Academic Staff - Personal Page

Professor Doctor ÖZLEM EGE ORUÇ FACULTY OF SCIENCES DEPARTMENT OF STATISTICS DEPARTMENT OF STATISTICS THEORY

 ozlem.ege@deu.edu.tr
 +90 232 - 3018558 - 18558

Education/Academic Info
Undergraduate Degree	Ege University Fen Fakültesi İstatistik	1993
Master's Degree	Dokuz Eylül University Fen Bilimleri Enstitüsü İstatistik Anabilim Dalı	1997
PhD (Doctorate)	Dokuz Eylül University Fen Bilimleri Enstitüsü İstatistik Anabilim Dalı	2001
Assistant Professor	Dokuz Eylül University Fen-Edebiyat Fakültesi	2003
Associate Professor	Dokuz Eylül University Fen Fakültesi İstatistik	2011
Full Professor	Dokuz Eylül University Fen Fakültesi	2017

NO	NAME	YEAR
1	Prediction of Disease Stage by Machine Learning Classification Methods for Covid-19 Patients...	2024
2	Determining the most useful renewable energy alternative for Turkey by combining MAUT and TAOV metho...	2024
3	A New Perspective for Area Under the Curve in Decision Making with Extra Safety Threshold Value: A S...	2022
4	An Alternative Distribution Function Estimation Method Using Rational Bernstein Polynomials...	2019
5	A Modified Approach for Estimating Process Capability Indices Using Improved Estimators...	2017
6	Evaluation of Infectious Diseases and Clinical Microbiology Specialists' Preferences for Hand Hygien...	2017
7	Probabilistic Approach to the Schoenberg Spline Operator and Unimodal Density Estimator...	2017
8	An Investigation of Factors That Affect Internet Banking Usage Based on Structural Equation Modeling...	2017
9	Joint reliability importance in coherent systems with exchangeable dependent components...	2016
10	Eşleştirilmiş Durum-Kontrol Çalışmalarında Örneklem Genişliğinin Belirlenmesi İçin Prati...	2016
11	An Alternative Mean Estimator for Ranked Set Sample...	2015
12	Natural radioactivity levels of great soil groups in Seferihisar Geothermal Region, Turkey...	2015
13	The Use of Spline, Bayesian Spline and Penalized Bayesian Spline Regression for Modeling...	2015
14	Investigation of Diagnostic Test Performance Using Receiver Operating Characteristic and Fundamental...	2015
15	Entropy Applications for Customer Satisfaction Survey in Information Theory...	2011
16	Evoluation and Comparison of Diagnostic Test Performance Based on Information Theory...	2011
17	A note on the shrinkage techniques for estimating the mean...	2011
18	AN APPLICATION OF INFORMATION THEORETICAL MEASURES FOR DNA STRUCTURE...	2011
19	Termal Suların Radyoaktivite ve Kimyasal İçeriklerinin İncelenmesi;İzmir Seferihisar Örneği...	2010
20	Determination of Dependence Structure by Using Graphical Tools for Bivariate Continuous Data...	2009
21	An Application of Entropy in Survey Scale...	2009
22	A NEW METHOD FOR LOCAL DEPENDENCE MAP AND ITS APPLICATIONS...	2009
23	Cost function estimation in multiserver queueing systems with impatient customers and application on...	2007
24	Methods used in reduction of bias arising from nonresponse...	2006
25	Optimum Safe Dose Estimation for Carcinogenic Agents (A Case Study Using Simulated Data)...	2005
26	On The General Class of Two Sided Power Distribution...	2005
27	Ewma Kontrol kartının Shewhart ve CUSUM kontrol kartları ile Simulayon yoluyla karşılaştırıl...	2000

