I am the Founder/Managing Director of Datart and an Associate Professor of Industrial Engineering at Ozyegin University. I received my B.S. (2002) from Bilkent University and M.S. (2004) from Sabanci University, both in Industrial Engineering, and Ph.D. (2009) from the University of Florida in Industrial and Systems Engineering with a minor in Computer and Information Science and Engineering. I had worked as an Assistant Professor of Industrial Engineering at the University of Houston from 2009 to 2013 and as a Director/Distinguished Scientist at Optym from 2019 to 2021.
S. Saedi and O. E. Kundakcioglu, Handbook of Combinatorial Optimization, 2nd Ed., P. M. Pardalos, D.-Z. Du, and R. Graham, Eds., Springer, 2013, ch. Combinatorial optimization in data mining, pp. 595–630.
M. H. Poursaeidi, M. Samorani, and O. E. Kundakcioglu, "Offshore Wind Farm Layout Optimization: What is the Hype?," in Proceedings of the Industrial and Systems Engineering Research Conference, ID: 952, 2013.
A. Viacaba, M. H. Poursaeidi, and O. E. Kundakcioglu, "Natural gas price forecasting via selective support vector regression," in Proceedings of the Industrial and Systems Engineering Research Conference, ID: 645, 2012.
O. E. Kundakcioglu and P. M. Pardalos, Clustering Challenges in Biological Networks, W. A. Chaovalitwongse, S. Butenko, and P. M. Pardalos, Eds., World Scientific, 2009, ch. The complexity of feature selection for consistent biclustering, pp. 257–266.
O. E. Kundakcioglu and P. M. Pardalos, Lectures on Global Optimization. American Mathematical Society, 2009, Fields Institute Communications Series, P. M. Pardalos and T. F. Coleman, Eds., vol. 55, ch. Optimization in biomedical research, pp. 155–182.
O. E. Kundakcioglu and S. Alizamir, Encyclopedia of Optimization, second edition, C. A. Floudas and P. M. Pardalos, Eds., Springer, 2009, ch. Generalized assignment problem, pp. 1153–1162.
O. Seref, O. E. Kundakcioglu, and M. Bewernitz, Encyclopedia of Healthcare Information Systems, N. Wickramasinghe and E. Geisler, Eds., IDEA Group Inc., 2008, ch. Support vector machines in neuroscience, pp. 1283–1293.
O. Seref and O. E. Kundakcioglu, "Multiple instance classification with relaxed support vector machines," in Proceedings of the 3rd INFORMS Workshop on Data Mining and Health Informatics, J. Li, D. Aleman, and R. Sikora, Eds., 2008.
O. E. Kundakcioglu and P. M. Pardalos, "A branch and bound algorithm for multiple instance classification," in Proceedings of the 2008 International Conference on Machine Learning; Models, Technologies and Applications (MLMTA), H. R. Arabnia and Y. Mun, Eds., vol. 2, 2008, pp. 865–869.
O. Seref, O. E. Kundakcioglu, and P. M. Pardalos, "Selective linear and nonlinear classification," in Data Mining and Mathematical Programming, ser. CRM Proceedings and Lecture Notes, P. M. Pardalos and P. Hansen, Eds., vol. 45, American Mathematical Society, 2008, pp. 211–234.
O. Seref, C. Cifarelli, O. E. Kundakcioglu, P. M. Pardalos, and M. Ding, "Detecting categorical discrimination in a visuomotor task using selective support vector machines," in Proceedings of the 2007 International Conference on Bioinformatics & Computational Biology (BIOCOMP), H. R. Arabnia, M. Q. Yang, and J. Y. Yang, Eds., vol. 2, 2007, pp. 580–587.
O. E. Kundakcioglu, K. Bulbul, T. Ünlüyurt, K. Kilic, and O. Ercetin, "Minimum power multicasting with delay bound constraints in ad hoc wireless networks," in New Trends in Computer Networks, ser. Advances in Computer Science and Engineering: Reports. Imperial College Press, 2005, pp. 252–263.
Edited Books and Special Issues
H. Yang, O. E. Kundakcioglu, and D. Zeng, "Healthcare data analytics," Information Systems and e-Business Management, vol. 13, no. 4, pp. 595–597, 2015.
H. Yang and O. E. Kundakcioglu, "Healthcare intelligence: Turning data into knowledge," IEEE Intelligent Systems, Trends & Controversies, vol. 29, no. 3, pp. 54–56, 2014.
H. Yang, D. Zeng, and O. E. Kundakcioglu, Eds. Proceedings of the 7th INFORMS Workshop on Data Mining and Health Informatics, 2012.
O. E. Kundakcioglu, T. Ünlüyurt, and G. Ulusoy, "Preface," Optimization Letters, vol. 6, no. 6, pp. 1035–1037, 2012.
O. E. Kundakcioglu, M. Sanguineti, and T. B. Trafalis, "Guest editorial," Computational Management Science, vol. 6, no. 1, pp. 1–3, 2009.
O. Seref, O. E. Kundakcioglu, and P. M. Pardalos, Eds., Data mining, systems analysis, and optimization in biomedicine, no. 953, American Institute of Physics, 2008.