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Prof.Dr. İNCİ BATMAZ
FACULTY OF ARTS AND SCIENCES
PublicationsResearchMembership & Awards
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Phone :  +90312210 2960
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Education

  Bachelor's, Middle East Technical University, Statistics
  Master's, Ege University, Computer Science
  Doctorate, Ege University, Computer Eng.

Publications (INTERNATIONAL)

Journal Papers

  A.1 İnci Batmaz & Semra Tunali, Second-Order experimental design for simulation metamodelling. "Simulation", 78, (2003), p.699-715.
  A.2 Inci Batmaz & Semra Tunali, A metamodelling methodology involving both qualitative and quantitative input factors. "European Journal of Operational Research", 150, (2003), p.437-450.
  A.3 İnci Batmaz & Semra Tunali, Small response surface designs for metamodel estimation. "European Journal of Operational Research", 145, (2003), p.455-470.
  A.4 D. Can-Karabulut, İ. Batmaz, H. Solak and M. Taştekin, Linear Regression Modeling to Compare Fluoride Release Profiles of Various Restorative Materials. "Dental Materials", 23, (2007), p.1057-1065.
  A.5 Can-Karabulut, D. C., F. T. Öz, Karabulut, B., İ. Batmaz and Ö. İlk, Adhesion to Primary and Permanent Dentin and a Simple Model Approach.. "European Journal of Dentistry", 3, (2009), p.32-41.
  A.6 Şikkeli, G., Köksal, G., Batmaz, İ., Türker-Bayrak, Ö., Classification Models Based on Tanaka’s Fuzzy Linear Regression Approach: The Case of Customer Satisfaction Modeling. "Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology", 21, (2010), p.341-351.
  A.7 Öğünç, F. and İ. Batmaz, Estimating the Neutral Real Interest Rate in an Emerging Market Economy. "Applied Economics", 43, (2011), p.683 – 693.
  A.8 Can-Karabulut, D., İ. Batmaz, M. Taştekin and H. Solak, Studying the Fluoride Recharge Profiles of Various Restorative Materials Using Linear Regression Modeling. "Clinical Dentistry and Research", 35, (2011), p.17-27.
  A.9 Weber, G.-W., Batmaz, İ., Köksal, G., Taylan, P., and F. Yerlikaya-Özkurt, A New Contribution to Nonparametric Regression with Multivariate Adaptive Regression Splines Supported by Continuous Optimisation. "Inverse Problems in Science and Engineering", 20, (2012), p.371–400.
  A.10 Köksal, G., Batmaz, İ., and M.C. Testik., A Review of Data Mining Applications for Quality Improvement in Manufacturing Industry. "Expert Systems with Applications", 38, (2012), p.13448-13467.
  A.11 Özmen, A., Weber, G.-W., Batmaz, İ., and Erik Kropat, RCMARS: Robustification of CMARS with Different Scenarios under Polyhedral Uncertainty Set. "Communications in Nonlinear Science and Numerical Simulation (CNSNS): Nonlinear, Fractional and Comp", 16, (2012), p.4780-4787.
  A.12 Köksal, G., Taşeli, A., Dolgun, L.E., and İ. Batmaz, The Effect of Inspection Error on Quality and Producer Losses: The Case of Nominal-the Best Type Quality Characteristic and Rework. "European Journal of Industrial Engineering (EJIE)", 7, (2013), p.497-528.
  A.13 İyigün, Türkeş, Batmaz, Yozgatlıgil, Purutçuoglu-Gazi, Kartal-Koc, Ozturk, Clustering Current Climate Regions of Turkey by Using a Multivariate Statistical Method. "Theoretical and Applied Climatology", 112, (2013), p.95-106.
  A.14 S. Doğan, L. Durutürk, A. Orhan, İ. Batmaz, Determining Treatability of Primary Theeth with Pulpal Exposure. "Journal of Clinical Pediatric Dentistry", 37, (2013), p.345-350.
  A.15 Kartal-Koç, E., İyigün, C., Batmaz, İ. and G.-W. Weber, Efficient Adaptive Regression Spline Algorithms Based on Mapping Approach with a Case Study on Finance. "Journal of Global Optimization", 60, (2014), p. 103-120.
  A.16 Özmen, A., Batmaz, İ., and G.-W. Weber, Precipitation Modeling by Polyhedral RCMARS and Comparison with MARS and CMARS. "Environmental Modeling and Assessment", 19, (2014), p.425-435.
  A.17 Yazıcı, C., Yerlikaya-Özkurt, F. and Batmaz, İ, A Computational Approach to Nonparametric Regression: Bootstrapping CMARS Method. "Machine Learning", 101, (2015), p.211-230.
  A.18 Bozağaç, D., Batmaz, İ., and H. Oğuztüzün., Dynamic Simulation Metamodeling Using MARS: A case of Radar.. "Mathematics and Computers in Simulation", 124, (2016), p.69-86.
  A.19 Türkeş,M., Yozgatlıgil,C Batmaz,İ., İyigün,C., Kartal-Koç,E., Fahmi,F. Aslan,S., 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.. "Climate Research", 70, (2016), p.77-93.
  A.20 BATMAZ İNCİ,DANIŞOĞLU SEZA,YAZICI CEYDA,KARTAL KOÇ ELÇİN, A data mining application to deposit pricing: Main determinants and prediction models. "APPLIED SOFT COMPUTING", 60, (2017), p.808-819.
 

