Prof. Ersoy ÖZ

Publication Network

Journal articles indexed in SCI, SSCI, and AHCI 36

1. Prognostic Value of Non-Traditional Lipid Indices for In-Hospital Mortality in Patients with Acute Coronary Syndromes

Yilmaz R., Toprak K., Karagoz A., Yontar O. C., Ucar M., Kokcu H. I., et al.

Medicina (Lithuania) , vol.61, no.5, 2025 (SCI-Expanded)

2. Stacking: An ensemble learning approach to predict student performance in PISA 2022

ÖZ E., Bulut O., CELLAT Z. F., YÜREKLİ H.

Education and Information Technologies , vol.30, no.6, pp.7753-7779, 2025 (SSCI) Sustainable Development

3. Investigation of the Usefulness of HALP Score in Predicting Short-Term Mortality in Patients with Acute Decompensated Heart Failure in a Coronary Care Unit

Yilmaz R., Toprak K., Yilmaz M., Karagoz A., ÖZ E.

Medicina (Lithuania) , vol.60, no.9, 2024 (SCI-Expanded)

4. Effluent parameters prediction of a biological nutrient removal (BNR) process using different machine learning methods: A case study

MANAV DEMİR N., Gelgor H. B., ÖZ E., İLHAN F., Altuntaş K., Tiwary A., et al.

Journal of Environmental Management , vol.351, 2024 (SCI-Expanded) Sustainable Development

5. Comparison of Electrocardiographic Parameters by Gender in Heart Failure Patients with Preserved Ejection Fraction via Artificial Intelligence

Yilmaz R., ÖZ E.

Diagnostics , vol.13, no.20, 2023 (SCI-Expanded)

6. DNA Chromatogram Classification Using Entropy-Based Features and Supervised Dimension Reduction Based on Global and Local Pattern Information

ÖZ E., YİĞİT Ö. E., SAKARYA U.

International Journal of Pattern Recognition and Artificial Intelligence , vol.37, no.12, 2023 (SCI-Expanded) Sustainable Development

7. Distribution of elements in rock/soil and seaweed/moss samples from the West Antarctic region

KOÇOĞLU E. S., Gösterişli T., Tekin Z., Borahan T., ÖZ E., BAKIRDERE S.

International Journal of Environmental Science and Technology , vol.20, no.7, pp.7533-7542, 2023 (SCI-Expanded)

8. An Analysis of PISA 2018 Mathematics Assessment for Asia-Pacific Countries Using Educational Data Mining

Bayirli E. G., Kaygun A., ÖZ E.

Mathematics , vol.11, no.6, 2023 (SCI-Expanded)

9. Exploring Factors That Affected Student Well-Being during the COVID-19 Pandemic: A Comparison of Data-Mining Approaches

YÜREKLİ H., YİĞİT Ö. E., Bulut O., Lu M., ÖZ E.

INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH , vol.19, no.18, 2022 (SCI-Expanded)

10. Serum Levels of Selected Elements in Patients with Beta Thalassemia Major

Sahin A., Er E., Öz E., Yildirmak Z. Y., Bakırdere S.

BIOLOGICAL TRACE ELEMENT RESEARCH , vol.200, no.4, pp.1502-1507, 2022 (SCI-Expanded)

11. Bioaccessibility and bioavailability of selenium species in Se-enriched leeks (Allium Porrum) cultivated by hydroponically

Ari B., ÖZ E., Can S. Z., BAKIRDERE S.

FOOD CHEMISTRY , vol.372, 2022 (SCI-Expanded)

12. Determination of levetiracetam by GC-MS and effects of storage conditions and gastric digestive systems on drug samples

ERULAŞ F. A., Chormey D. S., ÖZ E., BAKIRDERE S.

BIOANALYSIS , vol.14, pp.217-222, 2022 (SCI-Expanded)

13. A comparative study on applicability and efficiency of machine learning algorithms for modeling gamma-ray shielding behaviors

Bilmez B., TOKER O., ALP S., ÖZ E., İÇELLİ O.

