Assoc. Prof. Dr. DUYGU İÇEN

Hacettepe University, Faculty of Science,

Department of Statistics

06800, Ankara, Turkey

Phone: +90-312 297 79 00                                                               

duyguicn@hacettepe.edu.tr duyguicen@gmail.com

 

§  Assoc. Prof. in Statistics, 2018, Interuniversity Council, Republic of Turkey.

§  Ph. D.: Hacettepe University, Faculty of Science, Department of Statistics (2010-2015).

Ph. D. Thesis Title: Monte Carlo method in fuzzy regression analysis and expert systems.

§  M. Sc.: Hacettepe University, Faculty of Science, Department of Statistics (2007–2010).

M.Sc. Thesis Title: Fuzzy Linear Regression Analysis.

§  B. Sc.: Hacettepe University, Faculty of Science, Department of Statistics (2002–2007).

§  Associate Professor: Hacettepe University, Faculty of Science, Department of Statistics (2018- Ongoing).

§  Research Assistant Ph.D.: Hacettepe University, Faculty of Science, Department of Statistics (2015 - 2018).

§  Research Assistant: Hacettepe University, Faculty of Science, Department of Statistics (2007 - 2015).

§  Applied Statistics

§  Fuzzy Statistics

§  Fuzzy Linear Regression Analysis

§  Expert Systems

§  Fuzzy Expert Systems

§  Data Mining

§  Big Data

§  Matlab, SPSS, IBM Modeler, Orange, Rapid Miner Studio, Knime Analytics, R Project, Tableau.

§  Ph.D. student (2013-2014, Fall)

Ludwig Maximilians University, Department of Statistics, Münich, Germany.

Supervisor: Dr. Marco Cattaneo

(01/10/2013 - 01/04/2014)

21)    İçen D., Ersel D., 2019, A new approach for probability calculation of fuzzy events in Bayesian Networks, International Journal of Approximate Reasoning, (108), 76-88. (Indexed in: SCI-expanded)  https://doi.org/10.1016/j.ijar.2019.03.004

20)    İçen D., Günay S., 2019, Design and implementation of the fuzzy expert system in Monte Carlo methods for fuzzy linear regression, Applied Soft Computing Journal, (77), 399-411.  (Indexed in: SCI-expanded) https://doi.org/10.1016/j.asoc.2019.01.029.

19)    Korkmaz E.T, Koksal, D., Aksu F., Dikmen, Z.G., İçen, D., Maden, E., Önder, S., Akbıyık, F., Emri, S., 2018, Triple test with tumor markers CYFRA 21.1, HE4, and ProGRP might contribute to diagnosis and subtyping of lung cancer, Clinical Biochemistry, DOI 10.1016/j.clinbiochem.2018.05.001 (Indexed in: Scopus, MEDLINE)

18)    Beyaz A., Özkaya M.T., İçen D., 2017, Identification of some spanisholive cultivars using image processingtechniques. Scientia Horticulturae(225),286-292. (Indexed in: SCI-expanded)

17)    Kilic M.O., Aynekin B., Kara A., İçen D., Demircan K., 2017, Differentially regulated ADAMTS1, 8, and 18 in gastric adenocarcinoma, Bratislava Medical Journal, DOI 10.4149/BLL_2017_14 (Indexed in: SCI-expanded).

16)    Daglar G., Kiliç M.Ö., Çelik C., Yüksel C., Terzioglu S.G., Özden S., İçen D., 2016, Is there a Relationship between Vitamin D Status and Hypocalcemia after Total Thyroidectomy?, Acta Endocrinologica (Buc), 12 (3): 291-296. doi: 10.4183/aeb.2016.291 (Indexed in: SCI-expanded).

15)    Sürgit Ö., Çavuşoğlu N.T., Kılıç M.Ö., Ünal Y., Koşar P.N., İçen D., 2016, Use of fibrin glue in preventing pseudorecurrence after laparoscopic total extraperitoneal repair of large indirect inguinal hernia, Annals of Surgical Treatment and Research, 91(3):127-132. doi:10.4174/astr.2016.91.3.127. (Indexed in: SCI-expanded)

14)    İçen, D., Cattaneo M., 2016, Different distance measures for fuzzy linear regression with Monte Carlo methods, Soft Computing, DOI 10.1007/s00500-016-2218-7. (Indexed in: SCI-expanded)

13)    İçen, D., Demirhan, H. 2016, Error measures for fuzzy linear regression: Monte Carlo simulation approach, Applied Soft Computing, 46, 104-114. (Indexed in: SCI-expanded)

