Education Information
2011 - 2016
2011 - 2016Doctorate
Yildiz Technical University, Faculty Of Arts & Science, Department Of Statistics, Turkey
2010 - 2011
2010 - 2011Doctorate
Ege University, Fen Fakültesi, İstatistik Bölümü, Turkey
2008 - 2010
2008 - 2010Post Graduate
Ege University, Fen Fakültesi, İstatistik Bölümü, Turkey
2003 - 2008
2003 - 2008Under Graduate
Ege University, Fen Fakültesi, İstatistik Bölümü, Turkey
Dissertations
2016
2016Doctorate
Sağkalım Analizinde Kırılganlık Modellerinin Tahmini İçin Parçacık Sürü Optimizasyonuna Dayalı Alternatif Bir Yaklaşım
Yıldız Teknik Üniversitesi, Graduate School of Natural and Applied Sciences, Uygulamalı İstatistik
2010
2010Post Graduate
Farklı Afet Tiplerine ve Oluşma Olasılıklarına Göre Optimal Depo Seçimi ve Malzeme Miktarının Belirlenmesi
Ege University, Fen Bilimleri Enstitüsü, İstatistik Teorisi
Foreign Languages
C1 Advanced
C1 AdvancedEnglish
Research Areas
Statistics, Natural Sciences
Academic Titles / Tasks
2020 - Continues
2020 - ContinuesAssociate Professor
Yildiz Technical University, Faculty Of Arts & Science, Department Of Statistics
2017 - Continues
2017 - ContinuesAssistant Professor
Yildiz Technical University, Faculty Of Arts & Science, Department Of Statistics
2011 - 2016
2011 - 2016Research Assistant
Yildiz Technical University, Faculty of Arts & Science, Department of Statistics
Managerial Experience
2019 - Continues
2019 - ContinuesAKADEMİK-KÜLTÜREL ETKİNLİK VE İLETİŞİM KOMİSYONU BAŞKANI
Yildiz Technical University, Faculty of Arts & Science, Department of Statistics
2019 - Continues
2019 - ContinuesFarabi Coordinator
Yildiz Technical University, Faculty of Arts & Science, Department of Statistics
2019 - Continues
2019 - ContinuesMevlana Exchange Program Coordinator
Yildiz Technical University, Faculty of Arts & Science, Department of Statistics
2019 - Continues
2019 - ContinuesBölüm Akademik Teşvik Değerlendirme Komisyonu Üyesi
Yildiz Technical University, Faculty of Arts & Science, Department of Statistics
Courses
Advising Theses
Continues
ContinuesPost Graduate
Ensemble Learning Models for Unbalanced Distributed Datasets
Yiğit Ö. E. (Consultant)
E.Asil(Student)
Continues
ContinuesPost Graduate
Assessment Of The Impact Of Pandemic Conditions On Health Worker Satisfaction
Yiğit Ö. E. (Consultant)
İ.Akçay(Student)
Continues
ContinuesPost Graduate
An Application Based on Heterogeneous Choice Models in Modeling Academic Success
Yiğit Ö. E. (Consultant)
K.Nurdanay(Student)
Continues
ContinuesPost Graduate
Prediction of Stock Market Index Movement: A Comparative Study Between Traditional and Data Mining Methods
Yiğit Ö. E. (Consultant)
M.Karaköse(Student)
Continues
ContinuesPost Graduate
The relation of COVID-19 Pandemic and the Exchange Rate: An Application for Turkish Market
Yiğit Ö. E. (Consultant)
S.Kalkan(Student)
2021
2021Post Graduate
Comparison of Machine Learning Methods in Forecasting Financial Time Series Movement Prediction Using Feature Engineering
Yiğit Ö. E. (Consultant)
T.Kaynar(Student)
Designed Lessons
Articles Published in Journals That Entered SCI, SSCI and AHCI Indexes
2020
2020Borders and guns: does violent repression impact border violence?
Oztig L. , Gurkan T. A. , YİĞİT Ö. E.
TERRITORY POLITICS GOVERNANCE, 2020 (Journal Indexed in SSCI)
2020
2020EVALUATION OF INTER-EXAMINER VARIABILITY IN VIDEO HEAD IMPULSE TEST RESULTS
Mutlu B., Cesur S., Torun Topçu M., Geçici C. R. , Aşkın Ö. E. , Derinsu U.
Journal Of The American Academy Of Audiology, vol.3, no.9, pp.1-15, 2020 (Journal Indexed in SCI Expanded)
2020
2020Human mobility and coronavirus disease 2019 (COVID-19): a negative binomial regression analysis
ÖZTIĞ L. İ. , Askin O. E.