NUCLEAR ENGINEERING AND TECHNOLOGY , vol.54, no.1, pp.310-317, 2022 (SCI-Expanded)

14. Sensitive Determination of 4-n-Nonylphenol in Domestic Wastewater and Liquid Detergent by Binary Solvent Microextraction (BSME) and Gas Chromatography–Mass Spectrometry (GC-MS) with Matrix Matching Calibration

Erarpat S., Bodur S., Chormey D. S., Öz E., Bakırdere S.

Analytical Letters , vol.55, no.7, pp.1080-1092, 2022 (SCI-Expanded)

15. The role of intraventricular antibiotic therapy in the treatment of ventriculo-peritoneal shunt infection in children

Sahin A., Dalgic N., Kilic M., Kirgiz P., Kanik M. K., ÖZ E., et al.

CHILDS NERVOUS SYSTEM , vol.37, no.5, pp.1605-1612, 2021 (SCI-Expanded)

16. Sodium, Magnesium, Calcium, Manganese, Iron, Copper, and Zinc in Serums of Beta Thalassemia Major Patients

Şahin A., Er E., Öz E., Yıldırmak Z. Y., Bakırdere S.

Biological Trace Element Research , vol.199, no.3, pp.888-894, 2021 (SCI-Expanded)

17. A sensitive determination method for trace bisphenol A in bottled water and wastewater samples: Binary solvent liquid phase microextraction-quadrupole isotope dilution-gas chromatography-mass spectrometry

Bodur S., Erarpat S., Dalgıç Bozyiğit G., Selali Chormey D., Öz E., Özdoğan N., et al.

Microchemical Journal , vol.159, 2020 (SCI-Expanded)

18. Rapid and sensitive detection ofSalmonellaspp. in raw minced meat samples using droplet digital PCR

Yücel Öz Y., Irigül Sönmez Ö., Karaman S., Öz E., Ünal C. B., Karataş A.

European Food Research And Technology , vol.246, pp.1895-1907, 2020 (SCI-Expanded)

19. Assessment of different isotope dilution strategies and their combination with switchable solvent-based liquid phase microextraction prior to the quantification of bisphenol A at trace levelsviaGC-MS

Bodur S., ERARPAT S., Chormey D. S., Bozyigit G., ÖZ E., Ozdogan N., et al.

NEW JOURNAL OF CHEMISTRY , vol.44, no.32, pp.13685-13691, 2020 (SCI-Expanded)

20. Analysis of Conventionally and Magnetic-Field Dried Fruit and Nuts for Mycotoxins by High-Performance Liquid Chromatography–Tandem Mass Spectrometry (HPLC-MS/MS) and Trace Elements by Inductively Coupled Plasma–Mass Spectrometry (ICP-MS)

İçelli O., Öz E., Bakırdere S., Nuroglu E.

Analytical Letters , vol.53, no.5, pp.735-745, 2020 (SCI-Expanded)

21. CROSS-NATIONAL COMPARISONS OF STUDENTS' SCIENCE SUCCESS BASED ON GENDER VARIABILITY: EVIDENCE FROM TIMSS

Aşkın Ö. E., Öz E.

JOURNAL OF BALTIC SCIENCE EDUCATION , vol.19, no.2, pp.186-200, 2020 (SSCI)

22. Determination of Trace Element Concentrations in Blood Samples and Their Correlation to Breast Cancer

TOPDAĞI Ö., TOKER O., BAKIRDERE S., ÖZ E., Bursalioglu E. O., Abuqbeitah M., et al.

ATOMIC SPECTROSCOPY , vol.41, no.1, pp.29-35, 2020 (SCI-Expanded) Sustainable Development

23. y Classification of Hepatitis Viruses from Sequencing Chromatograms Using Multiscale Permutation Entropy and Support Vector Machines

Öz E., Aşkın Ö. E.

ENTROPY , vol.21, no.12, 2019 (SCI-Expanded) Sustainable Development

24. Radiation interaction parameters for blood samples of breast cancer patients: an MCNP study

Toker O., Caglar M., Öz E., Bakırdere S., Topdağı Ö., Eyecioglu O., et al.

RADIATION AND ENVIRONMENTAL BIOPHYSICS , vol.58, no.4, pp.531-537, 2019 (SCI-Expanded) Sustainable Development

25. Determination of butyltin compounds in fish and mussel samples at trace levels by vortex assisted dispersive liquid-liquid microextraction-gas chromatography mass spectrometry

Erarpat S., Bodur S., Öz E., Bakırdere S.