12)    Kılıç, M.Ö., Sağlam, C., Caner, S.S., Kılıç, Y., İçen, D., 2016, Evaluation of twenty-seven patients with tuberculous peritonitis, Acta Medica Mediterranea, 32, 11-16. (Indexed in: SCI-expanded)

11)    Kılıç, M.Ö., Bilgiç, C.İ., Dener, C., İçen, D., 2016, The Clinicopathological Factors Associated with Multicentricity in Papillary Thyroid Cancer, Journal of Clinical and Analytical Medicine, DOI: 10.4328/JCAM.4256. (Indexed in: ESCI, TUBITAK ULAKBIM)

10)    Kılıç, M.Ö., Şen, M., İçen, D., 2016, The comparison of evening primrose oil, fructus agni casti and reassurance in the treatment of mastalgia, International Journal of Surgery and Medicine, 2(2). (Indexed in: Google Scholar, ScopeMed)

9)      Sen, M., Kilic, M.O., Cemeroglu, O., İçen, D., 2015, Can mastalgia be another somatic symptom in fibromyalgia syndrome?, Clinics (Sao Paulo), 70(11), 733-737. (Indexed in: SCI-expanded)

8)      İçen, D., S. Günay, 2015, Estimation of Unemployment Rate in Turkey by Fuzzy Linear Regression Analysis, Journal of Statisticians: Statistics and Actuarial Sciences, 8, 10-26. (Indexed in: CIS)

7)      Ersel, D., İçen, D., 2016, Fuzzy Probability Calculation with Confidence Intervals in Bayesian Networks, Soft Computing, 20, 819-829. (Indexed in: SCI)

6)      İçen, D., S. Günay, 2014, Expert Systems and Statistics, Journal of Statisticians: Statistics and Actuarial Sciences, 7, 37-45. (Indexed in: CIS)

5)      Bacanlı, S., İçen, D., Emri, S., 2014, Fuzzy Approach of Group Sequential Test for Binomial Case, with Application to Asthma Data, Hacettepe Journal of Mathematics and Statistics, Volume: 43(6), 1017-1034. (Indexed in: SCI)

4)      İçen, D., Bacanlı, S., 2015, Hypothesis testing for the mean of inverse Gaussian distribution using -cuts, Soft Computing, 19, 113-119. (Indexed in: SCI)

3)      İçen, D., Bacanlı, S., Günay, S., 2014, Fuzzy Approach for Group Sequential Test, Advances in Fuzzy Systems, Volume 2014, Article ID 896150, (Indexed in: MathSciNet, Scopus).

2)      Bacanlı, S., İçen, D., 2013, Sequential Probability Ratio Test of Correlation Coefficient Using Fuzzy Hypothesis Testing, Open Journal of Statistics, 3, 195-199.

(Indexed in: Worldcat, Ulrich, MathSciNet)

1)      Gençtürk, Y., Tunç, T., İçen, D., Günay, S., 2011, Fuzzy pricing of high excess loss layer when modeling the tail with generalized Pareto distribution, Journal of Statisticians: Statistics and Actuarial Sciences, 4, 16-30. (Indexed in: CIS)

1)      Tatlıdil, H., İçen, D., 2013, Sigorta Sektörünün Çok Boyutlu İlişki Analizi Yöntemleri İle İncelenmesi, Bankacılar Dergisi, 84, 21-36.

17)    Boz Semerci, A., Abbasoğlu Özgören, A., İçen, D., “Assessing Opinions towards Women’s Employment and Entrepreneurship with Market Basket Analysis”, 29th Eurasia Business and Economics Society Conference, 29th EBES Conference, 10-12 October 2019, Lizbon, Portugal.

16)    Bakar, Ö., İçen, D., “Using Data Mining Methods for Prediction of Women's Birth Time in Turkey”, 11th International Statistics Congress, 11th ISC 2019, 4-8 October 2019, Bodrum, Muğla, Turkey. 

15)    Korkmaz, E.T, Koksal, D., Aksu F., Dikmen, Z.G., İçen, D., Maden, E., Önder, S., Akbıyık, F., Emri, S., “The diagnostic value of serum tumor markers in newly diagnosed lung cancer patients”, 27th International Congress of the European Respiratory Society, 9-13 September 2017, Milan, Italy.