PUBLIC HEALTH, vol.185, pp.364-367, 2020 (Journal Indexed in SCI)
2020
2020CROSS-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 (Journal Indexed in SSCI)
2019
2019y 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 (Journal Indexed in SCI)
2018
2018Classification 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 (Journal Indexed in SCI)
2017
2017Influence 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 (Journal Indexed in SCI)
2017
2017Identifying 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 (Journal Indexed in SSCI)
2017
2017Particle swarm optimization based Liu-type estimator
İNAN D., Egrioglu E., Sarica B., AŞKIN Ö. E. , TEZ M.
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, vol.46, no.22, pp.11358-11369, 2017 (Journal Indexed in SCI)
2017
2017The relation between the P1A1/A2 polymorphism of ITGB3 gene and myocardial infarction in elite athletes Profesyonel sporcularda ITGB3 genindeki P1A1/A2 polimorfifizmi ile miyokard İnfarktüsü arasındaki ilişki
GÜNEL T., ANTAL A., Şentürk T., Özbaşak H. Ö. , GÜMÜŞOĞLU E., AŞKIN Ö. E. , et al.
Turkiye Klinikleri Journal of Medical Sciences, vol.37, no.2, pp.68-73, 2017 (Journal Indexed in SCI Expanded)
2014
2014Testing the Calendar Anomalies for BIST City Indexes with Symmetric and Asymmetric GARCH Models
AŞKIN Ö. E. , BÜYÜKLÜ A. H.
IKTISAT ISLETME VE FINANS, vol.29, no.336, pp.59-82, 2014 (Journal Indexed in SSCI)
2014
2014Analyzing the School Performances in terms of LYS Successes through using Educational Data Mining Techniques: Istanbul Sample, 2011
BİLEN Ö. , HOTAMAN D. , AŞKIN Ö. E. , BÜYÜKLÜ A. H.
EGITIM VE BILIM-EDUCATION AND SCIENCE, vol.39, no.172, pp.78-94, 2014 (Journal Indexed in SSCI)
Articles Published in Other Journals
2021
2021FEATURE 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 (Article in Press), vol.0, pp.1-20, 2021 (Journal Indexed in ESCI)
2021
2021The Research of the Primary Care Clinic Doctors’ Awareness Levels About the National Hearing Screening Program
Yılmaz O., Dizdar H. T. , Eser B. N. , Taşçı B., Yiğit Ö. E. , Şerbetçioğlu M. B.
Turkiye Klinikleri J Health Sci (Article in Press), vol.6, no.2, pp.281-290, 2021 (Refereed Journals of Other Institutions)
2020
2020PREDICTION 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 (Journal Indexed in ESCI)
2020
2020BIST Şehir Endekslerine Ait Volatilitenin Modellenmesi
Aşkın Ö. E.
The Journal of Accounting and Finance, no.85, pp.223-242, 2020 (International Refereed University Journal)
2019
2019ANALYSIS OF CHANGES IN İSTANBUL CITY INDEX VALUES WITH HIDDEN MARKOV MODEL
Aşkın Ö. E.
Marmara Üniversitesi İktisadi ve İdari Bilimler Dergisi, vol.41, no.2, pp.319-337, 2019 (International Refereed University Journal)
2018
2018A MODELLING APPROACH TO INCREASE THE EXPLAINED RISK IN THE PROPORTIONAL HAZARDS REGRESSION
İnan D., Aşkın Ö. E.
İSTATİSTİK, Journal of the Turkish Statistical Association, no.1, pp.1-11, 2018 (Refereed Journals of Other Institutions)
2017
2017Parameter Estimation of Shared Frailty Models Based on Particle Swarm Optimization
AŞKIN Ö. E. , İnan D., BÜYÜKLÜ A. H.
International Journal of Statistics and Probability, no.6, pp.48-58, 2017 (Refereed Journals of Other Institutions)
2013
2013Comparing the Predictive and Classification Performances of Logistic Regression and Neural Networks: A Case Study on TIMSS 2011
AŞKIN Ö. E. , GÖKALP YAVUZ F.
Procedia - Social and Behavioral Sciences, vol.106, pp.667-676, 2013 (Refereed Journals of Other Institutions)
2013
2013Parental Influence on Students' Mathematics Achievement: The Comparative Study of Turkey and Best Performer Countries in TIMSS 2011
Kılıç Depren S. , Aşkın Ö. E.
Procedia - Social and Behavioral Sciences, no.106, pp.2000-2007, 2013 (International Conference Book)
2013
2013HOW THE FEAR OF CRIME SPATIALLY DIFFERS AMONG THE DISTRICTS OF ISTANBUL
BİLEN Ö. , AŞKIN Ö. E. , BÜYÜKLÜ A. H. , Ökten A., GÜR M.