JOURNAL OF FOOD COMPOSITION AND ANALYSIS , vol.82, 2019 (SCI-Expanded)

26. Evaluation of magnetic field assisted sun drying of food samples on drying time and mycotoxin production

Nuroglu E., Öz E., Bakırdere S., Bursalioglu E. O., Kavanoz H. B., İçelli O.

INNOVATIVE FOOD SCIENCE & EMERGING TECHNOLOGIES , vol.52, pp.237-243, 2019 (SCI-Expanded)

27. FINDING THE BEST ALGORITHMS AND EFFECTIVE FACTORS IN CLASSIFICATION OF TURKISH SCIENCE STUDENT SUCCESS

Filiz E., Öz E.

JOURNAL OF BALTIC SCIENCE EDUCATION , vol.18, pp.239-253, 2019 (SSCI)

28. Determination of Se, Cr, Mn, Zn, Co, Na, and K in Blood Samples of Breast Cancer Patients to Investigate Their Variation Using ICP-MS and ICP-OES

Toker O., Topdağı Ö., Bakırdere S., Bursalıoglu E. O., Öz E., Eyecloglu O., et al.

ATOMIC SPECTROSCOPY , vol.40, pp.11-16, 2019 (SCI-Expanded)

29. Correlation between Na/K ratio and electron densities in blood samples of breast cancer patients

Topdağı Ö., Toker O., Bakırdere S., Bursalioglu E. O., Öz E., Eyecioglu O., et al.

BIOMETALS , vol.31, pp.673-678, 2018 (SCI-Expanded) Sustainable Development

30. Classification of nucleotide sequences for quality assessment using logistic regression and decision tree approaches

KURT S., ÖZ E., AŞKIN Ö. E., Oz Y. Y.

NEURAL COMPUTING & APPLICATIONS , vol.29, no.8, pp.251-262, 2018 (SCI-Expanded) Sustainable Development

31. Influence of Time and Direction Information on Video Head Impulse Gains

Yilmaz O., ÖZ E., KURT S., AŞKIN Ö. E., Taşdemir E., Mutlu B. O., et al.

JOURNAL OF INTERNATIONAL ADVANCED OTOLOGY , vol.13, no.3, pp.363-367, 2017 (SCI-Expanded)

32. Identifying the Classification Performances of Educational Data Mining Methods: A Case Study for TIMSS

KILIÇ DEPREN S., Askin O. E., ÖZ E.

EDUCATIONAL SCIENCES-THEORY & PRACTICE , vol.17, no.5, pp.1605-1623, 2017 (SSCI)

33. Prediction of electron density and trace element concentrations in human blood serum following radioiodine therapy in differentiated thyroid cancer patients

Bursalioglu E. O., ALKAN F. A., BARUTCU U. B., DEMIR M., KARABUL Y., BALKAN B., et al.

MEASUREMENT , vol.100, pp.19-25, 2017 (SCI-Expanded) Sustainable Development

34. Feature based quality assessment of DNA sequencing chromatograms

ÖZ E., KURT S., Asyali M. H., Kaya H., Yucel Y.

APPLIED SOFT COMPUTING , vol.41, pp.420-427, 2016 (SCI-Expanded) Sustainable Development

35. Detailed polymorphism study on cytomegalovirus DNA polymerase gene to reveal the most suitable genomic targets for quantitative Real-time PCR

BILENOGLU O., ALTINDIS M., ÖZ E., YUCEL-OZ Y., IRIGUL-SONMEZ O., UNAL C. B.

BOSNIAN JOURNAL OF BASIC MEDICAL SCIENCES , vol.15, no.3, pp.28-34, 2015 (SCI-Expanded)

36. Support vector machines for quality control of DNA sequencing

ÖZ E., Kaya H.

JOURNAL OF INEQUALITIES AND APPLICATIONS , 2013 (SCI-Expanded)

Articles Published in Other Journals 21

1. FEATURE EXTRACTION FOR DNA CAPILLARY ELECTROPHESIS SIGNALS BASED ON DISCRETE WAVELET TRANSFORM COMBINED WITH MULTI-SCALE PERMUTATION ENTROPY

Yiğit Ö. E., Öz E.

