Published journal articles indexed by SCI, SSCI, and AHCI
A Study on Portfolio Selection Based on Fuzzy Linear Programming
INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, vol.30, no.02, pp.211-230, 2022 (SCI-Expanded)


Parameter Prediction Based on Type-2 Fuzzy Clustering
INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, vol.26, no.6, pp.877-892, 2018 (SCI-Expanded)


Fuzzy adaptive neural network approach to path loss prediction in urban areas at GSM-900 band
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, vol.18, no.6, pp.1077-1094, 2010 (SCI-Expanded)


Articles Published in Other Journals
Analytic Hierarchy Process Using Trapezoidal Fuzzy Number Based Weights for Portfolio Selection.
International Journal of Engineering Science Invention, vol.6, no.12, pp.26-31, 2017 (Peer-Reviewed Journal)
Switching Regression Analyze Based on Fuzzy Clustering in Case that Input Variables Come From Normal Distribution
IOSR Journal of Engineering (IOSRJEN), vol.17, no.10, pp.70-78, 2017 (Peer-Reviewed Journal)
Parameter Estimation Based Type-II Fuzzy Logic and Comparison with Robust Methods
MATHEMATICAL SCIENCES AND APPLICATIONS E-NOTES, vol.4, no.1, pp.118-123, 2016 (Peer-Reviewed Journal)
Bağımsız Değişkenin Pareto Dağılımına Sahip Olması Durumunda Üyelik Fonksiyonuna Dayalı Parametre Tahmini
İnsan&İnsan Bilim Kültür Sanat ve Düşünce Dergisi, no.6, pp.27-37, 2015 (Peer-Reviewed Journal)
Parameter Estimation by ANFIS in Cases Where Outputs are Non-Symmetric Fuzzy Numbers
International Journal of Applied Science and Technology, no.4, pp.92-103, 2014 (Peer-Reviewed Journal)
Path Loss Prediction by Robust Regression Methods
International Journal of Computational Engineering Research, vol.4, no.8, pp.26-35, 2014 (Peer-Reviewed Journal)
Parameter Estimation Based Type-II Fuzzy Logic
TWMS J. Pure Appl. Math, vol.4, no.2, pp.187-193, 2013 (Peer-Reviewed Journal)
Numerical Characteristics Of Pareto Distribution Under Uncertainty
Journal Of The Turkish Statistical Association, vol.6, no.2, pp.66-72, 2013 (Peer-Reviewed Journal)
A Study on Fuzzy Rubast Regression and Its Application to Insurance
MATHEMATİCAL AND COMPUTATİONAL APPLİCATİONS, vol.10, no.3, pp.223-234, 2012 (Peer-Reviewed Journal)
Bağımlı Değişkenin Simetrik Bulanık Sayı Olması Durumunda Parametre Tahmini
İstatistikçiler Dergisi, 2010 (Peer-Reviewed Journal)
Regresyon Analizinde Girdilerin Bulanık Olması Durumunda Uyarlamalı Ağ Yaklaşımı ile Parametre Tahmini
İstatistik Araştırma Dergisi, vol.03, pp.13-21, 2004 (Peer-Reviewed Journal)
Neural Network Approach to the Problem of Minmad Regression
Hacettepe Bulletin of Natural Sciences and Engineering, vol.30, pp.85-95, 2001 (Peer-Reviewed Journal)
Refereed Congress / Symposium Publications in Proceedings
A STUDY ON PORTFOLIO OPTIMIZATION BASED ON FUZZY INFERENCE SYSTEM
ISPEC INTERNATIONAL CONFERENCE ON ENGINEERING & NATURAL SCIENCES-9, Ankara, Turkey, 13 - 15 November 2020, pp.43-48
IN DIFFERENT NUMBER OF CARDINALITY CONSTRAINED PORTFOLIO OPTIMIZATION BASED ON FUZZY INFERENCE SYSTEM
ISPEC INTERNATIONAL CONFERENCE ON ENGINEERING & NATURAL SCIENCES-9, Ankara, Turkey, 13 - 15 November 2020, pp.41-42
Sector-Wise Analysis of Cardinality Constraint Portfolio Optimization Problem:Selecting ISE-All Shares Based On Coefficient of Variation And Nonlinear NeuralNetwork