14)    İçen, D., Bacanlı, S. “Testing fuzzy hypotheses based on sequential test statistic: an application to medical dataset”, 2^nd International Researchers Statisticians and Young Statisticians Congress, 4-7 May 2016, Ankara, Turkey.

13)    İçen, D., Günay, S., “Use of fuzzy expert systems in fuzzy linear regression analysis”, 9^th International Statistics Congress, 28 October – 1 November 2015, Antalya, Turkey.

12)    İçen, D., Ersel, D., “Fuzzy Bayesian networks and an application”, 9^th International Statistics Congress, 28 October – 1 November 2015, Antalya, Turkey.

11)    İçen, D., Ersel, D., “Fuzzy knowledge representation in Bayesian networks”, 12^th International Conference Applied Statistics, September 20-23, 2015, Ribno (Bled), Slovenia.

10)    İçen, D., Cattaneo, M., “On using different distance measures for fuzzy numbers in fuzzy linear regresion models”, 11^th German Probability and Statistics Days (GPSD 2014), 4-7 March 2014, Ulm, Germany.

9)      İçen, D., Bacanlı, S., “Fuzzy Approach for Inverse Gaussian Distribution”,  4th International Conference on Mathematical and Computational Applications, 11-13 June 2013, Manisa, Turkey.

8)      Ersel D., İçen D., Günay S., “Fuzzy Bayesian Networks with Buckley’s Approach”, German-Polish Joint Conference on Probability and Mathematical Statistics, June 6-9, 2013, Torun, Poland.

7)      İçen, D., Tatlıdil, H., “The Regional Assessment of The Total İnvesment Credits Given To Small and Medium Sized Enterprises: Panel Data Analysis” 12th International Symposium on Econometrics Operations Research and Statistics, Denizli, 26-29 May 2011.

6)      İçen, D., Bacanlı, S., Günay, S., “Group Sequential Test for Fuzzy Hypothesis Testing”, Prague Stochastics, August 30-September 3, 2010, Prague, Czech Republic.

5)      İçen, D., Günay, S., “Fuzzy Hypothesis Testing in Linear Regresssion”, International Conference of Applied Statistics, September 20-23, 2009, Ribno, Slovenia.

4)      Düzyol, G., İçen, D., Günay, S., “Measuring the Citation of Statistic Journals with Structural Equation Modelling Analysis”, International Conference of Applied Statistics, September 20-23, 2009, Ribno, Slovenia.

3)      Tunç T., İçen, D., Gençtürk, Y., Günay, S., “Fuzzy Inference to Generalized Distribution Used in Modelling the Tail of Loss Severity Distiribution”, XIIIth International Congress on Insurance: Mathematics and Economics, (IME 2009, May 27-29, 2009, İstanbul, Turkey.

2)      İçen, D., Günay, S., “An Application of Enhanced Fuzzy Switching Regression Models When Subsets Have Different Regression Models”, 6th Statistical Congress, 29 April-3 May 2009, Antalya, Turkey.

1)      İçen, D., Günay, S., “Implementation of Principal Component Analysis, Factor Analysis, Multidimensional Scaling and Clustering Analysis to Variables Accounting for the Fundamental Macro Economic Magnitude”, International Conference On Multivariate Statistical Modeling and High Dimensional Data Mining, June 19-23, 2008, Kayseri, Turkey.

12)    Abbasoğlu Özgören, A., Boz Semerci, A., İçen, D., Türkiye’de Ebeveynliğe Dair Tutumlar ve Hisler: Twitter Verileri Üzerine Analizler, 9. Ulusal Sosyoloji Kongresi, 19-21 Eylül 2019, Ankara.

11)    Korkmaz T.E., Köksal D., Aksu F., Dikmen Z.G., İçen D., Maden E., Önder S.Ç., Akbıyık F., Emri Kahraman A.S., Yeni Tanı Alan Akciğer Kanserli Hastalarda Serum Tümör Belirteçlerinin Tanısal Degeri. II. Türkiye in vitro Diyagnostik-BIYOBELIRTEÇLER Sempozyumu, 10-12 Mayıs 2017, İzmir, Türkiye.

10)    Kılıç, M.Ö., Bilgiç, C.İ., Dener, C., İçen, D., Papiller tiroid kanserinde multisentrisite ile ilişkili klinikopatotolojik faktörler, 20. Ulusal Cerrahi Kongresi, 13-17 Nisan 2016, Antalya, Türkiye.