SIGMA JOURNAL OF ENGINEERING AND NATURAL SCIENCES , vol.40, no.3, pp.475-490, 2022 (ESCI)

2. PREDICTION OF BIST PRICE INDICES: A COMPARATIVE STUDY BETWEEN TRADITIONAL AND DEEP LEARNING METHODS

Yiğit Ö. E., Alp S., Öz E.

Sigma Journal of Engineering and Natural Sciences , vol.38, no.4, pp.1693-1704, 2020 (ESCI)

3. Educational Data Mining Methods for TIMSS 2015 Mathematics Success: Turkey Case

Filiz E., Öz E.

Sigma Journal of Engineering and Natural Sciences , vol.38, no.2, pp.963-977, 2020 (ESCI)

4. MULTIVARIATE MARKOV CHAIN MODEL: AN APPLICATIONTO S&P500 AND FTSE-100 STOCK EXCHANGES

Gül M., Öz E.

JOURNAL OF RESEARCH IN ECONOMICS (JORE) , vol.2, no.1, pp.75-88, 2018 (Peer-Reviewed Journal)

5. Classification Of BIST-100 Index’ Changes Via Machine Learning Methods

Filiz E., Öz E.

MARMARA ÜNİVERSİTESİ İKTİSADİ VE İDARİ BİLİMLER DERGİSİ , vol.39, no.1, pp.117-129, 2017 (Peer-Reviewed Journal)

6. An Alternative Approach to the Solution of Multi-Objective Geometric Programming Problems

Öz E., Güzel N., Alp S.

Open Journal of Optimization , vol.6, no.1, pp.11-25, 2017 (Peer-Reviewed Journal)

7. An Alternative Solution to Multi Objective Linear FractionalProgramming Problem by Using Geometric ProgrammingTechnique

Öz E., Alp S., Güzel N.

Mathematical Theory and Modelling , no.6, pp.1-12, 2016 (Peer-Reviewed Journal)

8. An Application of Geometric Programming

Güney İ., Öz E.

Istanbul Aydin University International Journal of Electronics; Mechanical and Mechatronics Engineering , vol.2, no.2, pp.157-161, 2012 (Peer-Reviewed Journal)

9. An Application of Multivariate Markov Chain Model on the Changes in Exchange Rates: Turkey Case

Öz E., Erpolat S.

European Journal of Social Sciences , vol.18, no.4, pp.542-552, 2011 (Peer-Reviewed Journal)

10. Comparison of Id3, Fuzzy Id3 and Probabilistic Id3 Algorithms in the Evaluation of Learning Achievements

Erpolat S., Öz E.

Journal of Computing , vol.2, no.12, pp.20-24, 2010 (Peer-Reviewed Journal)

11. Çok Değişkenli Markov Zinciri Modeli ve Bir Uygulama

Öz E., Erpolat S.

MARMARA ÜNİVERSİTESİ İKTİSADİ VE İDARİ BİLİMLER FAKÜLTESİ DERGİSİ , vol.29, no.2, pp.577-590, 2010 (Peer-Reviewed Journal)

12. Algorithms of Hidden Markov Model and a Prediction Method on Product Preferences

Öz E.

Journal of Computing , vol.2, no.10, pp.12-17, 2010 (Peer-Reviewed Journal)

13. A Geometric Programming Approach for The Automotive Production in Turkey

Öz E., Güney İ.

Journal of Computing , vol.2, no.7, pp.1-5, 2010 (Peer-Reviewed Journal)

14. Analitik Hiyerarşi Yöntemi ile Elektronik Market Tercihlerinin İncelenmesi

Öz E., Alp S.

İstanbul Aydın Üniversitesi Fen Bilimleri Dergisi , vol.2, no.5, pp.114-130, 2010 (Peer-Reviewed Journal)

15. Kanser Verilerinin Sınıflandırılmasında Yapay Sinir Ağları ile Destek Vektör Makinelerinin Karşılaştırılması

Erpolat S., Öz E.

