methods in the Performance Analysis of Non-Life Insurance Companies

Erdemir Ö. G., Tatlıdil H. H.
Journal of Financial Researches and Studies , vol.18, no.10, pp.56-69, 2018 (Peer-Reviewed Journal)

16. Data Reduction in Data Envelopment Analysis: A Research on Efficiency of Insurance Companies

ERDEMİR Ö. G., TATLIDİL H. H.
Journal of Current Research on Business and Economics (JoCReBE) , vol.7, no.1, pp.65-78, 2017 (Peer-Reviewed Journal)

17. The Analysis of the Comprehensive Insurance Demand for Turkey Using Utility Theory and System Simulation

KIRKAĞAÇ M., ERDEMİR Ö. G., GENÇTÜRK Y.
Anadolu University Journal of Science and Technology-A Applied Sciences and Engineering , vol.18, no.1, pp.115-121, 2017 (Peer-Reviewed Journal)

18. Genelleştirilmiş Doğrusal Model Bileşenlerinin Kredibilite Üzerindeki Etkilerinin Araştırılması

ERDEMİR Ö. G., SUCU M.
İstatistikçiler Dergisi: İstatistik ve Aktüerya , vol.9, no.1, pp.37-46, 2016 (TRDizin)
Papers Presented at Peer-Reviewed Scientific Conferences 25

1. Hybrid Actuarial Pricing Models for Automobile Insurance: A Comparative Analysis of GLM, XGBoost, CANN and DRN

Araçlı O., Erdemir Ö. G.
VII. International Applied Statistics Congress (UYIK-2026) , İstanbul, Turkey, 11 - 13 May 2026, pp.1, (Summary Text)

2. Directional Forecasting of Pension Investment Funds: Evidence on the Majority Class Illusion from ARIMA, CNN, and LSTM Models

Demir Ş., Kurt M. A., Erdemir Ö. G.
VII. International Applied Statistics Congress (UYIK-2026) , İstanbul, Turkey, 11 - 13 May 2026, pp.1, (Summary Text)

3. Machine Learning for the Prediction of Automobile Insurance Claim Components: Beyond The GLM

Erdemir Ö. G., Özaltın Ö.
9th International Researchers, Statisticians and Young Statisticians Congress, Adana, Turkiye, Adana, Turkey, 26 - 29 November 2025, pp.1, (Summary Text)

4. Cointegration Analysis of the Relationship Between Individual Pension Demand and Digitalization: The Case of Türkiye

Öztürk B. B., Çınar A., Erdemir Ö. G.
9th International Researchers, Statisticians and Young Statisticians Congress, Adana, Turkey, 26 - 29 November 2025, pp.1, (Summary Text)

5. A Comparative Mortality Analysis Using the Lee-Carter Model: Evidence from the UK, Bulgaria, and Belarus

Özgüden G., Erdemir Ö. G., Bulut Karageyik B.
VI. International Applied Statistics Conference (UYIK – 2025), Ankara, Turkey, 14 - 16 May 2025, pp.1, (Summary Text)

6. Insurance Fraud Classification via Feature Selection Method and Machine Learning Algorithms

Özaltın Ö., Erdemir Ö. G.
VI. International Applied Statistics Conference (UYIK – 2025), Ankara, Turkey, 14 - 16 May 2025, pp.1, (Summary Text)

7. Prediction of Logarithmic Returns of Various Risk Levels Pension Investment Funds via Box-Jenkins Models

Erdemir Ö. G., Kırkağaç M.
8th International Researchers, Statisticians and Young Statisticians Congress (8.IRSYSC), Adana, Turkey, 28 - 30 November 2024, pp.1, (Summary Text)

8. Spatio-Temporal Modelling of Insurance Claim Frequency and Severity

Hajipour R. F., Erdemir Ö. G., Büyükyazıcı M.
7th International Researchers - Statisticians and Young Statisticians Congress (7. IRSYSC), İstanbul, Turkey, 2 - 05 November 2023, pp.1, (Summary Text)

9. Multivariate Modeling of Insurance Compensation Payments with Regression Model and Copula via Machine Learning Techniques: A Comparison Study

Erdemir Ö. G.
IV. International Applied Statistics Conference (UYIK – 2023), Sarajevo, Bosnia And Herzegovina, 26 - 29 September 2023, pp.1, (Summary Text)

10. Some Modifications on Elliptical Pseudo-Copulas and A Flexible Dependency Modelling Approach

Erdemir Ö. G., Sucu M.
6th International Researchers - Statisticians and Young Statisticians Congress, Antalya, Turkey, 3 - 06 November 2022, pp.1-5, (Summary Text)

11. The Combination of Generalized Linear Model and Copula: An Application Study in R

Erdemir Ö. G., Sucu M.
XX. International Symposium on Econometrics, Operational Research and Statistics 2020, Ankara, Turkey, 12 - 14 February 2020, pp.1, (Summary Text)