Conference Papers

  A.1 B. Bakır, İnci Batmaz, F.A. Güntürkün, İ.A. İpekçi, G. Köksal, N. E. Özdemirel, Defect Cause Modeling with Decision Tree and Regression Analysis. "Enformatika: Proceedings of XVII. Int.Conf. on Computer and Information Science and Engineering", 17, (2006), p.266-269.
  A.2 E. Kaya, İ. Batmaz, B. Kuran, Modeling Complex Systems Using Linear and Nonlinear Regression Metamodels. "22nd European Conference on Operational Research", (2007), p.149.
  A.3 Batmaz, İ., A. İ. İpekçi, B. Bakır, M.C. Testik, N.E. Özdemirel, Defect Cause Modelling with Data Mining: Decision Trees and Neural Networks. "56th Session of the International Statistical Institute, Book of Abstracts", (2007), p.412.
  A.4 Köksal, G., M.C. Testik, F.A. Güntürkün, İ. Batmaz, Data Mining Applications in Quality Improvement: A Tutorial and a Literature Review. "22nd European Conference on Operational Research", (2007), p.148.
  A.5 Köksal, G., Batmaz, I., Kartal, E., Developing a Classification Model for Customer Satisfaction with a Driver’s Seat: A Comparative Case Study. "Proceedings of the 6th International Symposium on Intelligent and Manufacturing Systems", (2008), p.520-530.
  A.6 Ipekci, A. I., B. Bakir, İ. Batmaz, M. C. Testik,, Optimization of Casting Process Using Artificial Neural Networks. "International Conference on Multivariate Statistical Modeling and High Dimensional Data Mining", (2008), p.128.
  A.7 Özer, G., T. Kılıç, E. Kartal, İ. Batmaz, İ., Ö. Türker, G. Köksal, B. Türkşen, Nonparametric Improved Fuzzy Classifier Function Approach for Classification Based on Customer Satisfaction Survey Data. "23rd European Conference on Operational Research", (2009), p.63.
  A.8 Kartal-Koç, E. İ. Batmaz and G. Köksal, Multicriteria Optimisation for the Performance of Solid Rocket Motor. ". 23rd European Conference on Operational Research", (2009), p.251.
  A.9 Yerlikaya-Özkurt, F., P. Taylan, İ. Batmaz, G. Köksal and G. W. Weber, A Modification of MARS by Tikhonov Regularization and Conic Quadratic Programming for Modelling Quality Data. "23rd European Conference on Operational Research", (2009), p.299.
  A.10 Köksal, Anaklı, Batmaz, Yerlikaya, Testik, Kartal, Kayalıgil, Bakır, Karasakal, Comparison of Data Mining Algorithms for Classification and Prediction in Quality Improvement. "23rd European Conference on Operational Research", (2009), p.39.
  A.11 Dönmez, A., E. Kartal, İ. Batmaz and B. Kuran, Comparison of Linear and Robust Regression Methods for Metamodling Complex Systems. "23rd European Conference on Operational Research", (2009), p.299.
  A.12 Batmaz, İ. and E. Kartal-Koç, A Statistical Approach for Comparing Performances of Alternative Metamodels. "23rd European Conference on Operational Research", (2009), p.299.
  A.13 Özer, G., G., Köksal, İ. Batmaz, Ö. Türker-Bayrak, T. Kılıç and E. Kartal-Koç, Classification Models Based on Tanaka’s Fuzzy Linear Regression Approach: The Case of Customer Satisfaction Modeling. "1st International Fuzzy Systems Symposium Proceeding", (2009), p.233-240.
  A.14 İ. Batmaz, F. Yerlikaya-Özkurt, E. Kartal-Koç, G. Köksal and G. W. Weber, Evaluating the CMARS Performance for Modelling Nonlinearities. "Proceedings of the 3rd Global Conference on Power Control and Optimization", 1239, (2010), p.51-57.
  A.15 Yetere-Kurşun, A., Batmaz, İ., Comparison of Regression Methods by Employing Bootstrapping Methods.. "COMPSTAT2010: 19th International Conference on Computational Statistics.", (2010), p.92.