İstanbul Aydın Üniversitesi Fen Bilimleri Dergisi , vol.2, no.5, pp.71-83, 2010 (Peer-Reviewed Journal) Sustainable Development

16. APPLYING HIDDEN MARKOV MODEL TO BRAND CHOICES AND ITS REASONS

Can T., Öz E.

ESKİŞEHİR OSMANGAZİ ÜNİVERSİTESİ SOSYAL BİLİMLER DERGİSİ , vol.10, no.2, pp.167-186, 2009 (Peer-Reviewed Journal)

17. İstanbul Menkul Kıymetler Borsası Üzerine Saklı Markov Modeli ile Bir Tahminleme

Öz E.

Ekonomik Yaklaşım , vol.20, no.72, pp.59-85, 2009 (Peer-Reviewed Journal)

18. Markov Zinciri Yöntemi ile Taşınabilir Bilgisayar Tercihlerinin Analizi

Öz E., Alp S.

Sakarya Üniversitesi Sosyal Bilimler Enstitüsü, SBE Akademik İncelemeler Dergisi , vol.4, no.2, pp.37-56, 2009 (Peer-Reviewed Journal)

19. Estimation of dollar rate changes in Turkey using Hidden Markov models

Can T., Öz E.

İstanbul Üniversitesi İşletme Fakültesi Dergisi. E.A. İşletme Dergisi:İstanbul Üniversitesi İşletme Fakültesi , vol.38, no.1, pp.1-23, 2009 (Peer-Reviewed Journal)

20. Yatırım Araçları Tercihlerinin Markov Analizi ile Yorumlanması

Öz E., Alp S.

Anadolu Bil Meslek Yüksekokulu Dergisi , vol.3, no.11, pp.111-125, 2008 (Peer-Reviewed Journal)

21. Stochastic Differential Equation Simulation of Population Growth Rate

Öz E., Güney İ.

Journal of Analysis and Computation , vol.4, no.2, pp.155-163, 2008 (Peer-Reviewed Journal)

Papers Presented at Peer-Reviewed Scientific Conferences 29

1. A Classification Practice on PISA 2018 Results

Gülenç Bayirli E., Öz E.

3rd International Conferenceon Data Science and Applications (ICONDATA’xx20), İstanbul, Turkey, 25 - 28 June 2020, vol.1, no.1, pp.177-181

2. Veri Madenciliği Teknikleri Kullanılarak BIST 100 Borsa Endeksi Hareketinin Sınıflandırılması

Tanç H., Dansık M. Y., Öz E., Aşkın Ö. E.

3rd International Conferenceon Data Science and Applications (ICONDATA’xx20), İstanbul, Turkey, 25 - 28 June 2020, pp.51

3. Makine Öğrenmesi Yöntemleri ile Ek Garanti Satın Alım Tahminlemesi

Alacan S., Öz E.

20. ULUSLARARASI EKONOMETRİ, YÖNEYLEM ARAŞTIRMASI VE İSTATİSTİK SEMPOZYUMU, Ankara, Turkey, 12 - 14 February 2020, pp.262

4. Destek Vektör Makineleri ile Pisa 2015 Sonuçları Üzerine Bir Sınıflandırma Uygulaması

Gülenç Bayırlı E., Öz E.

20. ULUSLARARASI EKONOMETRİ, YÖNEYLEM ARAŞTIRMASI VE İSTATİSTİK SEMPOZYUMU, Ankara, Turkey, 12 - 14 February 2020, pp.308

5. Sensitive and Accurate Determination of Butyltin Compounds in Fish and MusselSamples by Vortex Assisted Dispersive Liquid-Liquid Microextraction-Gas ChromatographyMass Spectrometry

Erarpat S., Bodur S., Öz E., Bakırdere S.

1st INTERNATIONAL CONGRESS on ANALYTICAL and BIOANALYTICAL CHEMISTRY, Antalya, Turkey, 27 - 30 March 2019, pp.159

6. ÇOK KRİTERLİ KARAR VERME YÖNTEMLERİ İLE YEREL SEÇİM ADAY BELİRLEME SÜRECİ ÜZERİNE BİR UYGULAMA

Genç T., Öz E.

