Journal articles indexed in SCI, SSCI, and AHCI
A nonlinear modeling with linear fuzzy numbers for replicated response measures
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION
, vol.49, no.3, pp.629-646, 2020 (SCI-Expanded)


Statistical inference for alpha-series process with the inverse Gaussian distribution
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION
, vol.46, no.6, pp.4938-4950, 2017 (SCI-Expanded)


Analysis of Response Surface Model Parameters with Bayesian Approach and Fuzzy Approach
INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS
, vol.24, no.1, pp.109-122, 2016 (SCI-Expanded)


Statistical inference for geometric process with the inverse Gaussian distribution
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION
, vol.85, no.16, pp.3206-3215, 2015 (SCI-Expanded)


Articles Published in Other Journals
Mekânsal Nokta Verilerin Mekânsal İstatistiklerle Analizi: Yenilenebilir Enerji Kaynakları Uygulaması
International journal of advances in engineering and pure sciences (Online)
, vol.37, pp.40-49, 2025 (Peer-Reviewed Journal)
Veri madenciliği yöntemleri ile bir melez sınıflandırma yaklaşımı ve uygulaması
İstatistikçiler Dergisi: İstatistik ve Aktüerya
, vol.16, no.2, pp.100-115, 2023 (Peer-Reviewed Journal)
Karma veri içeren çok yanıtlı problemlerde NSGA-II’ye dayalı bir optimizasyon yaklaşımı
İstatistikçiler Dergisi: İstatistik ve Aktüerya
, vol.16, no.2, pp.57-80, 2023 (Peer-Reviewed Journal)
Optimization and Decision Making Stages for Analysis of Dual Response Problem: Median-MAD, NSGA-II, TOPSIS
Eskişehir Technical University Journal of Science and Technology
, vol.20, no.4, pp.458-473, 2019 (Peer-Reviewed Journal)

An application of spatial statistics: Spatial analysis of simulated fault plane geodetic points
Journal of Balıkesir University Institute of Science and Technology
, vol.21, no.1, pp.81-93, 2019 (Peer-Reviewed Journal)
Genetik-Simpleks Hibrit Algoritması İle Doğrusal Olmayan Regresyon Model Parametrelerinin Nokta Tahmini
İstatistikçiler Dergisi: İstatistik ve Aktüerya
, vol.2, pp.81-92, 2018 (Peer-Reviewed Journal)
A Fuzzy Modeling Approach for Replicated Response Measures Based on Fuzzification of Replications with Descriptive Statistics and Golden Ratio
Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi
, vol.22, no.1, pp.153-159, 2018 (Peer-Reviewed Journal)
An Application of Nelder Mead Heuristic based Hybrid Algortihms Estimation of Compartment Model Parameters
International Journal of Artificial Intelligence
, vol.14, no.1, pp.112-129, 2016 (Scopus)
Optimization of Saponification Process in Multi response Framework by using Desirability Function Approach
Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi
, vol.19, no.2, pp.141-149, 2015 (Peer-Reviewed Journal)
Multi objective Portfolio Optimization with NSGA II and Portfolio Selection by using TOPSIS Applied to Turkey Stock Market
Selcuk Journal of Applied Mathematics
, vol.16, no.2, pp.3-12, 2015 (Peer-Reviewed Journal)
Multi objective Portfolio Optimization with NSGA II and Portfolio Selection by using TOPSIS Applied to Stock Market in Turkey
Selçuk Journal of Applied Mathematics
, vol.16, no.2, pp.3-12, 2015 (Peer-Reviewed Journal)
Estimation of Fault Plane Parameters by Using StochasticOptimization Methods
International Journal of Earthquake Engineering and Hazard Mitigation
, vol.2, no.2, pp.61-66, 2014 (Peer-Reviewed Journal)