  A.16 Can-Karabulut, D. C., İ. Batmaz, H. Solak and M. Taştekin., Determining the Recharging Capacity of Dental Materials by Using Linear Regression Modeling.. "4th International Meeting on Methodological Issues In Oral Health Research.", (2010), p.33.
  A.17 Özmen, A., Weber, G. W., Batmaz, İ., The New Robust CMARS (RCMARS) Method. "XXIV.Mini EURO Conference on Optimization and Information-Based Technologies in the Financial Sector", (2010), p.362-368.
  A.18 Aslan, S., C. Yozgatligil, C. İyigün, İ. Batmaz, M. Türkeş, H. Tatlı., Comparison of Missing Value Imputation Methods for Turkısh Monthly Total Precipitation Data.. "9th International Conference Computer Data Analysis and Modeling: Complex Stochastic Data and System", 2, (2010), p.137-140.
  A.19 Özmen, A., Weber, G. W., Batmaz, I., Kropat, E., RCMARS: Robustification of CMARS with Different Scenarios under Polyhedral Uncertainty Sets.. "3rd Conference on Nonlinear Science and Complexity", CDROM, (2010), p.1-6.
  A.20 Fahmi, Kartal-Koç, İyigün, Türkeş, Yozgatlıgil, Purutcuoğlu, Batmaz, Köksal, Determining the Climate Zones of Türkiye by Center-Based Clustering Methods.. "3rd Conference on Nonlinear Science and Complexity.", (2010), p.1-4.
  A.21 Yazıcı, C., Yerlikaya-Özkurt, F., Batmaz, İ., New Software for Predictive Data Mining: The Conic Multivariate Adaptive Regression Splines (CMARS) Algorithm. "ERCIM’11:4th International Conference of the ERCIM Working Group on Computing and Statistics. London", (2011), p.115.
  A.22 Batmaz, İ., Yerlikaya-Özkurt, F., Yazıcı, C., A Computational Approach to nonparametric Regression: Bootstrapping the CMARS Method. "ERCIM’11:4th International Conference of the ERCIM Working Group on Computing and Statistics. London", (2011), p.115.
  A.23 Asar, Ö., Yozgatligil, C., Kartal, E., and İ. Batmaz., Analysis of Extreme Precipitation Events in Turkey. "7. Uluslararası İstatistik Kongresi (ISKON). Antalya", (2011), p.164-165.
  A.24 Fahmi, Kartal, İyigün, Yozgatlıgil, Çınar, Aslan, Zeynel, Türkeş, Batmaz, İklim Değişikliğinin Türkiye Üzerindeki Etkisinin Kümeleme Yöntemleri İle İncelenmesi. "Uluslararası Katılımlı Coğrafya Konferansı, İstanbul", (2011), p.CD ROM.
  A.25 Yazıcı, C., Purutcuoglu, V., Yozgatlıgil, C., Batmaz, İ., and K. Bayramoğlu., Homogeneity Analysis for Dependent Climate Data. "7. Uluslararası İstatistik Kongresi (ISKON). Antalya", (2011), p.194-195.
  A.26 Aykan, Kartal-Koç, Yozgatlıgil, İyigün, Purutçuoglu-Gazi, and Batmaz, Developing Precipitation Models for Continental Central Anatolia, Turkey.. "25th European Conference on Operational Research", (2012), p.208.
  A.27 Yazici, C., Yozgatlıgil, C., and İ. Batmaz., A Simulation Study on the Performances of Homogeneity Tests Applied in Meteorological Studies. "ICACM-International Conference on Applied and Computational Mathematics", (2012), p.93.
  A.28 Kartal-Koç, E., İyigun, C., Batmaz, İ., and G.-W. Weber., Reconstructing the Forward Step of CMARS by a Mapping Approach. "25th European Conference on Operational Research", (2012), p.235.
  A.29 Aykan, Kartal-Koc, Yozgatligil, Iyigun, Purutcuoglu and Batmaz, Developing precipitation models for continental central Anatolia, Turkey. "25th European Conference on Operations Research", (2012), p.204.
  A.30 Yetere-Kursun, A., İyigün, C., Yozgatlıgil, C., and İ. Batmaz, Seasonal Variation of Turkey: A Concensus Clustering Approach.. "FLINS 2012: The 10th International FLINS Conference on Uncertainty Modeling in Knowledge Engineering", (2012), p.CD.