9)    Şen, M.,Kılıç, M.Ö., Cemeroğlu, Ö., İçen, D., The relationship between mastalgia and fibromyalgia. Can mastalgia be another somatic symptom in fibromyalgia syndrome?, 13. Ulusal Meme Hastalıkları Kongresi, 21- 25 Ekim 2015, Antalya, Türkiye.

8)    Şen, M., Kılıç, M.Ö., Aldemir, S.Ö., İçen, D., The Comparison of Evening Primrose Oil, Fructus Agni Casti and Reassurance in The Treatment of Mastalgia, 13. Ulusal Meme Hastalıkları Kongresi, 21- 25 Ekim 2015, Antalya, Türkiye.

7)    Şen, M., Kılıç, M.Ö., İnan, A., Dener, C., İçen, D. Granulomatous mastitis: A diagnostic and therapeutic challenge for physicans, 13. Ulusal Meme Hastalıkları Kongresi, 21- 25 Ekim 2015, Antalya, Türkiye.

6)    Kılıç, M.Ö, Aynekin, B., Bozer, M., Kara, A., Haltaş, H., İçen, D., Demircan, K., Pankreas Adenokarsinomunda Adamts 1,8,9, ve 18' in İmmunohistokimyasal Analizi, 8. Cerrahi Araştırma Kongresi, 12-14 Kasım 2015, Konya, Türkiye.

5)    Dolgun, M.Ö., Ersel, D., İçen, D., Veri Madenciliği Sınıflandırma Yöntemlerinin Karavan Sigorta Verisine Uygulanması, 2. Ulusal Sigorta ve Aktüerya Kongresi, 17-18 Eylül 2015, Ankara, Türkiye.

4)    Ersel, D., İçen, D., Araç Sigortasında Risk Faktörlerin Belirlenmesinde Sınıflandırma Yöntemlerinin Kullanılması, 2. Ulusal Sigorta ve Aktüerya Kongresi, 17-18 Eylül 2015, Ankara, Türkiye.

3)    İçen, D., Türk Sigorta Şirketlerine Ait Bazı Önemli Göstergelere Göre 1991-2012 Yıllarının Veri Madenciliği Yöntemleriyle Kümelenmesi, 2. Ulusal Sigorta ve Aktüerya Kongresi, 17-18 Eylül 2015, Ankara, Türkiye.

2)    İçen, D., Tatlıdil, H., 2010 FIBA Dünya Şampiyonasına Katılan Ülkelerin Veri Zarflama Analizi ile İncelenmesi, 1. Genç İstatistikçiler Sempozyumu, 10-11 Eylül 2013, Ankara, Türkiye.

1)    İçen, D., Tatlıdil, H., Çok Boyutlu İlişki Analizi Yöntemleri ile 1987–2010 Yılları Arası Türk Sigorta Sektörüne Genel Bir Bakış, 1. Ulusal Sigorta ve Aktüerya Kongresi, 06-07 Haziran 2013, Ankara, Türkiye.

8)    IV. Interdisciplinary Applied Data Mining Workshop, 25 August- 1 September 2019, Marmaris, Turkey.

7)    15^th International Statistical Student Colloquium, 4-5 May 2018, İstanbul, Turkey.

6)    17^th Conference of the Applied Stochastic Models and Data Analysis International Society and Demographics Workshop, Applied Stochastic Models, Data Analysis and Demographics, 05.06.2017 -09.06.2017, London, United Kingdom.

5)    14^th International Statistical Student Colloquium, 20-21 April 2017, Eskişehir, Turkey.

4)    9^th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2016), Higher Technical School of Engineering, University of Seville, Spain, 9-11 December 2016, Seville, Spain.

3)    13^th International Statistical Student Colloquium, 13-14 May 2016, Giresun, Turkey.

2)    Informatics Association of Turkey, 19-21 November 2008, Ankara, Turkey.

1)    1^st International Fuzzy System Symposium, 1-2 October 2009, Ankara, Turkey.

5)      İçen, D., Big Data Concept for Statisticians, 2nd International Web Conference on Forecasting – IWCF'2018, 15-17 October 2018, Giresun University, Forecast Research Laboratory.

http://webcon-forecasting.xyz/topic/presentation-of-duygu-icen-please-click-here/

4)      İçen, D., Different distance measures for Monte Carlo methods in fuzzy linear regression, Ludwig Maximilians University, Department of Statistics, 31 March 2014, Münich, Germany.

http://www.statistik.lmu.de/institut/ag/agmg/research/seminar.html

3)      İçen, D., On using different error measures for fuzzy linear regression analysis. Ludwig Maximilians University, Department of Statistics, 11 November 2013, Münich, Germany

http://www.statistik.lmu.de/institut/ag/agmg/research/seminar.html

2)      İçen, D., Monte Carlo Method in Fuzzy Regression and An Application, Hacettepe University, Department of Statistisc, 6 March 2012, Ankara, Turkey.