Estimating The Earthquake Source Parameters Simulated Annealing Versus Nelder Mead Simplex Algorithm
COMMUNICATIONS FACULTY OF SCIENCES UNIVERSITY OF ANKARA-SERIES A1 MATHEMATICS AND STATISTICS
, vol.62, no.2, pp.53-66, 2013 (Peer-Reviewed Journal)
Bulanık Çok Amaçlı Problemlerin Çözüm Kümesi İçin Bulanık TOPSIS Yöntemi İle Bir Karar Analizi Uygulaması Binh Kern Problemi
Fırat Üniversitesi Fen Bilimleri Dergisi
, vol.25, no.2, pp.137-146, 2013 (Peer-Reviewed Journal)
Evaluation of Fuzzy Pareto Solution Set by Using Fuzzy Relation Based Clustering Approach For Fuzzy Multi Response Experiments
Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi
, vol.17, no.1, pp.75-84, 2013 (Peer-Reviewed Journal)
Bulanık Yaklaşım İle Çok Yanıtlı Yüzey Problemlerinin Modellenmesi ve Optimizasyonu
Anadolu Üniversitesi Bilim ve Teknoloji Dergisi
, vol.13, no.1, pp.65-79, 2012 (Peer-Reviewed Journal)
Doğrusal Olmayan Kısıtsız Fonksiyonların Tümel Minimum Değerlerinin Uyarlanmış Tavlama Benzetimi Yöntemi İle Elde Edilmesi
Selçuk Üniversitesi Fen Edebiyat Fakültesi Fen Dergisi
, vol.30, pp.1-15, 2007 (Peer-Reviewed Journal)
Üniversite Öğrencilerinin Sigara Alışkanlığı Üzerine Bir Çalışma
CUKUROVA UNIVERSITY FACULTY OF EDUCATION JOURNAL
, vol.2, no.25, pp.101-103, 2003 (Peer-Reviewed Journal)

Papers Presented at Peer-Reviewed Scientific Conferences
Çanakkale'deki Lisanslı Rüzgâr Enerji Santrallerinin Mekânsal İstatistiksel Analizi.
7th International Conference on Sustainable Science and Technology (ICSuSaT-2024), İstanbul, Turkey, 12 July 2024, (Summary Text)
Analysis of Linearly Correlated Multi-Responses in Multi-Objective Perspective
8th IFS and Contemporary Mathematics Conference, Ankara, Turkey, 16 - 19 June 2022, pp.177, (Summary Text)
Spatial Statistical Analysis for Geodetic Points of a Simulated Fault Plane through Geographical Information Systems
11th International Statistics Congress - ISC2019, Turkey, 4 - 08 October 2019, pp.432-441, (Full Text)
Statistical and Fuzzy Modeling of Extraction Process in Green Chemistry
y-BIS Conference 2019:Recent Advances in Data Science and Business Analytics, Turkey, 25 - 28 September 2019, (Full Text)
A Seemingly Unrelated Regression Modeling for Extraction Process in Green Chemistry
y-BIS Conference 2019:Recent Advances in Data Science and Business Analytics, Turkey, 25 - 28 September 2019, (Full Text)
A Modeling Study for Discrete and Continuous Variables by Using Parametric and Nonparametric Regression Analysis
11th International Statistics Congress (ISC2019), Muğla, Turkey, 4 - 08 October 2019, pp.122, (Summary Text)
A Dual Response Problem Based on Median and Median Absolute Deviation
11. International Statistics Days Conference, 3 - 07 October 2018, (Summary Text)
A Statistical Characterization of a Simulated Earthquake Fault Plane Area by Using Spatial Statistics
11. International Statistics Days Conference, 3 - 07 October 2018, (Summary Text)
An application of fuzzy nonlinear regression for replicated response measured data set
International Conference on Trends and Perspectives in Linear Statistical Inference (LinStat2018), 20 - 24 August 2018, (Summary Text)
A numerical approach for statistical inference of nonlinear regression model parameters
29th European Conference on Operational Research (EURO18), Valencia, Spain, 8 - 11 July 2018, (Summary Text)
A Nonlinear Modeling and Optimization Process: Obtaining Optimal Drying Conditions for Olive Leaves