International Conference on Data Science, MachineLearning and Statistics - 2019, Van, Turkey, 26 - 29 June 2019, pp.41
VERİ SETİNDE AYKIRI DEĞER BULUNMASI DURUMUNDA TİP-2 BULANIK KÜMELEMEYE DAYALI PARAMETRE TAHMİNİ
19. ULUSLARARASI EYİ SEMPOZYUMU, Antalya, Turkey, 17 - 20 October 2018, pp.933-936
NİCELİK KISITLI PORTFÖY OPTİMİZASYONU PROBLEMİNE DOĞRUSAL OLMAYAN SİNİR AĞI YAKLAŞIMI
19. ULUSLARARASI EYİ SEMPOZYUMU, Antalya, Turkey, 17 - 20 October 2018, pp.539-542
Fuzzy Multi Criteria Decision Making Approach for Portfolio Selection
10th International Statistics Congress, Ankara, Turkey, 6 - 08 December 2017, pp.45
Portfolio Selection Based on Nonlinear Neural Network: An Application on the Istanbul Stock Exchance (ISE 30)
10. International Statistics Congress, Ankara, Turkey, 6 - 08 December 2017, pp.97
Tedarikçi Seçimi İçin Bulanık Mantığa Dayalı Bir Algoritma
XVIII. Uluslararası Ekonometri, Yöneylem Araştırması ve İstatistik Sempozyumu, Trabzon, Turkey, 5 - 07 October 2017, pp.345
A Non-Linear Neural Network for Portfolio Optimization
10. International Statistics Days Conference, Giresun, Turkey, 7 - 09 October 2016, pp.130-132
Çok Ölçütlü Programlama Problemlerinin Yamuk Bulanık Sayıya Dayalı Çözümü
10th International Statistics Days Conference, Giresun, Turkey, 7 - 09 October 2016, pp.121-123
Tip İki Bulanık Kümelemeye Dayalı Parametre Tahmini
10. International Statistics Days Conference, Giresun, Turkey, 7 - 09 October 2016, pp.127-129
Solving Multi-Objective Programming Problem Based Triangular Fuzzy Number
Uluslararası 9. İstatistik Kongresi, Antalya, Turkey, 29 October - 01 November 2015, pp.269-270
Parameter Estimation by Anfis Based Type-II Fuzzy Logic and Comparison with Robust Regression Methods
3rd International Eurasian Conference on Mathematical Sciences and Applications, Viyana, Austria, 25 - 28 August 2014, pp.519
Use of Gamma Distribution for Daily Rainfall Amount Under Uncertainty
International Workshop on Applied Probability, Antalya, Turkey, 16 - 19 June 2014, pp.157
Type-II fuzzy Logic and Parameter Estimation Where Data Set Have Outliers
9. International Statistics Day Symposium, Antalya, Turkey, 10 - 14 May 2014, pp.108
Fuzzy Programming Approach to Portfolio Selection
9. International Statistics Day Symposium, Antalya, Turkey, 10 - 14 May 2014, pp.104
Solving Fuzzy Multi-Objective Programming Problem Based Fuzzy AHP
9. International Statistics Day Symposium, Antalya, Turkey, 10 - 14 May 2014, pp.113
Uyarlamalı Ağ İle Tip-II Bulanık Mantığa Dayalı Yol Kaybı Tahminleri
8. Uluslararası İstatistik Kongresi, Antalya, Turkey, 27 - 30 October 2013, pp.362-363
Bulanık Regresyonda Gustafson-Kessel Kümeleme Algoritmasına Dayalı Parametre Tahmini
8. Uluslararası İstatistik Kongresi, Antalya, Turkey, 27 - 30 October 2013, pp.364-365
Parameter Estimation Based Type-II Fuzzy Logic where the Independent Variables from Pareto Distribution
2rd International Eurasian Conference on Mathematical Sciences and Applications, Sarajevo, Bosnia And Herzegovina, 26 - 29 August 2013, pp.455
Parameter Estimation Based on Type-II Fuzzy Logic
1rd International Eurasian Conference on Mathematical Sciences and Applications, Prishtine, Kosova, 3 - 07 September 2012, pp.348
Membership Fonction For Pareto Distribution Based On Theoretical Basis
7. Uluslararsı İstatistik Kongresi, Antalya, Turkey, 28 April - 01 May 2011, pp.406-407