2nd International Congress on Statistics Mathematics and Analytical Methods, İstanbul, Turkey, 28 March 2019, vol.0, no.0, pp.105-112

7. Destek Vektör Makineleri ile Eğitim Veri Seti Üzerine BirSınıflandırma Uygulaması: TIMMS-2015 Türkiye

Filiz E., Aşkın Ö. E., Karadağ T., Öz E.

International Conference on Data Science and Applications, Yalova, Turkey, 4 - 07 October 2018, pp.36-37, (Summary Text)

8. Veri Madenciliği Yöntemleri ile Meme Kanseri Hastalarının Kan Örnekleri Üzerine Bir Sınıflandırma Uygulaması

Küçükbayram S., Öz E.

19. International Symposium on Econometrics Operations Research and Statistics, Antalya, Turkey, 17 - 20 October 2018, pp.1440-1448 Sustainable Development

9. Finding The Best Machine Learning Algorithms in Predicting The Successes of 8th GradeTurkish Students

Filiz E., Aşkın Ö. E., Öz E.

19. International Symposium on Econometrics Operations Research and Statistics, Antalya, Turkey, 17 - 20 October 2018, pp.640-642

10. The Classification with Support Vector Machines and Logistic Regression: The case study of TIMSS 2015 Turkey Results

Filiz E., Aşkın Ö. E., Öz E.

19. International Symposium on Econometrics Operations Research and Statistics, Antalya, Turkey, 17 - 20 October 2018, pp.633-636

11. Comparison of Classification Achievements of Logistic Regression and Decision Trees Algorithms on TIMSS 2015 Data

Filiz E., Karadağ T., Aşkın Ö. E., Öz E.

4th International Researchers, Statisticians and Young Statisticians Congress (IRSYSC 2018), İzmir, Turkey, 28 - 30 April 2018, pp.111, (Summary Text)

12. Prediction Of Breast Cancer Pattern Using Artificial Neural Network Algorithms

TOKER O., ALP S., EYECİOĞLU Ö., TOPDAĞI Ö., BEKEN M., ÖZ E., et al.

International Conference Series Theoretical and Experimental Studies in Nuclear Applications and Technology, 20 - 22 April 2018 Sustainable Development

13. Classification of breast cancer patients’ blood samples using machine learning algorithms

TOKER O., ALP S., TOPDAĞI Ö., EYECİOĞLU Ö., BEKEN M., ÖZ E., et al.

Theoretical and Experimental Studies in Nuclear Applications and Technology, 20 April 2018 Sustainable Development

14. TÜRKİYE’DE OTOMOBİL ÜRETİMİNİN BULANIK HEDEF PROGRAMLAMA YAKLAŞIMI İLE MODELLENMESİ VE ÇÖZÜLMESİ

Bayram D. Ö., Öz E.

I. Uluslararası İksad Sosyal Bilimler Kongresi, Mardin, Turkey, 9 - 11 March 2018, pp.107

15. Multivariate Markov Chain Model: An Application to S&P500 and Ftse-100 Stock Exchanges

Gül M., Öz E.

10th International Statistics Congress, Ankara, Turkey, 6 - 08 December 2017, pp.23

16. Investigation of the variations in Se, Cr, Mn, Zn, Co, Na, K concentrations in blood samples of breast cancer patients

Toker O., Topdağı Ö., Bakırdere S., Bursalıoğlu E. O., Öz E., Eyecioğlu Ö., et al.

International Advanced Researches and Engineering Congress, Osmaniye, Turkey, 16 - 18 November 2017, pp.2713 Sustainable Development

17. Study of electron density via some elements in breast cancer patients’ blood samples

Toker O., Topdağı Ö., Bakırdere S., Bursalıoğlu E. O., Öz E., Eyecioğlu Ö., et al.

International Advanced Researches and Engineering Congress, Osmaniye, Turkey, 16 - 18 November 2017, pp.2714 Sustainable Development

18. Bist 100 Endeksi Değerlerindeki Değişimlerin Destek Vektör Makineleri ve Karar Ağaçları İle Sınıflandırılması

Paralı S., Öz E.

The 1st International Symposium on Social Sciences and Educational Research, Antalya, Turkey, 3 - 05 November 2017, vol.0, no.0, pp.139, (Summary Text)