International Conference on Applied Mathematics in Engineering (ICAME 18), Balıkesir, Turkey, 27 - 29 June 2018, pp.106, (Summary Text)
Interval Estimation of Beta-Glucan Content of Yeast by Using Fuzzy Least Squares Modeling Approach
International Conference on Applied Mathematics in Engineering (ICAME 18), Balıkesir, Turkey, 27 - 29 June 2018, pp.105, (Summary Text)
A Comparative Study for Fuzzification of the Replicated Response Measures: Standard Mean vs. Robust Median
10th International Statistics Congress (ISC2017), 6 - 08 December 2017, (Summary Text)
An Application of Parameter Estimation with Genetic Algorithm for Replicated Response Measured Nonlinear Data Set: Modified Michaelis-Menten Model
10th International Statistics Congress (ISC2017), 6 - 08 December 2017, (Summary Text)
A Proposal Fuzzy Linear Modeling Approach Based on the Golden Ratio for Replicated Response Measures
37th National Operations Research and Industrial Engineering Congress, Turkey, 5 - 07 July 2017, (Summary Text)
Obtaining Point Estimates of Nonlinear Regression Model Parameters by Hybridization of Iterative and Direct Optimization Algorithms
3rd International Researchers, Statisticians and Young Statisticians Congress (IRSYSC-2017), 24 May 2014 - 26 May 2017, (Summary Text)
An Application of Multi-Objective Optimization Approach to Saponification Process
3rd International Researchers, Statisticians and Young Statisticians Congress (IRSYSC-2017), 24 - 26 May 2017, (Summary Text)
A Proper Method for Fuzzy Parameter Estimation of Linear Model with Replicated Response Measures
International Workshop on Mathematical Methods in Engineering-MME, 27 - 29 April 2017, (Summary Text)
Inferences on Fuzzy Linear Model Parameter Estimates by Using Bootstrap Method for Replicated Response Measures
International Workshop on Mathematical Methods in Engineering-MME, 27 - 29 April 2017, (Summary Text)
A Hybrid Compartment Model Approaches Based on Particle Swarm Optimization
Xth International Statistics Days Conference, 7 - 09 October 2016, (Full Text)
Evaluation of Two Compartment Model Parameter Estimates through Bootstrap Method
International Conference on Trends and Perspectives in Linear Statistical Inference, 22 - 25 August 2016, (Summary Text)
Estimation of compartment model parameters by combining genetic algorithm and Jackknife method
The 10th Tartu Conference on Multivariate Statistics, 28 June - 01 July 2016, (Summary Text)
Modeling of replicated response measures by using interval arithmetic
The 10th Tartu Conference on Multivariate Statistics, 28 June - 01 July 2016, (Summary Text)
Fuzzy Modeling for Replicated Response Measures by Using Type 2 Fuzzy Numbers
The 4th International Fuzzy Systems Symposium, 5 - 06 November 2015, pp.464-468, (Summary Text)
Artificial Intelligence Optimization Methods Application in Compartment Models
The Seventh International Conference on Mathematical Statistics (PROBASTAT 2015), 29 June - 03 July 2015, (Summary Text)
Yanıt Yüzey Problemlerinin Optimizasyonunda Metasezgisel Yöntemler
İstatistik ve Esnek Hesaplama Çalıştayı, Marmara Üniversitesi İstatistik Bölümü, Turkey, 20 - 22 January 2015, (Full Text)
Optimization of Compartment Models by Using Metaheuristic Approaches
International Conference on Trends and Perspectives in Linear Statistical Inference (LINSTAT 2014), 24 - 28 August 2014, pp.79, (Summary Text)