1)      İçen, D., Fuzzy Risk Classification, Hacettepe University Department of Statistics, 8 March   2011, Ankara, Turkey.

§  2019-2020 Spring

Ø  IST-657 Data Mining

Ø  IST-222 Statistics – II

Ø  IST-294 Statistics

Ø  IST-491 Advanced Statistical Projects

Ø  IST-493 Seminar

 

§  2019-2020 Fall

Ø  AKT-417 Data Mining

Ø  IST-221 Statistics – I

Ø  IST-405 Statistical Data Mining

Ø  IST-491 Advanced Statistical Projects

Ø  IST-493 Seminar

 

§  2018-2019 Spring

Ø  IST-657 Data Mining

Ø  IST-222 Statistics – II

Ø  IST-294 Statistics

Ø  IST-491 Advanced Statistical Projects

Ø  IST-493 Seminar

 

§  2018-2019 Fall

Ø  AKT-417 Data Mining

Ø  IST-221 Statistics – I

Ø  IST-405 Statistical Data Mining

Ø  IST-491 Advanced Statistical Projects

Ø  IST-493 Seminar

 

§  2017-2018 Spring

Ø  IST-222 Statistics – II

 

§  2017-2018 Fall

Ø  AKT-417 Data Mining

Ø  IST-405 Statistical Data Mining

§  TÜBİTAK, ULAKBİM, International Scientific Publication Incentive Program, 13 January 2020.

§  TÜBİTAK, ULAKBİM, International Scientific Publication Incentive Program, 13 January 2020.

§  TÜBİTAK, ULAKBİM, International Scientific Publication Incentive Program, 4 May 2018.

§  TÜBİTAK, ULAKBİM, International Scientific Publication Incentive Program, 4 May 2018.

§  Best Third Oral Presentation Award, II. Türkiye in vitro Diyagnostik-Biyobelirteçler Sempozyumu, 10-12 Mayıs 2017, İzmir, Türkiye.

§  TÜBİTAK, ULAKBİM, International Scientific Publication Incentive Program, 15 January 2016.

§  TÜBİTAK, ULAKBİM, International Scientific Publication Incentive Program, 25 August 2017.

§  TÜBİTAK, ULAKBİM, International Scientific Publication Incentive Program, 3 May 2017.

§  TÜBİTAK domestic MSc scholarship, 2007-2010.

§  TÜBİTAK domestic PhD scholarship, 2010-2015.

§  International journal of Fuzzy Systems

§  Science Bulletin

§  Journal of Applied Statistics

§  International Journal of Information Technology & Decision Making (2)

§  American Journal of Mathematics and Statistics

§  European Journal of Operational Research

§  Applied Soft Computing (2)

§  Sinop University Journal of Natural Sciences

§  Journal of Statisticians: Statistics and Actuarial Sciences (3)

§  Bilgi Dünyası (2)

§  Yuzuncu Yıl University Journal of Agricultural Sciences

§  Hacettepe Journal of Mathematics and Statistics (2)

§  Hacettepe Sağlık İdaresi Dergisi

§  Academic Coordinator of Hacettepe University Sailing, Maritime and Yachting Society (April 2018 – February 2020).

§  Academic coordinator for the attendance to 13th International Statistical Student Colloquium.

§  Second International Researchers Statisticians and Young Statisticians Congress, Organizing Committee Member, 4-7 May 2016, Ankara.

§  Academic coordinator of 30 undergraduate students (2015-Ongoing).

§  Member of department presentation coordinator (2014-2016).

§  First Young Statisticians Symposium, Organizing Committee Member, 10-11 September 2013, Ankara.

§  First Researchers and Statisticians Congress, Organization Committee Member, 12-13 September 2013, Ankara.

§  Academic coordinator of 48 undergraduate students (2011-2012).

§  English (ÜDS: 80) 13 April 2010

§  English (TOEFL-IBT:80) May 2010

§  Turkish Statistical Association (2011- Ongoing)

§  Fuzzy Systems Association (2011- Ongoing)

§  Informatics Association of Turkey (2013- Ongoing)