International Refereed Journals

A. F. Alkaya, E. Duman, “An Application of the Sequence Dependent Traveling Salesman Problem in Printed Circuit Board Assembly”, Transactions on Components, Packaging and Manufacturing Technology, Vol.3, Issue 6, pp. 1063-1076, 2013.

Y. Sahin, S. Bulkan, E. Duman, “A cost-sensitive decision tree approach for fraud detection”, Expert Systems with Applications, vol. 40, issue 15, pp. 5916-5923, 2013.

A. N. Ceranoglu, E. Duman, “VRP12 (Vehicle routing problem with distances one and two) with side constraints”, International Journal of Production Economics, vol. 144, issue.2, pp. 461-467, 2013.

E. Duman, M. Uysal, A.F. Alkaya, “Migrating Birds Optimization: A new metaheuristic approach and its performance on quadratic assignment problem”, Information Sciences, vol 217, pp. 65-77, 2012.

E. Duman, Y. Ekinci, A. Tanriverdi, “Comparing alternative classifiers for database marketing: the case of imbalanced datasets”, Expert Systems with Applications, vol. 39, pp. 48-53, 2012.

E. Duman, M. H. Ozcelik, “Detecting credit card fraud by genetic algorithm and scatter search”, Expert Systems with Applications, vol.38, pp. 13057-13063, 2011.

A. F. Alkaya, E. Duman, “A New Generalization of the Traveling Salesman Problem”, Applied and Computational Mathematics, Vol. 9, No. 2, 162-175, 2010.

E. Duman, “An application of the multiple TSP in printed circuit board assembly”, JOL – Journal of Operations and Logistics, Vol. 2, Issue 3, 2009. III.1-III.9.

A. F. Alkaya, E. Duman, A. Eyler, “Assembly time minimization for an electronic component placement machine,” WSEAS Transactions on Computers, Vol. 7, Issue. 4, pp. 326-340, 2008.

E. Duman, M. B. Yıldırım, A.F. Alkaya, “Scheduling continuous aluminum lines,” International Journal of Production Research, Vol. 46, No. 20, 5701-5718, 2008.

M.B. Yıldırım, E. Duman, D. Duman, C. Cetinkaya, “Allocation of component types to machines in the automated assembly of printed circuit boards”, Journal of Computers, Vol.2, Issue.7, pp.11-19, 2007.

M.B. Yıldırım, E. Duman, K. Krishna and K. Senniappan, “Parallel machine scheduling with load balancing and sequence dependent setups,” International Journal of Operations Research, Vol. 4, No.1, pp. 42-49, 2007.

E. Duman, “Modeling the operations of a component placement machine with rotational turret and stationary component magazine,” Journal of the Operational Research Society, Vol. 58, pp. 317-325, 2007.

E. Duman, “Decision making by simulation in a parcel transportation company,” Journal of the Franklin Institute, Vol. 344, No. 5, pp. 672-683, 2007.

E. Duman and I. Or, “The quadratic assignment problem in the context of the printed circuit board assembly process,” Computers and Operations Research, Vol. 34 pp.163-179, 2007.

M. B. Yıldırım, E. Duman and D. Duman, “Dispatching rules for allocation of component types to machines in automated assembly of printed circuit boards,” The 21^st International Symposium on Computer and Information Sciences, Istanbul, Nov 1-3, 2006, published as Springer-Verlag LNCS 4263, pp. 55-64.

E. Duman, “A note on ‘balancing printed circuit board assembly line systems’,” International Journal of Production Research, Vol. 43 No.18, pp. 3955-3957, 2005.

E. Duman, M. H. Özçelik, A. N. Ceranoglu, “A TSP (1,2) Application Arising in Cable Assembly Shops,” Journal of the Operational Research Society, Vol.56, No.6, pp.642-648, 2005.

E. Duman and I. Or, “Precedence Constrained TSP Arising in Printed Circuit Board Assembly,” International Journal of Production Research, Vol.42 No.1, pp. 67-78, 2004.

Y. Barlas, K. Cirak and E. Duman, “Dynamic Simulation for Strategic Insurance Management,” System Dynamics Review, Vol.16, No.1, pp.43-58, Spring 2000.

Books Edited

Duman, E. and Atiya, A. (editors). Use of Risk Analysis in Computer-Aided Persuasion.  NATO Science for Peace and Security Series E: Human and Societal Dynamics – Vol. 88, ISBN: 978-1-60750-827-4, IOS Press, 2011.

Book Chapters

E. Duman and Y. Sahin, “A Comparison of Classification Models on Credit Card Fraud Detection with respect to Cost-Based Performance Metrics”, Use of Risk Analysis in Computer-Aided Persuasion, NATO Science for Peace and Security Series E: Human and Societal Dynamics – Vol.88, E. Duman and A. Atiya (Eds.), pp. 88-99, IOS Press, 2011.