Analysis of Response Surface Problems in Statistical and Fuzzy Framework
Seminer (Karadeniz Teknik Üniversitesi Harita Mühendisliği Bölümü), 18 June 2014
Parameter Estimation in Series Process with Inverse Gaussian Distribution
9th International Statistics Day Symposium, Antalya, Turkey, 10 - 14 May 2014, (Summary Text)
A Stepwise Analysis for Improvement of Beta- Glucan Production in Statistical Point of View
9th International Statistics Day Symposium (ISDS’2014, IGS 2014), Antalya, Turkey, 10 - 14 May 2014, pp.7, (Summary Text)
Modeling Optimizing and Decision Making Stages for Multi Response Problems in Case of Correlated Responses
9th International Statistics Day Symposium (ISDS 2014), 10 - 14 May 2014, pp.40, (Summary Text)
Parameter Estimation in alpha Series Process with Inverse Gaussian Distribution
9th International Statistics Day Symposium (ISDS 2014), Antalya, Turkey, 10 - 14 May 2014, pp.56, (Summary Text)
Mixture of Marshall Olkin Bivariate Weibull and Block Basu Bivariate Weibull Distributions
9th International Statistics Day Symposium (ISDS 2014), 10 - 14 May 2014, pp.108, (Full Text)
A Stepwise Analysis for Improvement of Beta Glukan Production in Statistical Point of View
9th International Statistics Day Symposium (ISDS 2014), 10 - 14 May 2014, pp.7, (Summary Text)
Doğrusal Olmayan Yanıt Yüzey Problemlerinin Genetik Algoritma İle Optimizasyonu
Seminer (Marmara Üniversitesi İstatistik Bölümü), Turkey, 26 March 2014
Estimation of Fault Plane Parameters by Using Stochastic Optimization Methods
15th EU/ME Workshop Metaheuristics and Engineering, 24 - 25 March 2014, pp.71-76, (Full Text)
Parameter Estimation of Nonlinear Response Surface Models by Using Genetic Algorithm and Unscented Kalman Filter
2nd International Symposium on Chaos, Complexity and Leadership, 17 - 19 December 2013, (Summary Text)
Uncertainty Assessment of the Response Surface Model Parameters with Bayesian and Fuzzy Approaches
8. Uluslararası İstatistik Kongresi, 27 - 30 October 2013, pp.113-114, (Summary Text)
Bulanık Kümelemeye Dayalı Yerel Regresyon ve Otoregresif Modellerin Öngörüsüne Uygulanması
8. Uluslararası İstatistik Kongresi, 27 - 30 October 2013, pp.44-45, (Summary Text)
Modeling of Response Surfaces with Replicated Measures by Using Fuzzy Least Squares Regression and Switching Fuzzy C Regression
13th Annual ENBIS Conference, 15 - 19 September 2013, pp.44, (Summary Text)
Poisson Regression Analysis in the Presence of Measurement Error
2nd International Eurasian Conference on Mathematical Sciences and Applications (IECMSA-2013), Sarajevo, Bosnia And Herzegovina, 26 - 29 August 2013, pp.341-342, (Summary Text)
Poisson Regression Analysis in the Presence of Measurament Error
2nd International Eurasian Conference on Mathematics Sciences and Applications (IECMSA-2013), Sarajevo, Bosnia And Herzegovina, 26 - 29 August 2013, pp.341, (Summary Text)
Parameter Estimation in Geometric Process with the Inverse Gaussian Distribution
2nd International Eurasian Conference on Mathematics Sciences and Applications (IECMSA-2013), 26 - 29 August 2013, pp.339, (Summary Text)
Modeling and Optimization of Response Surface Problems in a Fuzzy Framework
Seminer (Lizbon Üniversitesi İstatistik ve Yöneylem Araştırması Bölümü), 26 June 2013
A Modeling Approach Based on Fuzzy Least Squares Method for Multi Response Experiments with Replicated Measures
