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Researchers
DZ

Dr. Zarina Oflaz

@zarina-oflaz
OpenAlex
publications
18
citations
36
h-index
4
Publications per year
1
1
0
0
1
2
3
3
3
4
20172026

Publications18

  1. Bird’s Eye View feature selection for high-dimensional data

    Article · Scientific Reports · PDF

    92023

  2. Modeling comorbidity of chronic diseases using coupled hidden Markov model with bivariate discrete copula

    Article · Statistical Methods in Medical Research · PDF

    72023

  3. Time and volume‐ratio effect on reusable polybenzoxazole nanofiber oil sorption capacity investigated via machine learning

    Article · Journal of Applied Polymer Science · Open access

    72021

  4. AGGREGATE CLAIM ESTIMATION USING BIVARIATE HIDDEN MARKOV MODEL

    Article · Astin Bulletin · Open access

    72018

  5. The impact of changes in breast density over time on breast cancer risk

    Article · Scientific Reports · PDF

    32025

  6. Estimation of disease progression for ischemic heart disease using latent Markov with covariates

    Article · Statistical Analysis and Data Mining The ASA Data Science Journal · Open access

    22022

  7. Development of machine learning models for intelligent prediction of workability, mechanical, and durability characteristics of cement mortar made of recycled sand

    Article · Construction and Building Materials

    12026

  8. Optimal adaptive control of methane production in anaerobic digestion via reinforcement learning

    Article · Journal of Process Control · Open access

    —2026

  9. Leveraging eco-friendly pozzolans and machine learning for reduced cement use in soil improvement of road base layers

    Article · Euro-Mediterranean Journal for Environmental Integration · PDF

    —2026

  10. Comparative Analysis of Prediction Accuracy in Clean Energy Forecasting: Implications for Pricing and Profitability in Wind and Biogas Energy Systems

    Talk · Springer proceedings in earth and environmental sciences · Open access

    —2026

  11. Predictive Performance Comparison of Artificial Neural Network and Ensemble Models for Methane Gas Prediction in a Real-Scale Biogas Facility

    Talk · Springer proceedings in earth and environmental sciences · Open access

    —2025

  12. Trends in Environmental Sustainability and Green Energy. CGEEE 2024. Springer Proceedings in Earth and Environmental Sciences Bölüm adı: Predictive Performance Comparison of Artificial Neural Network and Ensemble Models for Methane Gas Prediction in a Real-Scale Biogas Facility

    Book chapter · KTO Karatay University Institutional Archive · Open access

    —2025

  13. Coupled Hidden Markov Model with Binomial and Truncated Geometric Copula to Investigate Hypertension and Diabetes Multimorbidity Progression

    Talk · Springer proceedings in mathematics & statistics

    —2024

  14. Maximizing Biogas Production Efficiency: A Comparative Analysis of Predictive Models for Operational Anaerobic Processe

    Talk · KTO Karatay University Institutional Archive · Open access

    —2024

  15. Utilizing Machine Learning Approaches for Assessing the Unconfined Compressive Strength of a Crushed Stone-Cement-Pozzolan Mixture

    Talk · KTO Karatay University Institutional Archive · Open access

    —2024

  16. Matrix approach to solve polynomial equations

    Article · Results in Applied Mathematics · Open access

    —2023

  17. Publication Preview Source Estimation of disease progression for ischemic heart disease using latent Markov with covariates

    Article · KTO Karatay University Institutional Archive · Open access

    —2022

  18. Structural Break, Nonlinearity and the Hysteresis hypothesis: Evidence from new unit root tests.

    Article · Econometrics Letters · Open access

    —2017