  A.31 Akal, T., Purutcuoglu-Gazi, V., Batmaz, I., Kartal-Koc, E., Iyigun, Yozgatligil, Investigating the Seasonal Patterns of Continental Central Anatolia by Clustering. "25th Conference of European Chapter on Combinatorial Optimization", (2012).
  A.32 C. Yazıcı, V. Purutçuoğlu, C. Yozgatlıgil, C. İyigün, İ. Batmaz, Detection of Unreliable measurements in long-term time series via data mining techniques: case in Turkish climate data. "Proceedings of the Global Research of Industrial Eng. CD File_0704_Yazici", (2013), p.1-5.
  A.33 Aksoy, B., Purutçuoğlu, V., Batmaz, İ., and C. Yozgatligil., Modelling the Extreme Precipitation Data: Case Study from Turkey.. "26th European Conference on Operational Research-INFORMS.", (2013), p.221.
  A.34 S. Aslan, C. Iyigun, C. Yozgatligil, İ. Batmaz, Precipitation Forecasting: Assessment via Nonlinear Autoregressive Neural Network and Vector Autoregressive Models. "International IIE Conference", (2013), p.252.
  A.35 İyigun, C., Kartal Koç, E., and İ. Batmaz, A New Knot Selection Approach for Adaptive Regression Splines Based on a Nonlinear Mapping.. "26th European Conference on Operational Research-INFORMS.", (2013), p.354.
  A.36 Batmaz, İ., Kartal Koç, E., and C.Yazıcı., Comparison of Parametric and Nonparametric Statistical Models for Predicting Interest Rate.. "26th European Conference on Operational Research-INFORMS.", (2013), p.123.
  A.37 Batmaz, İ., and C. Yazıcı., Investigating the Performance of Bootstrapping Conic MARS (BCMARS) Method for Large Datasets.. "ENBIS 13: European Network for Business and Industrial Statistics", (2013), p.CD.
  A.38 Ergin, E., Arat, M.M., İyigun, C., and İ. Batmaz., Short - Term Electricity Load Forecasting via Nonparametric Prediction Methods,. "26th European Conference on Operational Research-INFORMS.", (2013), p.123.
  A.39 Batmaz, İ., Sivrikaya, N., Yazıcı, C., and C. Yozgatlıgil, Precipitation Prediction by Hidden Markov Models. "IFORS 2014: 20th Conference of the International Federation of Operational Research Societies", (2014), p.CD.
  A.40 Yetere-Kurşun, A. İyigün, C., and İ. Batmaz, Consensus Clustering of Time Series Data. "COMPSTAT 2014: 21st International Conference on Computational Statistics and 5th IASC World Conferen", (2014), p. 665-672.
  A.41 Yazıcı, C., Batmaz. İ. and C. Yozgatlıgil, A Bootstrap Application on the Standard Normal Homogeneity Test (SNHT) when there is not Highly Correlated Reference Series. "Proceedings of 60th World Statistics Congress-ISI", (2015), p.3597-3602.
  A.42 Yazıcı, C., Batmaz, İ. and C. Yozgatlıgil, The Precipitation Modeling of Aegean Region of Turkey with Multivariate Adaptive Regression Splines and Time Series Regression. "27th European Conference on Operational Research", (2015).
  A.43 Batmaz, İ., Yaman, N. and C. Yozgatlıgil, Modeling Daily Occurrence of Precipitation for Certain Regions of Turkey Using Hidden Markov Models (HMMs). "27th European Conference on Operational Research", (2015).
  A.44 Batmaz, İ. and F. Mahmut Fahmi, Response Variance Estimation in Personal Interview Surveys with Several Interviewer Allocation Schemes. "Proceedings of 60th World Statistics Congress-ISI", (2015), p.0-5.
  A.45 Ceyda Yazıcı, Ceylan Yozgatligil, İnci Batmaz, 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", (2017), p.14.
  A.46 İnci Batmaz, Pinar Karagoz, Gulsah Serdar, A Comparative Study on Learning to Rank with Computational Methods. "2017 IEEE International Conference on Big Data (BIGDATA)", (2017), p.USB.