International Symposium on Chaos, Complexity and Leadership, 20 - 22 December 2012, (Summary Text)
Multi objective portfolio optimization with Nondominated Sorting Genetic Algorithm II
8th International Symposium of Statistics, 11 - 13 October 2012, pp.377-378, (Summary Text)
Performance metrics for the fuzzy modified multi objective algorithms
8th International Symposium of Statistics, 11 - 13 October 2012, pp.374-376, (Summary Text)
Comparison of Multiobjective Algorithms Applied to Feature Selection
The Final Conference of COST Action IC0702, ROMA, Italy, 19 - 20 March 2012, (Full Text)
Assessment of an insurance problem as a multi objective optimization problem
15th International Congress on Insurance: Mathematics and Economics-IME, 14 - 17 June 2011, (Summary Text)
Çok Yanıtlı Yüzey Problemlerinde Bulanık Pareto Çözümlerin Bulanık Karar Verme Yaklaşımı İle Değerlendirilmesi
12th International Symposium on Econometrics Statistics and Operational Research ()12.EYİ, 26 - 29 May 2011, pp.70-81, (Full Text)
Obtaining Fuzzy Pareto Solutions of Fuzzy Multiresponse Surface Problems with Nondominated Sorting Genetic Algorithm II
7. Uluslararası İstatistik Kongresi, İSTKON 7, 28 April - 01 May 2011, pp.200-201, (Summary Text)
Multi objective approaches for feature selection problems
Seminer (Lizbon Teknik Üniversitesi Makine Mühendisliği Bölümü), 29 July 2010
Multi objective optimization of feature selection problems using fuzzy models
24th European Conference on Operational Research (EURO XXIV), 11 - 14 July 2010, pp.82, (Summary Text)
Tavlama Benzetimi Yöntemi İle Çok Yanıtlı Problemlerin Optimizasyonu
6. İstatistik Kongresi, Turkey, 29 April - 03 May 2009, pp.531-535, (Full Text)
Kalite Gelistirme Dual Yanıt Yüzey Analizine Tavlama Benzetimi Yaklaşımı
6. İstatistik Sempozyumu, Turkey, 28 - 30 August 2008, pp.214-220, (Full Text)
Uyarlanmış Tavlama Benzetimi Yöntemi İle Doğrusal Olmayan Fonksiyonların Çözümüne Sezgisel Yaklaşım
5. İstatistik Kongresi ve Risk Ölçüleri ve Yükümlülük Toplantısı, Turkey, 20 - 24 May 2007, pp.122-123, (Summary Text)
Yüzey Ölçümleri İle Deprem Kaynak Parametrelerinin Tahmininde Doğrusal Olmayan Optimizasyon Yöntemlerinin Etkinliği
4. İstatistik Kongresi, Turkey, 8 - 12 May 2005, pp.334-335, (Full Text)
Books
OPTİMİZASYON YÖNTEMLERİ ve MATLAB®, PYTHON, R UYGULAMALARI
Nobel Yayınevi, Ankara, 2023
Ankara Üniversitesi'nde Eğitim: Düşünce Atölyesi
Ankara Üniversitesi Yayınevi, 2023
Regresyonda Grup Değişkenler, Parametrelerine Göre Doğrusal Olmayan Modeller
in: Uygulamalı Regresyon Analizi, Yılmaz Akdi,Afşin Şahin, Editor, Nobel Yayınevi, Ankara, pp.1-648, 2016
Parameter Estimation of Nonlinear Response Surface Models by Using Genetic Algorithm and Unscented Kalman Filter
in: Chaos Complexity and Leadership 2014 Springer Proceedings in Complexity, Şefika Şule Erçetin, Editor, Springer, pp.393-401, 2016
A Modeling Approach Based on Fuzzy Least Squares Method for Multi-Response Experiments with Replicated Measures
in: Chaos Complexity and Leadership 2012 Springer Proceedings in Complexity, Santo Banerjee, Şefika Şule Erçetin, Editor, Springer, pp.153-158, 2014
Comparison of Multi-objective Algorithms Applied to Feature Selection
in: Towards Advanced Data Analysis by Combining Soft Computing and Statistics, CHRISTIAN BORGELT, MARIA ANGELES GİL, JOAO M.G. SOUSA, MICHEL VERLEYSEN, Editor, Springer, pp.359-375, 2013
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