E-Journal of New World Sciences Academy, vol.115, pp.153-164, 2013 (Refereed Journals of Other Institutions)
Refereed Congress / Symposium Publications in Proceedings
2021
2021Machine Learning-Based Feature Engineering for BIST 50 Index Price Prediction
Kaynar T., Yiğit Ö. E.
1st International Conference on International Conference on Interdisciplinary Applications of Artificial Intelligence (ICIDAAI), Yalova, Turkey, 21 - 23 May 2021, vol.2, pp.14
2020
2020Veri 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
2020
2020An Estimation Application with Multivariate Regression Models on the World Happiness Report
Yüzbaşıoğlu H., Ceran F., Aşkın Ö. E.
3rd International Conferenceon Data Science and Applications (ICONDATA’xx20), İstanbul, Turkey, 25 - 28 June 2020, pp.15
2020
2020Türkiye’nin Covid-19 Dinamiği: SIR Epidemik Modeli ile Bir Yaklaşım
Ceran F., Yüzbaşıoğlu H., Tanç H., Dansık M. Y. , Çor A., Aşkın Ö. E.
INSAC Natural and Health Sciences (INHS-2020), İstanbul, Turkey, 22 - 23 May 2020, pp.405
2020
2020GENDER AND INCOME DIFFERENCES IN HEALTH
Aşkın Ö. E.
20th International Symposium on Econometrics, Operations Research and Statistics, Ankara, Turkey, 12 - 14 February 2020, pp.137
2018
2018Destek 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
2018
2018Finding 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
2018
2018The 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
2018
2018Comparison 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
2017
2017DOĞRUSAL OLMAYAN DESTEK VEKTÖR MAKİNELERİ İLE BANKACILIKSEKTÖRÜ ÜZERİNE BİR SINIFLANDIRMA UYGULAMASI
Büyüklü A. H. , Aşkın Ö. E. , Filiz E. , Öz E.
XVIII. Uluslararası Ekonometri, Yöneylem Araştırması ve İstatistik Sempozyumu, Trabzon, Turkey, 5 - 07 October 2017, pp.258
2017
2017Investigating the Classification Performances of Support Vector Machines and Logistic Regression: A Case Study on PISA 2012
Öz E. , Kılıç Depren S. , Aşkın Ö. E.
END 2017, Lisbon, Portugal, 24 - 26 June 2017, pp.27-31
2017
2017Comparing Data Mining Methods for Classification of Students’ Science Success
Kılıç Depren S. , Aşkın Ö. E. , Öz E.
END 2017, Lisbon, Portugal, 24 - 26 June 2017, pp.47-51
2017
2017Decision Tree Approach for Predicting Students' Mathematics Achievement of TIMSS Study
Aşkın Ö. E. , Öz E. , Kılıç Depren S.
END 2017, Lisbon, Portugal, 24 - 26 June 2017, pp.37-41
2016
2016A New Approach to Improve the Prediction Performance of the Proportional Hazards Regression
İnan D., AŞKIN Ö. E. , Sarıca B.
Xth International Statistics Days Conference, Giresun, Turkey, 07 October 2016, pp.14-22
2016
2016A novel modelling approach to increase the explained risk in the proportional hazards regression
İnan D., AŞKIN Ö. E. , Sarıca B.
The 10th Tartu Conference on Multivariate Statistics, Tartu, Estonia, 28 June 2016, pp.22
2015
2015Weibull-Poisson Regression Model with Shared Gamma Frailty
AŞKIN Ö. E. , İnan D.
19th European Young Statisticians Meeting, Prag, Czech Republic, 31 August 2015, pp.8
2015
2015An Alternative Estimation Method for Shared Frailty Models
AŞKIN Ö. E. , BÜYÜKLÜ A. H. , İnan D.
7th International Conference on Probability and Statistics, Smolenice, Slovakia, 29 June 2015, pp.18
2014
2014Gamma frailty for the exponential-zero truncated poisson distribution
Aşkın Ö. E. , İnan D.
International Conference on Trends and Perspectives in Linear Statistical Inference, Linköping, Sweden, 24 August 2014, pp.34-35
2014
2014A Comparison of compound poisson class distributions
İnan D., AŞKIN Ö. E. , BÜYÜKLÜ A. H.
International Conference on Trends and Perspectives in Linear Statistical Inference, Linköping, Sweden, 24 August 2014, pp.53
2012
2012İMKB Şehir Endeksleri İçin Koşullu Değişen Varyans Modeller
BÜYÜKLÜ A. H. , AŞKIN Ö. E.