Book and Chapter in a Book

  A.1 Batmaz, İ. and G. Köksal, Overview of Knowledge Discovery in Databases Process and Data Mining for Surveillance Technologies and EWS. "Surveillance Technologies and Early Warning Systems: Data Mining Applications for Risk Detection", (2010), p.1-30.
  A.2 Batmaz, İ. and G. Köksal, Overview of Knowledge Discovery in Databases Process and Data Mining for Surveillance Technologies and EWS. "Surveillance Technologies and Early Warning Systems: Data Mining Applications for Risk Detection", (2011), p.1-30.
  A.3 Fahmi, Kartal, İyigün, Türkeş, Yozgatlıgil, Purutcuoğlu, Batmaz, Köksal, Determining the Climate Zones of Turkey by Center-Based Clustering Methods . "Nonlinear and Complex Dynamics: Applications in Physical, Biological and Financial Systems", (2011), p.171-178.
  A.4 Kartal-Koç, E., Batmaz, İ., and G.-W. Weber, Robust Regression Metamodeling of Complex Systems: The Case of Solid Rocket Motor Performance Metamodeling. "Advances in Intelligent Modelling and Simulation: Simulation Tools and Applications", (2012), p.221-251.
  A.5 Yerlikaya-Özkurt, F., Batmaz, İ., and G.-W. Weber, A Review and New Contribution on Conic Multivariate Regression Splines (CMARS): A Powerful Tool for Predictive Data Mining. "Modeling, Dynamics, Optimization and Bioeconomics I", 73, (2014), p.695-722.

