Title: Prof. Dr.Department: Computer Engineering DepartmentPosition: Academic StaffEmail: ekorkmaz@cse.yeditepe.edu.trTelephone: +90 216 578 04 26Office: A-408Time: Full TimeAkademikResume Ph.D.: Computer Engineering, METU M.Sc.: Computer Engineering, METU B.Sc.: Computer Engineering, Bilkent University Courses GivenIntroduction to Artificial IntelligenceAutomata Theory and Formal Languages PublicationsPatents E.B.Dündar, E.E.Korkmaz,(2022) “A Method for Solving the Problem of Clustering Using Cellular Automata Based on Heat Transfer Process”, (U.S. Patent No.11,487,974). U.S. Patent and Trademark Office. E.E.Korkmaz, E.B.Dundar, Method For Solving The Problem of Clustering Using Cellular Automata Based on Heat Transfer Process. TÜRK PATENT VE MARKA KURUMU, No: TR 2016 197 02 B. 22 May 2020. Journal Papers Ç.Yeşil, E.E.Korkmaz, “A novel cellular automata-based approach for generating convolutional filters”, Machine Vision and Applications 34, 38 (2023). https://doi.org/10.1007/s00138-023-01389-z Özer, H., Korkmaz, E.E. (2022) "Transmorph: a transformer based morphological disambiguator for Turkish," Turkish Journal of Electrical Engineering and Computer Sciences: Vol. 30: No. 5, Article 15. https://doi.org/10.3906/elk-1300-0632.3912 Available at: https://journals.tubitak.gov.tr/elektrik/vol30/iss5/15. Rijnders, B., Korkmaz, E.E. & Yıldırım, F. "CNN for a Connectivity Based Epilepsy Diagnosis with Resting-state EEG". Medical and Biological Engineering and Computing, 60 (6), 1675-1689, published: 2022. Güneş S.S., Yeşil Ç, Gurdal E.E., Korkmaz E.E., Yarım M., Aydın A., Sipahi H., "Primum non nocere: In silico prediction of adverse drug reactions of antidepressant drugs", Computational Toxicology, Volume 18, 2021, 100165, ISSN 2468-1113, https://doi.org/10.1016/j.comtox.2021.100165. Orhun Uzun, Tuğba Usta, Enes burak Dündar, Emin Erkan Korkmaz. “A solution to the classification problem with cellular automata”, Pattern Recognition Letters, Volume: 116, Pages: 114-120, published: December 2018. Murat Kalender, M. Tolga Eren, Zonghuan Wu, Ozgun Cirakman, Sezer Kutluk, Gunay Gultekin, Emin Erkan Korkmaz. “Videolization: knowledge graph based automated video generation from web content”, Multimedia Tools and Applications, Volume: 77, Issue: 1, Pages: 567-595, Published: JAN 2018. Murat Kalender, Emin Erkan Korkmaz. “THINKER-Entity Linking System for Turkish Language”, IEEE Transactions on Knowledge and Data Engineering, Volume: 30, Issue: 2, Pages: 367-380, Published: FEB 1 2018. Enes Burak Dündar, Emin Erkan Korkmaz. “Data Clustering with Stochastic Cellular Automata”, Intelligent Data Analysis, Volume: 22, Issue: 4, Pages: 735-750, Published: June 2018. Murat Kalender, Emin Erkan Korkmaz. “Turkish Entity Discovery with Word Embeddings”, Turk J Elec Eng & Comp Sci, 25, (2017), 2388-2398. C.Yalkın, E.E.Korkmaz, “A Neural Network Based Selection Method for Genetic Algorithms”, Neural Network World – International Journal on Neural and Mass-Parallel Computing and Information Systems, Volume 22, Issue 6, pp. 495-510, 2012. E.E.Korkmaz, “Multi-Objective Genetic Algorithms for Grouping Problems”, Applied Intelligence, Volume 33, Issue 2, Page 179, 2010. Ender Ozcan, Burak Bilgin, Emin Erkan Korkmaz, “A Comprehensive Analysis of Hyper-heuristics.” Intelligent Data Analysis. March 2008, Vol.12, Number 1, Page(s): 3-23. Emin Erkan Korkmaz, Jun Du, Reda Alhajj, Ken Barker “Combining advantages of new chromosome representation scheme and multi-objective genetic algorithms for better clustering.” Intelligent Data Analysis. May 2006, Vol.10, Number 2, Page(s): 163- 182. Korkmaz, E.E.; Ucoluk, G. “A Controlled Genetic Programming Approach for the Deceptive Domain.” IEEE Transactions on Systems, Man and Cybernetics, Part B, Aug. 2004, Vol.34, Issue 4, Page(s): 1730- 1742. Conference Papers: Tuğba Usta, Enes burak Dündar, Emin Erkan Korkmaz. ” A Cellular Automata Based Classification Algorithm”, In Proceedings of the International Conference on Pattern Recognition Applications and Methods (ICPRAM 2019), 22-24 February 2019, Prague, Czech Republic, Pages:155-162. Ç.Yeşil, H.Türkyılmaz, E.E.Korkmaz, “A New Hybrid Local Search Algorithm on Bin Packing Problem”, 12th International Conference on Hybrid Intelligent Systems (HIS 2012), Pune, India, December 4-7 2012. İ.U.Bayındır, E.Mercan, E.E.Korkmaz, “A Hybrid Multi-Objective Genetic Algorithm for Bandwidth Multi-Coloring Problem”, 