13th International Conference on Econometrics, Operation Research and Statistics, Famagusta, Cyprus (Kktc), 24 May 2012, pp.135
2012
2012İMKB Şehir Endekslerine Ait Takvim Anomalilerinin Simetrik ve Asimetrik Koşullu Değişen Varyans Modelleri ile Test Edilmesi
AŞKIN Ö. E. , BÜYÜKLÜ A. H.
13th International Conference on Econometrics, Operation Research and Statistics, Famagusta, Cyprus (Kktc), 24 May 2012, pp.133
2010
2010A Probabilistic Approach for Determining Location of Warehouses and Transportation of Relief Items
Yiğit Ö. E. , Mert A.
International Conference Operations Research, Munich, Germany, 01 September 2010, pp.100
2010
2010Fuzzy Non-Linear Programming Based Approach For Learning Weighted Averaging Based on Levels Parameters
Mert A., Aşkın Ö. E.
Ninth International Conference on Application of Fuzzy Systems and Soft Computing (ICAFS-2010), Praha, Czech Republic, 26 August 2010, pp.189-196
2009
2009Timely Disaster Response Coordination and Civil Military Cooperation by NATO EADRCC
Ari M., Mert A., Yiğit Ö. E. , Özcam B.
INFORMS Annual Meeting, California, United States Of America, 11 October 2009, pp.380
Books & Book Chapters
2020
2020OYUN TEORİSİ VE TÜRKİYE TURİZM SEKTÖRÜ ÜZERİNE BİR UYGULAMA
ALP S. , ÖZ E. , AŞKIN Ö. E.
Umuttepe Yayınları, Kocaeli, 2020
2019
2019Karar Ağaçları
Aşkın Ö. E.
in: Makine Öğrenmesinde Sınıflandırma Yöntemleri ve R Uygulamaları, Selçuk Alp,Ersoy Öz, Editor, Livraria Nobel, Ankara, pp.1-35, 2019
Supported Projects
2021 - 2022
2021 - 2022Akademik Başarının Modellenmesinde Heterojen Seçim Modellerine Dayalı Bir Uygulama
Project Supported by Higher Education Institutions
Yiğit Ö. E. (Executive)
2021 - 2022
2021 - 2022Borsa Endeks Hareketinin Tahmini Geleneksel ve Veri Madenciliği Yöntemlerine Dayalı Karşılaştırmalı Bir Çalışma
Project Supported by Higher Education Institutions
Yiğit Ö. E. (Executive)
2020 - 2021
2020 - 2021İnsan Kaynakları Yönetim Bilişim Sistemleri-Bulut Uygulaması
Technopark
Yiğit Ö. E. (Executive)
2020 - 2020
2020 - 2020BEKSHR-Bilişim Kurumsal Bilgi Sistemleri İnsan Kaynakları
Technopark
Yiğit Ö. E. (Executive)
2017 - 2017
2017 - 2017İstanbul İli ve Çevresinde Umuma Açık Mahallerde Çalınan Müzikler Araştırması II
Project Supported by Other Private Institutions
Aşkın Ö. E. , Öz E.(Executive)
2010 - 2010
2010 - 2010Farklı Afet Tipleri ve Oluşma Olasılıklarına Göre Optimal Depo Yeri Seçimi ve Malzeme Miktarının Belirlenmesi
Project Supported by Higher Education Institutions
Yiğit Ö. E. , Mert A.(Executive)
Awards
June 2008
June 2008İstatistik Bölüm Derecesi
EGE Üniversitesi
Scholarships
2010 - Continues
2010 - ContinuesTÜBİTAK Bilim İnsanı Destekleme Daire Başkanlığı, Yurtiçi Doktora Başarı Bursu (karşılıksız)
TUBITAK
2008 - Continues
2008 - ContinuesTÜBİTAK Bilim İnsanı Destekleme Daire Başkanlığı, Yurtiçi Yüksek Lisans Başarı Bursu (karşılıksız)
TUBITAK
Citations
Total Citations (WOS): 42
h-index (WOS): 3
Jury Memberships
June-2021
June 2021Post Graduate
Post Graduate - Yıldız Teknik Üniversitesi
June-2021
June 2021Post Graduate
Post Graduate - Yıldız Teknik Üniversitesi
March-2021
March 2021Post Graduate
Post Graduate - Sivas Cumhuriyet Üniversitesi
June-2020
June 2020Post Graduate
Post Graduate - Yıldız Teknik Üniversitesi
July-2019
July 2019Doctorate
Doctorate - Yıldız Teknik Üniversitesi
Announcements & Documents
spotify
Lecture Note
4/28/2021
TBB answer sheet
Lecture Note
4/27/2021