| A review of data mining applications for quality improvement in manufacturing industry G Köksal, I Batmaz, MC Testik Expert systems with Applications 38 (10), 13448-13467, 2011 | 538 | 2011 |
| Comparison of missing value imputation methods in time series: the case of Turkish meteorological data C Yozgatligil, S Aslan, C Iyigun, I Batmaz Theoretical and applied climatology 112, 143-167, 2013 | 219 | 2013 |
| CMARS: a new contribution to nonparametric regression with multivariate adaptive regression splines supported by continuous optimization GW Weber, I Batmaz, G Köksal, P Taylan, F Yerlikaya-Özkurt Inverse Problems in Science and Engineering 20 (3), 371-400, 2012 | 182 | 2012 |
| Clustering current climate regions of Turkey by using a multivariate statistical method C Iyigun, M Türkeş, İ Batmaz, C Yozgatligil, V Purutçuoğlu, EK Koç, ... Theoretical and applied climatology 114, 95-106, 2013 | 152 | 2013 |
| RCMARS: Robustification of CMARS with different scenarios under polyhedral uncertainty set A Özmen, GW Weber, İ Batmaz, E Kropat Communications in Nonlinear Science and Numerical Simulation 16 (12), 4780-4787, 2011 | 145 | 2011 |
| Small response surface designs for metamodel estimation I Batmaz, S Tunali European Journal of Operational Research 145 (2), 455-470, 2003 | 56 | 2003 |
| Precipitation modeling by polyhedral RCMARS and comparison with MARS and CMARS A Özmen, İ Batmaz, GW Weber Environmental Modeling & Assessment 19, 425-435, 2014 | 50 | 2014 |
| The new robust CMARS (RCMARS) method A Özmen, GW Weber, İ Batmaz vectors 1, 362-368, 2010 | 49 | 2010 |
| Adhesion to primary and permanent dentin and a simple model approach DC Can-Karabulut, FT Oz, B Karabulut, I Batmaz, O Ilk European journal of dentistry 3 (01), 32-41, 2009 | 37 | 2009 |
| Defect cause modeling with decision tree and regression analysis B Bakır, İ Batmaz, FA Güntürkün, İA İpekçi, G Köksal, NE Özdemirel International Journal of Industrial and Manufacturing Engineering 2 (12 …, 2008 | 36 | 2008 |
| Has the climate been changing in Turkey? Regional climate change signals based on a comparative statistical analysis of two consecutive time periods, 1950-1980 and 1981-2010 M Türkeş, C Yozgatlıgil, İ Batmaz, C İyigün, EK Koç, FM Fahmi, S Aslan Climate Research 70 (1), 77-93, 2016 | 35 | 2016 |
| Dealing with the least squares regression assumptions in simulation metamodeling S Tunali, I Batmaz Computers & industrial engineering 38 (2), 307-320, 2000 | 34 | 2000 |
| Linear regression modeling to compare fluoride release profiles of various restorative materials DC Can-Karabulut, İ Batmaz, H Solak, M Taştekin Dental Materials 23 (9), 1057-1065, 2007 | 30 | 2007 |
| Determining treatibility of primary teeth with pulpal exposure S Doğan, L Durutürk, AI Orhan, I Batmaz Journal of Clinical Pediatric Dentistry 37 (4), 345-350, 2013 | 24 | 2013 |
| Classification models based on Tanaka’s fuzzy linear regression approach: The case of customer satisfaction modeling G Şekkeli, G Köksal, I Batmaz, Ö Türker Bayrak Journal of Intelligent & Fuzzy Systems 21 (5), 341-351, 2010 | 22 | 2010 |
| Association of serum 25-hydroxyvitamin D concentrations with sleep phenotypes in a German community sample E Dogan-Sander, A Willenberg, İ Batmaz, C Enzenbach, K Wirkner, ... PloS one 14 (7), e0219318, 2019 | 21 | 2019 |
| Estimating the neutral real interest rate in an emerging market economy F Öğünç, İ Batmaz Applied Economics 43 (6), 683-693, 2011 | 20 | 2011 |
| A metamodeling methodology involving both qualitative and quantitative input factors S Tunali, I Batmaz European Journal of Operational Research 150 (2), 437-450, 2003 | 20 | 2003 |
| A data mining application to deposit pricing: Main determinants and prediction models İ Batmaz, S Danışoğlu, C Yazıcı, E Kartal-Koç Applied Soft Computing 60, 808-819, 2017 | 19 | 2017 |
| A computational approach to nonparametric regression: bootstrapping CMARS method C Yazıcı, F Yerlikaya-Özkurt, I Batmaz Machine Learning 101, 211-230, 2015 | 17 | 2015 |
