Publications & Works

Articles Published in Journals That Entered SCI, SSCI and AHCI Indexes

Dynamic simulation metamodeling using MARS: A case of radar simulation

MATHEMATICS AND COMPUTERS IN SIMULATION, vol.124, pp.69-86, 2016 (Journal Indexed in SCI) identifier identifier

Dynamic Simulation Metamodeling Using MARS A case of Radar

Mathematics And Computers In Simulation, 2016 (Journal Indexed in SCI Expanded) identifier identifier

Precipitation Modeling by Polyhedral RCMARS and Comparison with MARS and CMARS

ENVIRONMENTAL MODELING & ASSESSMENT, vol.19, no.5, pp.425-435, 2014 (Journal Indexed in SCI) Sustainable Development identifier identifier

Determining Treatibility of Primary Teeth with Pulpal Exposure

JOURNAL OF CLINICAL PEDIATRIC DENTISTRY, vol.37, no.4, pp.345-350, 2013 (Journal Indexed in SCI) identifier

Determining Treatability of Primary Teeth with Pulpal Exposure

Journal Of Clinical Pediatric Dentistry, 2013 (Journal Indexed in SCI Expanded) identifier identifier

RCMARS: Robustification of CMARS with different scenarios under polyhedral uncertainty set

COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, vol.16, no.12, pp.4780-4787, 2011 (Journal Indexed in SCI) identifier identifier

A review of data mining applications for quality improvement in manufacturing industry

EXPERT SYSTEMS WITH APPLICATIONS, vol.38, pp.13448-13467, 2011 (Journal Indexed in SCI) identifier identifier

Estimating the neutral real interest rate in an emerging market economy

APPLIED ECONOMICS, vol.43, no.6, pp.683-693, 2011 (Journal Indexed in SSCI) identifier identifier

Small Response Surface Designs for Metamodel Estimation

European Journal Of Operational Research, 2003 (Journal Indexed in SCI Expanded) identifier identifier

Second-order experimental designs for simulation metamodeling

SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL, vol.78, no.12, pp.699-715, 2002 (Journal Indexed in SCI) identifier identifier

Articles Published in Other Journals

Refereed Congress / Symposium Publications in Proceedings

StreamMARS: A Streaming Multivariate Adaptive Regression Splines Algorithm

12th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2019), 14 - 16 December 2019

A Comparative Study on Learning to Rank with Computational Methods

IEEE International Conference on Big Data (IEEE Big Data), Massachusetts, United States Of America, 11 - 14 December 2017, pp.1898-1906 identifier

Application of bootstrap to likelihood ratio test to detect multiple changepoints in small time series data.

IFORS 2017: 21st Conference of the International Federation of Operational Research Societies, Qubec City, Canada, 17 - 21 July 2017

Detection performance of likelihood ratio test for change points based on bootstrap for AR 1 models

The 22nd International Conference on Computational Statistics, Oviedo, Spain, 23 - 26 August 2016

Statistical Modeling of Fluoride Release Profiles of Various Dental Restorative Materials in three Buffer Solutions

TechConnect World Innovation Conference, Expo and National Innovation Summit, 22 - 25 May 2016

Modeling Of Precipitation Amount Of Turkey By Multivariate Adaptive Regression Splines

International Conference on Information Complexity and Statistical Modeling in High Dimensions with Applications (IC-SMHD-2016, Kapadokya, Turkey, 18 - 21 May 2016

Statistical Modeling in High Dimensions with Applications Modeling of Precipitation Amount of Turkey by Multivariate Adaptive Regression Splines

IC-SMHD-2016 - International Conference on Information Complexity and Statistical Modeling in High Dimensions with Applications, 18 - 21 May 2016

Learning to Rank on Web Data by Using Multivariate Adaptive Regression Splines Technique

IC-SMHD-2016 - International Conference on Information Complexity and Statistical Modeling in High Dimensions with Applications, 18 - 21 May 2016

Image In Painting A Comparative Study with Related Techniques

IC-SMHD-2016 - International Conference on Information Complexity and Statistical Modeling in High Dimensions with Applications, 18 - 21 May 2016

Learning To Rank Application On Web Data By Using Conic Multivariate Adaptive Regression Splines Technique

International Conference on Information Complexity and Statistical Modeling in High Dimensions with Applications (IC-SMHD-2016), 18 - 21 May 2016

Veri Madenciliği ve Meteoroloji Finans ve Enerji Anlanlarında Uygulamaları

Veri Madenciliği ve Meteoroloji, Finans ve Enerji Anlanlarında Uygulamaları, Turkey, 20 May 2015

Precipitation Prediction by Hidden Markov Models

20th Conference of the International Federation of Operational Research Societies, 13 - 18 June 2014

SEASONAL VARIATION OF TURKEY: A CONSENSUS CLUSTERING APPROACH

10th International Conference on Fuzzy Logic and Intelligent Technologies in Nuclear Science (FLINS), İstanbul, Turkey, 26 - 29 August 2012, vol.7, pp.913-918 identifier identifier

EVALUATING THE CMARS PERFORMANCE FOR MODELING NONLINEARITIES

3rd Global Conference on Power Control and Optimization, Gold-Coast, Australia, 2 - 04 February 2010, vol.1239, pp.351-357 identifier identifier

Defect Cause Modeling with Decision Tree and Regression Analysis

Conference of the World-Academy-of-Science-Engineering-and-Technology, Cairo, Egypt, 8 - 10 December 2006, vol.17, pp.266-268 identifier

Books & Book Chapters

Determining the Climate Zones of Turkey by Center-Based Clustering Methods

in: Nonlinear and Complex Dynamics: Applications in Physical Biological and Financial Systems, J.A. Tenreiro Machado,Baleanu,D. and A. Luo, Editor, Springer, London/Berlin , London, pp.171-178, 2011