Publications & Works

Journal articles indexed in SCI, SSCI, and AHCI
Articles Published in Other Journals
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)

Çanakkale'de Rüzgâr Enerji Santrali Kurulum Yerlerinin Mekânsal Analizi

V. Uluslararası Uygulamalı İstatistik Kongresi (UYİK-2024), İstanbul, Turkey, 21 - 23 May 2024, (Summary Text)

Türkiye’de Yer Alan Lisanslı Güneş Panellerine İlişkin Nokta Verilerinin Mekansal İstatistiklerle Analizi

V. Uluslararası Uygulamalı İstatistik Kongresi (UYİK-2024), Turkey, 21 - 23 May 2024, (Summary Text)

Veri Madenciliği ve Çok Ölçütlü Karar Verme Yöntemleri ile Bir Hibrit Sınıflandırma Yaklaşımı.

V. Uluslararası Uygulamalı İstatistik Kongresi (UYİK-2024), İstanbul, Turkey, 21 May 2024, pp.331-340, (Full Text)

Aralık Değerli Veriler için Merkez ve Aralık Yöntemi ile Altın Orana Dayalı Doğrusal Bir Modelleme Yaklaşımı

VII. INTERNATIONAL RESEARCHERS, STATISTICIANS AND YOUNG STATISTICIANS CONGRESS, İstanbul, Turkey, 02 November 2023, (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)

Antalya İli’nde Orman Yangınlarının Mekânsal İstatistiksel Yöntemler ile Analizi

1st ISTANBUL INTERNATIONAL GEOGRAPHY CONGRESS, İstanbul, Turkey, 20 - 22 June 2019, pp.615-630, (Full Text) Creative Commons License Sustainable Development

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)

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)

An Application of Multi-Objective Optimization Approach to Saponification Processes

3rd International Researchers, Statisticians and Young Statisticians Congress (IRSYSC-2017), Konya, Turkey, 24 - 26 May 2017, pp.236, (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)

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)
Books

Veri Analizi ve Madenciliği

Ankara Üniversitesi Yayınevi, Ankara, 2024

in: İki Değişkenli Regresyon Analizi ve Korelasyon. İşletme, İktisat ve Sosyal Bilimler İçin İstatistik (Excel, SPSS, R ve Matlab Uygulamalı), Seda Şengül ve Gülsen Kıral, Editor, Nobel Yayın Dağıtım, Ankara, pp.271-292, 2020

Statistical Inference for Two-Compartment Model Parameters with Bootstrap Method and Genetic AlgorithmJanuary 2018

in: Trends and Perspectives in Linear Statistical Inference” (LinStat2016),, Müjgan TEZ, Dietrich Von Rosen, Editor, springer, Cham, pp.241-257, 2018

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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115

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6

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3

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1

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7

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2

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13

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7

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5
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