M. H. Ozcelik and E. Duman, “Preventing internet banking fraud and money laundering using customer trustability index”, Web Intelligence and Security, NATO Science for Peace and Security Series D: Information and Communication Security – Vol.27, M. Last and A. Kandel (Eds.), pp. 109-122, IOS Press, 2010.

E. Duman and A. Buyukkaya, “Money laundering detection using data mining,” Mining Massive Data Sets for Security, NATO ASI Book Series, F. Fogelman-Soulie et al. (Eds.), pp. 287-294, IOS Press, 2008.

Proceedings of International Conferences

E. Duman, A. Buyukkaya and I. Elikucuk, “A novel and successful credit card fraud detection system Implemented in a Turkish Bank”, Proceedings IEEE 13th International Conference on Data Mining Workshops (ICDM 2013), Dallas, Texas, December 7 – 10, 2013. (got the best data mining application award)

E. Duman, I. Elikucuk, “Solving credit card fraud detection problem by the new metaheuristics migrating birds optimization”, Proceedings of IWANN – International Work Conference on Neural Networks, Puerto de la Cruz, Tenerife, June 12 – 14, 2013.

E. Duman, I. Elikucuk, “Applying migrating birds optimization to credit card fraud detection”, Proceedings of Workshop on Bioinspired Data Mining, Gold Coast, Australia, April 14-17, 2013.

Y. Sahin, E. Duman, “Detecting Credit Card Fraud by ANN and Logistic Regression”, Proceedings of INISTA 2011, Istanbul, June 15-18, 2011.

E. Duman, M. Uysal, A. F. Alkaya, “Migrating Birds Optimization: A New Meta-heuristic Approach and Its Application to the Quadratic Assignment Problem” in C. Di Chio et al. (Eds.): EvoApplications 2011, Part I, LNCS 6624, pp. 254–263, 2011.

Y. Sahin, E. Duman, “Detecting Credit Card Fraud by Decision Trees and Support Vector Machines”, Proceedings of IMECS 2011, pp. 442-447, Hong Kong, March 16-18, 2011.

E. Duman, A. F. Alkaya, H. Demirkale, “Optimizing the Operations of Chip Shooter Machines”, Proceedings of META2010, Djerba Island, Tunisia, October 27-31, 2010.

H. Demirkale, E. Duman, A. F. Alkaya, “Exact and Metaheuristic Approaches for Optimizing the Operations of Chip Mounter Machines”, Proceeding of CISIM 2010, pp. 120-125, Cracow, Poland, October 8-10, 2010.

B. M. Kiyicigi, E. Duman, A. F. Alkaya, “Finding Best Performing Solution Algorithm for the QAP”, Proceedings of IMS2010, Sarajevo, Bosnia Herzegovina, September 15-17, 2010.

M. H. Ozcelik, E. Duman, M. Isik and T. Cevik, “Improving a credit card fraud detection system using genetic algorithm”, Proceedings of the 2010 International Conference on Networking and Information Technology, pp. 436-440, Manila, Philippines, June 11-12, 2010.

A. Tanriverdi, Y. Ekinci, E. Duman, N. M. Kan and F. Yucel, “Training alternative classifiers for direct marketing: the case of imbalanced datasets”, Proceedings of the 1st International Symposium on Computing in Science & Engineering, pp. 243-249, Kusadasi, Aydin, Turkey, June 3 -5, 2010.

E. Duman and A. F. Alkaya, “Defining a new variant of the traveling salesman problem”, Proceedings of the selected AAS (Applied Automatic Systems) 2009 papers, pp. 121-124, Ohrid, Macedonia, September 26-29, 2009. (was the session chair)

A. F. Alkaya, E. Duman, “A literature survey of the operation optimization in chip shooter placement machines”, Proceedings of PICMET 2009, pp. 3296-3306, Oregon, USA, August 2-6, 2009.

E. Duman, “Online CRM”, Proceedings of the Iadis International Conference Information Systems 2009, pp. 477-480, Barcelona, Spain, February 25-27, 2009.

A. F. Alkaya, E. Duman, “Heuristics for a generalization of TSP in the context of PCB assembly”, Proceedings of the International Conference on Prospects for Research in Transport and Logistics, Istanbul, Turkey, February 12-14, 2009. (was the session chair)

A. N. Ceranoğlu, E. Duman, “Optimizing crimping operations in cable assembly shops”, Proceedings of the 12^th WSEAS International Conference on Applied Mathematics, pp. 367-370, Cairo, Egypt, December 29-31, 2007. (was the session organizer and the chair)

A. F. Alkaya, E. Duman, “Assembly time minimization of a particular placement machine”, Proceedings of the 12^th WSEAS International Conference on Applied Mathematics, pp. 383-388, Cairo, Egypt, December 29-31, 2007. (was the session organizer and the chair)

E. Duman, “Iterative solution of placement sequencing and feeder configuration problems in printed circuit board assembly”, IFAC Symposium on Computational Economics & Financial and Industrial Systems – CEFIS’07, Istanbul, 9-11 October, 2007 (was the session chair).