Publications (NATIONAL)

 

Journal Papers

  A.1 Köksal, G., İ. Batmaz, M. C. Testik and F. Güntürkün, İmalat Sektöründe Kalite İyileştirmede Veri Madenciliği Tekniklerinin Kullanımı. "Verimlilik Dergisi", 2, (2010), s.47-65.
  A.2 Aslan, S., Yozgatlıgil, C., İyigün, C., Batmaz, İ., and H. Tatlı, Meteorolojik Zaman Serilerinde Kayıp Veri Tahmin Yöntemlerinin Başarımlarının Korelasyon Boyutu Analiziyle Karşılaştırılması. "İstatistik Araştırma Dergisi", 8, (2011), s.55-67.
  A.3 Fahmi, Kartal-Koç,İyigün, Türkeş, Yozgatlıgil, Purutcuoğlu, Batmaz, Köksal, Türkiye İklim Bölgelerinin Hiyerarşik Kümeleme Yöntemi ile Belirlenmesi . "İstatistik Araştırma Dergisi", 8, (2011), s.13-25.
 

Conference Papers

  A.1 Yerlikaya., F., Taylan, P., Weber, G.W., Batmaz, İ., Gülser, K., Mars Algoritmasında Tikhonov Düzenlemesi ve Çok Amaçlı Optimizasyon Kullanımı. "Yöneylem Araştırması ve Endüstri Mühendisliği (YA/EM) 28. Ulusal Kongresi", (2008), s.71.
  A.2 Yerlikaya-Özkurt, F., İ. Batmaz, P. Taylan, G. Köksal, G. W. Weber, CMARS ile Doğrusal Olmayan Veri Yapılarının Modellenmesi. "YA/EM 09: Yöneylem Araştırması ve Endüstri Mühendisliği 29. Ulusal Kongresi", (2009), s.CDROM.
  A.3 Doğan, S., L. Durutürk, İ. Batmaz, T. Tinçer ve E. Yüzüak, Çürüğe Duyarlı ve Çürüğe Dirençli Çocuklarda Süt Dişi Minesinin Kristal Yapı Özellikleri. "16. Türk Pededonti Derneği Kongresi", (2009), s.70-71.
  A.4 Türker-Bayrak, Ö., G. Köksal, İ. Batmaz, T. Kılıç, G. Özer and E. Kartal-Koç, Bir Döküm Sürecinin Kalitesinin Bulanık Regresyon Yöntemi İle Modellenmesi. "YA/EM 09: Yöneylem Araştırması ve Endüstri Mühendisliği 29. Ulusal Kongresi", (2009), s.CDROM.
  A.5 Yozgatlıgil, C., Aslan, S., İyigün, C., Batmaz, İ., Türkeş, M., Tatlı, H., Zaman Serisinde Kayıp Veri Tamamlama Yöntemlerinin Karşılaştırılması: Türkiye İklim Verileri Üzerine Bir Uygulama.. "YAEM 2010: Yöneylem Araştırması ve Endüstri Mühendisliği 30. Ulusal Kongresi.", (2010), s.127.
  A.6 Köksal, G., Batmaz, İ., İmalat Sanayinde Kaliteli Ürün ve Süreç Geliştirme için Veri Madenciliği Yaklaşımları.. "İGS 2010: 7. İstatistik Günleri Sempozyumu.", (2010), s.80-82.
  A.7 Özmen, A., Weber, G. W., Batmaz, İ., RCMARS: Sağlam CMARS Yöntemi ve Sayısal bir Uygulama. "İGS 2010: 7. İstatistik Günleri Sempozyumu", (2010), s.59-60.
  A.8 Asar, Kartal, Aslan, Öztürk, Yozgatlıgil, Çınar, Batmaz, Köksal, Türkeş, Tatlı, 1950-2006 Yılları Arasındaki Türkiye Yağış Verilerinin Tanımlayıcı Veri Madenciliği Yöntemleri ile Analizi. " İGS 2010: 7.İstatistik Günleri Sempozyumu", (2010), s.77-79.
  A.9 Yozgatlıgil, C., Purutcuoğlu, V., Yazıcı, C., Batmaz, İ., Yağış Verilerinin Standart Normal Türdeşlik Testinin Kullanabilirliğinin Benzetim Yöntemi ile Değerlendirilmesi.. "İGS 2010: 7. İstatistik Günleri Sempozyumu", (2010), s.32-34.