12th International Conference on Hybrid Intelligent Systems (HIS 2012), Dec 4-7 2012, Pune, India. Ç.Yeşil, B.Yılmaz, E.E.Korkmaz, “Hybrid Local Search Algorithms on Graph Coloring Problem”, In 11th International Conference on Hybrid Intelligent Systems (HIS 2011), Dec 5-8, 2011, Malacca, Malaysia. B.Yılmaz, E.E.Korkmaz, “Representation Issue In Graph Coloring”, 10th International Conference on Intelligent Systems Design and Applications (ISDA 2010), Nov 29 – Dec 1, 2010, Cairo, Egypt. Ozgur Ulker, Emin Erkan Korkmaz, Ender Ozcan. “A Grouping Genetic Algorithm Using Linear Linkage Encoding for Bin Packing” , 10th International Conference on Parallel Problem Solving From Nature, September 13-17, 2008 Dortmund, Germany. Lecture Notes in Computer Science, Volume 5199/2008, Springer Verlag, pp. 1140-1149, 2008 Emin Erkan Korkmaz, “A Two-Level Clustering Method Using Linear Linkage Encoding.” 2006 International Conference on Parallel Problem Solving From Nature, Lecture Notes in Computer Science, Volume 4193/2006, Springer-Verlag, 2006, pp. 681 – 690 Burak Bilgin, Ender Ozcan, Emin Erkan Korkmaz, “An Experimental Study on Hyper-Heuristics and Final Exam Scheduling.” The 2006 International Conference on the Practice and Theory of Automated Timetabling, August 2006, Brno/Czech Repulic. Lecture Notes in Computer Science, Volume 3867/2007, pp. 394-412,2007 Burak Bilgin, Ender Ozcan, Emin Erkan Korkmaz, “Hill Climbers in Hyperheuristics.” 2006 International Conference on Parallel Problem Solving From Nature, Lecture Notes in Computer Science, Volume 4193/2006, Springer-Verlag, 2006, pp. 202 – 211 Ozgur Ulker, Ender Ozcan, Emin Erkan Korkmaz, “Linear Linkage Encoding in Grouping Problems: Applications on Graph Coloring and Timetabling.” The 2006 International Conference on the Practice and Theory of Automated Timetabling, August 2006, Brno/Czech Repulic. Lecture Notes in Computer Science, Volume 3867/2007, pp. 347-363, 2007 Janaki Gopalan, Erkan Korkmaz, Reda Alhajj, Ken Barker, “Effective Data Mining by Integrating Genetic Algorithm into the Data Preprocessing Phase,” icmla, pp. 331-336, Fourth International Conference on Machine Learning and Applications (ICMLA’05), 2005. Jun Du, Erkan Korkmaz, Reda Alhajj, Ken Barker. “Alternative Clustering by Utilizing Multi-Objective Genetic Algorithm with Linked-List Based Chromosome Encoding.” IAPR International Conference on Machine Learning and Data Mining in Pattern Recognition (MLDM’05). Lecture Notes in Artificial Intelligence, Volume 3587/2005, Springer-Verlag, 2005, pp. 346 – 355 Jun Du, Erkan Korkmaz, Reda Alhajj, Ken Barker. “Novel Clustering Approach that Employs Genetic Algorithm with New Representation Scheme and Multiple Objectives.” 6th Int. Conf. on Data Warehousing and Knowledge Discovery (DAWAK’04), Lecture Notes in Computer Science, Volume 3181/2004, Springer-Verlag, 2004, pp. 219 – 233 Emin Erkan Korkmaz, Gokturk Ucoluk. “Design and Usage of a New Benchmark Problem for Genetic Programming.” Eighteenth International Symposium on Computer and Information Sciences (ISCIS’03). Lecture Notes in Computer Science, Volume 2869/2003, Springer-Verlag, 2003, pp. 561 – 567 Emin Erkan Korkmaz, Gokturk Ucoluk. “Controlled Genetic Programming Search for Solving Deceptive Problems.” In Porceedings of 2002 Genetic and Evolutionary Computation Conference Late Breaking Papers, July 11-13, 2002 New York, USA. Emin Erkan Korkmaz, Gokturk Ucoluk. “Genetic Programming for Grammar Induction.” In Porceedings of 2001 Genetic and Evolutionary Computation Conference Late Breaking Papers, July 9-11, 2001 San Francisco, California, USA. Emin Erkan Korkmaz, Gokturk Ucoluk. “Choosing A Distance Metric For Improving Automatic Word Categorization.” In Proceedings of NeMLaP3/CoNLL98 Workshop on New Methods in Language Processing and Computational Natural Language Learning, January 11-17, 1998 Sydney, Australia. Emin Erkan Korkmaz, Gokturk Ucoluk. “A Method For Improving Automatic Word Categorization.” In Proceedings of ACL/EACL Workshop on Computational Natural Language Learning, July 11, 1997 Madrid, Spain. Tevfik Aytekin, Emin Erkan Korkmaz, Halil Altay Guvenir. “An Application of Genetic Programming to the 4-Op Problem Using Map-Trees.” In Proceedings of the workshop on Evalutionary Computation In Association with 7th Australian Joint Conference on Artificial Intelligence. Xin Yao (Ed.), Armidale, Australia, (November 1994), 28-40.