NO	NAME	DATE
1	Prediction of Psychological Distress in Persons Through Narrative Writing by Using Natural Language...	29/07/2024 - 30/07/2024
2	Classification of a Particular Psychological Distress Using NLP and ML Methods...	30/11/2023 - 30/11/2023
3	PREDICTION OF DISEASE STAGE BY MACHINE LEARNING CLASSIFICATION METHODS FOR COVID-19 PATIENTS...	15/04/2022 - 17/04/2022
4	Determining The Most Useful Renewable Energy Alternative For Turkey By Combining Maut And Taov Meth...	18/02/2022 - 20/02/2022
5	An alternative p chart for monitoring high-quality processes and comparison of its performance with ...	16/10/2020 - 17/10/2020
6	Distribution function estimation by Non-uniform rational B-splines...	23/05/2017 - 25/05/2017
7	Novel Method for Distribution Function Estimation Using Rational Bernstein Polynomial...	07/10/2016 - 09/10/2016
8	Probabilistic Approach to The Schoenberg Spline Operator and Unimodal Density Estimatior...	19/04/2016 - 22/04/2016
9	Modification of Process Capability Indices Using Improved Estimators...	06/07/2015 - 10/07/2015
10	A New Approach Using Rational Bezier Curves for Nonparametric Regression Models...	06/07/2015 - 10/07/2015
11	An Alternative Method for Density Estimation Using Rational Bernstein Polynomial...	07/05/2015 - 12/05/2015
12	Akademisyenlerin İnternet Bankacılığı Kullanımını Etkileyen Faktörlerin Yapısal Eşitlik M...	04/02/2015 - 06/02/2015
13	Regression Modeling Based on Rational Bézier Curves...	25/08/2014 - 28/08/2014
14	Modification of p control chart with an improved estimator forproportion of nonconforming...	19/09/2013 - 21/09/2013
15	Selecting The Model Using Penalized Spline Regression with Bayesian Perspective by Real Data...	20/07/2013 - 25/07/2013
16	MODELING OF THE RATIOS OF EXPORT TO IMPORT USING SPLINE AND BAYESIAN SPLINE REGRESSION METHODS IN TU...	24/05/2013 - 28/05/2013
17	The Comparison of Information Theory and Roc Curve for Evaluation of Diagnostic Tests...	11/10/2012 - 13/10/2012
18	IMPROVED ESTIMATION OF THE MEAN BY USING COEFFICIENT OF VARIATION AS A PRIOR INFORMATION IN RANKED S...	16/07/2012 - 20/07/2012
19	A century view on the Bernstein polynomials...	28/06/2012 - 03/07/2012
20	Evaluation and Comparison of Diagnostic Test Performance Based On Information Theory...	01/06/2011 - 04/06/2011
21	Efficient Estimator of the Variance of a Gamma Family Distributions When Coefficient of Kurtosis is ...	17/08/2010 - 23/08/2010
22	ENTROPY APPLICATIONS FOR CUSTOMER SATISFACTION SURVEY IN INFORMATION THEORY...	03/06/2010 - 05/06/2010
23	Kadınlara Yeşilkart Verilmesi Kararının Yeni Bilgi Kazanımı Yaklaşımı İle İncelenmesi...	13/10/2009 - 15/10/2009
24	An Application of Information Theory for DNA Structure...	13/06/2009 - 17/06/2009
25	Comparison of Exon-Intron Structure By Using Relative Entropy...	10/05/2009 - 14/05/2009
26	Türk Otomobil Sektöründe Talep Tahmini...	27/05/2008 - 28/05/2008
27	Evaluation and Comparison of EEG Data Using Entropy, Spectral Entropy and Relative Entropy Measures...	21/02/2008 - 23/02/2008
28	Determination of Dependence Structure Using Real And Simulated Data by Graphical Tools...	28/08/2006 - 30/08/2006
29	Calibration Approach For The Reduction Of Nonresponse Bias?...	11/05/2006 - 12/05/2006
30	Sabırsız Müşteriler için Çok Servis Birimli Kuyruk Sistemlerinde Maliyet Fonksiyonu Tahmini ve...	08/05/2005 - 12/05/2005
31	Grafiksel Araçlar Kullanılarak Bağımlılık Yapısının Belirlenmesi...	08/05/2005 - 12/05/2005
32	Linear Local Dependence with Dependence Map...	20/05/2004 - 21/05/2004
33	Türk Otomotiv Sektöründe Talep Tahmini...	09/12/2002 - 11/12/2002
34	Optimum Safe Dose Estimation for Carciogenic Agents, a case study using simulated data...	23/05/2002 - 25/05/2002
35	Optimum Safe Dose Estimation for Carcinogenic Agents...	13/09/2000 - 15/09/2000
36	Varyans Bileşenlerinin Negatif Kestirilme Olasılıkları...	25/05/1998 - 26/05/1998
37	Ewma Kontrol kartının Shewhart ve CUSUM kontrol kartları ile Simülasyon yoluyla karşılaştır�...	25/11/1996 - 27/11/1996

NO NAME YEAR

1 Biyoistatistik Terimler Sözlüğü... 2001

NO	NAME	DATE
1	Rasyonel Bernstein Polinomları Kullanarak Dağılım Fonksiyonu Tahmini...	6/2017 - 6/2018
2	Türkçe Bilim Terimleri Sözlüğü Projesi...	6/2015 - /
3	Seferihisar Bölgesi Farklı Büyük Toprak Gruplarında Radon Difüzyon Hızının İncelenmesi...	1/2010 - 1/2012
4	Relative Entropy for Some Sequence in Biological Science...	3/2008 - 9/2009
5	On the general class of two sided power distribution...	12/2004 - 12/2005
6	Optimum safe dose estimation for carciogenic agents...	12/1999 - 12/2001
7	Tansaş Mağzaları Tüketici Profili ve Eğilimleri Araştırması ve İstatistiksel Analiz...	8/1999 - 9/1999

NO	Responsibility
1	Faculty of Sciences Department of Statistics Department of Statistics Theory , Director of Science Branch, March 2025-Continues
2	Faculty of Sciences , Member of The Faculty Council, November 2022- August 2023
3	Faculty of Sciences Department of Statistics Department of Statistics Theory , Director of Science Branch, February 2022- February 2025
4	D.E.Ü. İstatistik,Risk Ve Aktüerya Araştirma Uygulama Merkezi , Member of The Central Board, September 2020- September 2023
5	Faculty of Sciences Department of Statistics Department of Statistics Theory , Director of Science Branch, November 2013- February 2016
6	Faculty of Arts and Sciences , Member of The Faculty Council, December 2004- December 2007
7	Faculty of Arts and Sciences Statistics , Vice Director of Department, December 2003- December 2006

NO	NAME	YEAR
1	Biyoistatistik Terimler Sözlüğü...	2001

NO	NAME	DATE
1	Tübitak SCI Yayın Teşvik Ödülü...	2016
2	Tübitak SCI Yayın Teşvik Ödülü...	2009
3	TÜBİTAK SCI Yayın Teşvik ödülü...	2005