Bağımlı Değişkenin Simetrik Bulanık Sayı Olması Durumunda Parametre Tahmini
7.İstatistik Günleri Sempozyumu,, Ankara, Turkey, 28 - 30 June 2010, pp.126-127
Path Loss Prediction by ANFIS and Compare with Robust Regression Methods
1st. Fuzzy Systems Symposium, FUZZY SS, Ankara, Turkey, 1 - 02 October 2009, pp.471-478
Parameter Estimation by ANFIS in Cases Where Outputs are Non-Symmetric Fuzzy Number
14th International Congress on Computational and Applied Mathematics, Antalya, Turkey, 29 September - 02 October 2009, pp.76
An Application of a New Fuzzy Robust Regression Algorithm to Actuarial Science
14th International Congress on Computational and Applied Mathematics, Antalya, Turkey, 29 September - 02 October 2009, pp.29
Pareto Distribution and Numerical Characteristics of This Distribution Under Uncertainty
13th International Congress on Insurance: Mathematics and Economics (IME2009), İstanbul, Turkey, 27 - 29 May 2009, pp.88
A New Neural Networks Algorithm and Its Application in Insurance
13th International Congress on Insurance: Mathematics and Economics (IME2009), İstanbul, Turkey, 27 - 29 May 2009, pp.59
Bağımlı Değişkende Aykırı Değer Olması Durumunda ANFIS ile Parametre Tahmini
6. İstatistik Kongresi, Antalya, Turkey, 29 April - 03 May 2009, pp.422-432
Sinyal Seviye Ölçümleri için Katı ve Bulanık Kümeleme
6. İstatistik Kongresi, Antalya, Turkey, 29 April - 03 May 2009, pp.509-515
Girdi Değişkenlerinin Farklı Dağılımlara Sahip Olması Durumunda Bulanık Uyarlamalı Sinir Ağları ile Parametre Tahmini
IX. Ekonometri ve İstatistik Sempozyumu, İzmir, Turkey, 28 - 30 May 2008, pp.117
Bulanık Uyarlamalı Ağ ile Parametre Tahmini ve Robust Regresyon Yöntemleri ile Karşılaştırılması
5. İstatistik Kongresi, Antalya, Turkey, 20 - 24 May 2007, pp.265-272
Bağımsız Değişkenlerin Üstel Dağılıma Sahip Olmaları Durumunda Switching Regresyon Modeline Ait Parametre Tahmini
4. İstatistik Kongresi, Antalya, Turkey, 8 - 12 May 2005, pp.35-40
Bulanık Kümelemeye Dayalı Switching Regresyon Analizi
4. İstatistik Günleri Sempozyumu, İzmir, Turkey, 21 - 22 May 2004, pp.263-269
Regresyon Analizinde Girdilerin Bulanık Olması Durumunda Uyarlamalı Ağ Yaklaşımı ile Parametre Tahmini
İstatistik Araştırma Sempozyumu, Ankara, Turkey, 10 - 12 December 2003, pp.5-7
Switching Regresyonda Bulanık Sinir Ağları Yaklaşımı ile Parametre Tahmini
3. İstatistik Kongresi, Antalya, Turkey, 16 - 20 April 2003, pp.112-116
Neural Network Approach to Fuzzy Minmad Regression
Bulletion of the International Statistical Institute, Seoul, South Korea, 22 - 29 August 2001, pp.211-212
Hedef programlama olarak modellenmiş minmad regresyon problemine sinir ağları yaklaşımı
2. İstatistik Kongresi, Antalya, Turkey, 2 - 06 May 2001, pp.56-60
Sezgisel Diskriminant Analizine Bulanık Doğrusal Programlama Yaklaşımı
2. İstatistik Kongresi, Antalya, Turkey, 2 - 06 May 2001, pp.61-65
Ardışık Varyans Çözümlemesi
5. Ulusal Biyoistatistik Kongresi, Eskişehir, Turkey, 13 - 15 September 2000, pp.96-104
Neural Network Approach to Minmad Regression Problem can be Formulated a Goal Programing Model
Bulletion of the International Statistical Institute (ISI 99), Helsinki, Finland, 10 - 18 August 1999, pp.43-44
Minmad Regresyon Problemine Sinir Ağları Yaklaşımı
1. İstatistik Kongresi, Antalya, Turkey, 5 May - 09 September 1999, pp.150-153