12. Performance Evaluation of Non-Life Insurance Companies via Grey Relational Analyse and Analytic Hierarchy Process

Kırkağaç M., Erdemir Ö. G.
11. International Statistics Congress, Muğla, Turkey, 4 - 08 October 2019, pp.1-20, (Summary Text)

13. Pricing of Non-Life Insurance Under Independency Assumption: An Example of Comprehensive Insurance Pricing

Erdemir Ö. G., Sucu M.
19th International Symposium on Economics, Operations Research and Statistics, Antalya, Turkey, 17 - 20 October 2018, pp.1-20, (Summary Text)

14. A Comparative Study on Modelling Claim Frequency in the Presence of Zero-Inflation

Erdemir Ö. G., Karadağ Ataş Ö.
4th International Researchers-Statisticians and Young Statisticians Congress, İzmir, Turkey, 28 - 30 April 2018, pp.1-20, (Summary Text)

15. Sigorta Şirketlerinin Finansal Performans Belirleyicilerinin Panel Veri Analizi ile Araştırılması

ERDEMİR Ö. G.
3.Ulusal Sigorta ve Aktüerya Kongresi, Karabük, Turkey, 28 - 29 September 2017, (Summary Text)

16. A Bonus-Malus System Design Using Generalized Linear Model

ERDEMİR Ö. G., SUCU M.
3rd International Researchers - Statisticians and Young Statisticians Congress, Konya, Turkey, 25 - 26 May 2017, (Summary Text)

17. Principal Component Analysis as a Method of Measuring the Performance of Turkish Nonlife Insurance Companies

ERDEMİR Ö. G., TATLIDİL H. H.
3rd European Actuarial Journal Conference & Summer School of the French Institut des (EAJ 2016 & IA Summer School), Lyon, France, 5 - 08 September 2016

18. Investigation of the Demand for Motor Own Damage Insurance Using Utility Function A Simulation Study

KIRKAĞAÇ M., ERDEMİR Ö. G., GENÇTÜRK Y.
2nd Researchers - Statisticians and Young Statisticians Congress, 4 - 08 May 2016

19. Integration of Data Envelopment Analysis and Principal Component Analysis in the Efficiency Research of Turkish Insurance Companies

ERDEMİR Ö. G., TATLIDİL H. H.
2nd Researchers - Statisticians and Young Statisticians Congress, 4 - 08 May 2016

20. Credibility Analysis of Risk Classes by Generalized Linear Model

ERDEMİR Ö. G., SUCU M.
International Conference on Numerical Analysis and Applied Mathematics (ICNAAM), Rhodes, Greece, 23 - 29 September 2015, vol.1738, (Full Text) identifier identifier

21. Genelleştirilmiş Doğrusal Modellerde Model Değerlendirmesi ve Seçimi Kasko Sigortası Örneği

ERDEMİR Ö. G., SUCU M.
9. Uluslararası İstatistik Kongresi, Antalya, Turkey, 28 October - 01 November 2015, (Summary Text)

22. Mekansal Etkinin Genelleştirilmiş Doğrusal Karma Model ile Analizi

ERDEMİR Ö. G.
2.Ulusal Sigorta ve Aktüerya Kongresi, 17-18 Eylül 2015, Hacettepe Üniversitesi, Ankara., Ankara, Turkey, 17 - 18 September 2015, (Summary Text)

23. Optimization Studies in Non Life Insurance

ERDEMİR Ö. G., SUCU M.
Operations Research and Statistics, 7-12 May 2015, Trakya University, Edirne., Edirne, Turkey, 7 - 12 May 2015, (Summary Text)

24. Jewell s Hierarchical Credibility Model and An Implementation in R Program

ERDEMİR Ö. G., SUCU M.
9th International Statistics Day Symposium, ISDD (IGS), 10-14 May 2014, Side, Antalya, 10 - 14 May 2014

25. Markov Süreçleri Yaklaşımı ile Trafik Sigortalarında Hasarsızlık İndirim Sistemi İngiltere Örneği No Claim Discount NCD

ERDEMİR Ö. G., SUCU M.
1. Genç İstatistikçiler Sempozyumu, 10-11 Eylül 2013, Hacettepe İstatistik Bölümü, Ankara., Turkey, 10 - 12 September 2013
Books 2

1. Sigortacılıkta Aktüeryal Fiyatlandırmaya Yeni Bir Bakış Açısı: Makine Öğrenmesi Temelli Yöntemler.

ERDEMİR Ö. G., ÖZALTIN Ö.
in: Sigortacılıkta Güncel Konular, DALKILIÇ NİLÜFER, KIRKAĞAÇ MURAT, Editor, Akademisyen Yayınevi, pp.69-90, 2025

2. Emeklilik Fonlama ve Değerlendirmesine Problem Çözümü Yaklaşımı

GENÇTÜRK Y., HAMURKAROĞLU C., KIRKAĞAÇ M., ERDEMİR Ö. G., KARAGÜL B. Z.
Nobel, Ankara, 2017
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46

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7

Publication (Scopus)

6

Citation (Scholar)

45

H-Index (Scholar)

4

Project

4
UN Sustainable Development Goals