Published journal articles indexed by SCI, SSCI, and AHCI
Reducing errors-in-variables bias in linear regression using compact genetic algorithms
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION
, vol.85, no.16, pp.3216-3235, 2015 (SCI-Expanded)
A Genetic Algorithm Based Modification on the LTS Algorithm for Large Data Sets
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION
, vol.41, no.5, pp.644-652, 2012 (SCI-Expanded)
Articles Published in Other Journals
An Improved Cellular Genetic Algorithm with Machine-Coded Operators for Real-Valued Optimisation Problems
Journal of Engineering Research and Applied Science
, vol.13, no.1, pp.2500-2514, 2024 (Peer-Reviewed Journal)
How European Are You? Cultural Changes Of European Countries In The Last 20 Years With Survey Data
Pamukkale Üniversitesi Sosyal Bilimler Enstitüsü Dergisi
, vol.62, pp.295-315, 2024 (Peer-Reviewed Journal)
G20 Ülkelerinin Covid-19 Pandemisi ile Mücadele Performanslarının Çok Kriterli Karar Verme Yöntemleri ile Değerlendirilmesi
Ekoist journal of econometrics and statistics (Online)
, no.37, pp.27-52, 2022 (Peer-Reviewed Journal)
PERFORMANCE COMPARISON OF THE SPECIALIZED ALPHA MALE GENETIC ALGORITHM WITH SOME EVOLUTIONARY ALGORITHMS
Trakya Üniversitesi Sosyal Bilimler Dergisi
, vol.21, no.1, pp.55-82, 2019 (Peer-Reviewed Journal)
mcga: R Implementation of the Machine-coded Genetic Algorithms
British Journal of Mathematics & Computer Science
, no.20, pp.1-20, 2017 (Peer-Reviewed Journal)
Machine-coded genetic operators and their performances in floating-point genetic algorithms
International Journal of Advanced Mathematical Sciences
, vol.5, no.1, pp.8-19, 2017 (Peer-Reviewed Journal)
Fast Online detection of outliers using least-trimmed squares regression with non-dominated sorting based initial subsets
International Journal of Advanced Statistics and Probability
, no.3, pp.53-63, 2015 (Peer-Reviewed Journal)
RCaller: A Software Library for Calling R from Java
British Journal of Mathematics and Computer Science
, no.4, pp.2188-2196, 2014 (Peer-Reviewed Journal)
A New Algorithm for Detecting Outliers in Linear Regression
International Journal of Statistics and Probability
, vol.2, pp.101-109, 2013 (Peer-Reviewed Journal)
Machine Coded Genetic Algorithms For Real Parameter Optimization Problems
GAZI UNIVERSITY JOURNAL OF SCIENCE
, no.26, pp.85-95, 2013 (ESCI)
PURO: A Package for Unmasking Regression Outliers
GAZI UNIVERSITY JOURNAL OF SCIENCE
, no.24, pp.59-68, 2011 (Scopus)
Durağan Zaman Serilerinde Uygun ARMA Modelinin Genetik Algoritmalarla Bulunması ve İMKB Verileri Üzerine Bir Uygulama
İSTANBUL ÜNİVERSİTESİ İKTİSAT FAKÜLTESİ MECMUASI
, vol.57, no.1, pp.21-38, 2008 (Peer-Reviewed Journal)
Ekonometrik Modellerde Eksik Gölge Değişkenlerin Genetik Algoritmalar ile Tespit Edilmesi
İstanbul Üniversitesi Sosyal Bilimler Dergisi
, vol.1, pp.139-147, 2008 (Peer-Reviewed Journal)
Çoklu Regresyon Uçdeğerlerinin Teşhisçisi Olarak Çanta Çiziti
İstatistik Araştırma Dergisi
, no.5, pp.35-48, 2007 (Peer-Reviewed Journal)
EKK ve Bazı Dayanıklı Tahmincilerin Derinliklerinin Kirlenmeye Karşı Değişimlerinin İncelenmesi
İstatistik Araştırma Dergisi
, vol.4, pp.76-91, 2005 (Peer-Reviewed Journal)
Stock Market Forecasting: Artificial Neural Network and Linear Regression Comparison in an Emerging Market
Journal of Financial Management and Analysis
, vol.18, pp.18-36, 2005 (Peer-Reviewed Journal)
Refereed Congress / Symposium Publications in Proceedings
Ham verilerin genetik algoritmalarla ilişkisel veritabanlarına dönüştürülmesi
4. Uluslararası Yönetim Bilişim Sistemleri Konferansı, İstanbul, Turkey, 17 - 20 October 2017, pp.187
Reel sayılı genetik algoritmalarda makine kodlamalı genetik operatörlerin performanslarının diğer bazı genetik operatörlerle karşılaştırılması
17. ULUSLARARASI EKONOMETRİ, İSTATİSTİK VE YÖNEYLEM ARAŞTIRMASI SEMPOZYUMU, Sivas, Turkey, 2 - 04 June 2016, pp.1
Books & Book Chapters
Otomatik İlişkisel Veritabanı Tasarımı İçin Bir Yöntem Önerisi
in: Yönetim Bilişim Sistemlerinde Gündem, Gülsecen, S., Erol, Ç. S., Reis, Z. A., Gezer, M., Editor, Çağlayan Yayınevi, İstanbul, pp.189-202, 2018