A. N. Ceranoğlu, E. Duman, M.H. Özçelik, “A TSP(1,2) application arising in cable assembly shops – a new heuristic approach”, IFAC Symposium on Computational Economics & Financial and Industrial Systems – CEFIS’07, Istanbul, 9-11 October, 2007.

E. Duman, “Constrained multiple TSP in the context of printed circuit board assembly,” Proceedings of the International Conference on  Industrial Engineering and Systems Management, pp. 9-13, Beijing, China, May 30 – June 2, 2007.

E. Duman, “Comparison of decision tree algorithms in identifying bank customers who are likely to buy credit cards”. Seventh International Baltic Conference on Databases and Information Systems, Proceedings of the Workshop on Information technologies for Business, Kaunas, Lithuania, pp.71-81. July 3-6, 2006.

E. Duman, “Turkish Cashier Problem: a new application of the traveling salesperson problem”. Proceedings of the 35^th International Conference on Computers and Industrial Engineering, Istanbul, Turkey, pp. 537-542. June 19-22, 2005.

Y. Erensal and E. Duman, “An experimental analysis of human factors on the system performance”. Proceedings of the 35^th International Conference on Computers and Industrial Engineering, Istanbul, Turkey, pp. 637-642. June 19-22 2005.

A.N. Ceranoğlu, E. Duman and M.H. Ozcelik “Operations sequencing in a cable assembly shop”. Proceedings of the 35^th International Conference on Computers and Industrial Engineering, Istanbul, Turkey, pp. 411-416. June 19-22 2005.

E. Duman and B. Sennaroglu, “Operations simulation in a cargo transportation company”, Proceedings of the First International Conference on Modeling, Simulation and Applied Optimization – ICMSAO 2005, Sharjah, United Arab Emirates, February 1-3, 2005 (was the session chair).

E. Duman and A. N. Ceranoglu, “Automated assembly of printed circuit boards: Iterative solution of placement sequencing and feeder configuration problems”, Proceedings of the Third Triennial International Conference on Applied Automatic Systems, Ohrid, Republic of Macedonia, September 18-20, 2003.

E. Duman and I. Or, “Multiple Travelling Salesman Problem in Printed Circuit Board Assembly,” Proceedings of the International Conference on Engineering Technology Research, pp. 9-13, Vanderbijlpark, August 14-15, 2002.

E. Duman and I. Or, “Designing Printed Circuit Boards with the Objective of Minimizing Assembly Time,” Proceedings of the Second International Conference on Responsive Manufacturing, pp.454-457, Gaziantep, June 26-28, 2002.

E. Duman and İ. Or, “Allocation of Component Types to Machines in Automated Production of Printed Circuit Boards,” Proceedings of the Second International Symposium on Intelligent Manufacturing Systems, v. 2, pp.883-896, SakaryaUniversity, 1998.

E. Duman, E. Balibek, A. Firat and Y. Barlas, “A Dynamic Feedback Model of an Insurance Company,” Proceedings of the 15^th International System Dynamics Conference, pp. 685-688, Istanbul, August 19-22, 1997.

Y. Barlas, E. Duman, K. Cirak and G. Uzunosmanoglu, “System Dynamics Approach to Problem Solving in an Insurance Company,” Proceedings of the 15^th International System Dynamics Conference, pp. 689-692, Istanbul, August 19-22, 1997.

I. Or and E. Duman, “Optimization Issues in Automated Production of Printed Circuit Boards: Operations Sequencing, Feeder Configuration and Load Balancing Problems,” Proceedings of the Fourth International Conference on Control, Automation, Robotics and Vision (ICARCV’96), Singapore, 3-6 December 1996.

I. Or and E. Duman, “Optimization Issues in Automated Production of Printed Circuit Boards: Operations Sequencing and Feeder Configuration Problems,” Proceedings of the Conference on Emerging Technologies and Factory Automation ETFA 96, pp.227-232, IEEE Industrial Electronics Society, Hawaii, 1996.

I. Or and E. Duman, “Optimization Issues in Automated Production of Printed Circuit Boards: Operations Sequencing, Feeder Configuration and Load Balancing Problems,” Proceedings of the Workshop on Production Planning and Control, Mons, Belgium, pp.165-170, 9-11 September 1996.

E. Duman and I. Or, “Optimization Problems in Automated Assembly of PCBs (in Turkish),” OR/IE 96 Bildiriler Kitabı, p.274-277, Istanbul, 1996.