  A.10 Fahmi, Kartal-Koç, İyigün, Türkeş, Yozgatlıgil, Purutcuoğlu, Batmaz, Köksal, Türkiye İklim Bölgelerinin Hiyerarşik Kümeleme Yöntemi ile Belirlenmesi. Fahmi, F, M., Kartal-Koç, E., İyigün, C., Türkeş, Mç, Yozgatlıgil, C., Purutcuoğlu, V., Batmaz, İ. Köksal, G.. "İGS 2010: 7. İstatistik Günleri Sempozyumu", (2010), s.37-38.
  A.11 Aslan, S., Yozgatlıgil, C., İyigün, C., Batmaz, İ., Tatlı, H., Doğrusal Olmayan Dinamik Zaman Serileri Analizi ve Korelasyon Boyutunun Kayıp Veri Atama Yöntemlerinde Başarım Ölçütü Olarak Kullanılması.. "İGS 2010: 7. İstatistik Günleri Sempozyumu.", (2010), s.100-102.
  A.12 Yozgatligil, C., Purutcuoglu, V., Yazıcı, C. and İ. Batmaz, Validity of Homogeneity Tests for Meteorological Time Series Data: A Simulation Study. "58th ISI World Statistics Congress Dublin, Ireland.", (2011).
  A.13 Özmen, A., Weber, G.-W. and İ. Batmaz, RCMARS – Sağlam CMARS Yöntemi ve Sayısal bir Uygulama. "7. İstatistik Günleri Sempozyumu (İGS’7 2011), Ankara", (2011), s.102-110.
  A.14 Batmaz, İ., Kartal Koç, E., and C. Yazıcı., Kredi Risk Hesaplamasında Bazı Veri Madenciliği Yöntemlerinin Karşılaştırılması.. "AİK: Birinci Araştırmacılar ve İstatistikçiler Konferansı, Hacettepe Üniversitesi", (2013), s.25.
  A.15 Yazıcı, C., Kartal Koç, E., and İ. Batmaz., Vadeli Mevduat Faizi Tahmini için Geliştirilen Parametrik Olmayan İstatistiksel Modellerin Karşılaştırılması.. "GİS: Birinci Genç İstatistikçiler Sempozyumu, Hacettepe Üniversitesi", (2013), s.48.
  A.16 Yozgatlıgil, C., Batmaz, İ. and N. Yaman, Modeling Precipitation Amounts for Certain Regions of Turkey by Hidden Markov Models (in Turkish). "YAEM: 35th National Congress of Operations Research and Industrial Engineering", (2015).
  A.17 Aslan, S., Yozgatlıgil, C., İyigün, C. and İ. Batmaz, Determining Different Regimes Using Nonlinear Time Series with a Threshold Value Model: An Application on Turkey Precipitation Data (in Turkish). "YAEM: 35th National Congress of Operations Research and Industrial Engineering", (2015).
  A.18 Yaman N., Yozgatlıgil, C. and İ. Batmaz, Developing Absence-Presence Models of Precipitation Data for Certain Regions of Turkey by Hidden Markov Models (in Turkish). "YAEM: 35th National Congress of Operations Research and Industrial Engineering", (2015).
 

Book and Chapter in a Book

  A.1 Batmaz, İ. and H. Ö. Ayhan, Introduction. "Recent Advances in Statistics", (2007), s.1-3.
  A.2 İ. Batmaz, Data Mining Applications on Manufacturing Data: A Casting Quality Improvement Case. "Recent Advances in Statistics", (2007), s.197-206.
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