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Papers | Doctoral Dissertations | Master's Theses | Conference presentations and slides | Reports | Student projects

Papers

3000

P[KOKxx] J. Kokkala, K. Berg, K. Virtanen and J. Poropudas: Rationalizable strategies in games with incomplete preferences Theory and Decision, DOI: 10.1007/s11238-018-9681-9 (View at publisher)

2016

P[HAR16] M. Harju, K. Virtanen, and J. Poropudas: Simulation Metamodeling Using Dynamic Bayesian Networks with Multiple Time Scales Proceedings of the 9th EUROSIM Congress on Modelling and Simulation, Oulu, Finland, September 12-16, 2016, pp. 572-578

2013

P[POU13] J. Pousi, J. Poropudas and K. Virtanen: Simulation metamodelling with Bayesian networks Journal of Simulation, Vol. 7, No. 4, 2013, pp. 297-311

2011

P[POR11a] J. Poropudas and K. Virtanen: Simulation Metamodeling with Dynamic Bayesian Networks European Journal of Operational Research, Vol. 214, No. 3, pp. 644-655.
P[POR11b] J. Poropudas, J. Pousi and K. Virtanen: Multiple Input and Multiple Output Simulation Metamodeling using Bayesian Networks Proceedings of the 2011 Winter Simulation Conference, Phoenix, AZ, Dec. 11.-14.2011, pp. 569-580.

2010

P[POR10a] J. Poropudas and K. Virtanen: Game Theoretic Validation and Analysis of Air Combat Simulation Models IEEE Transaction on Systems, Man, and Cybernetics - Part A: Systems and Humans, Vol. 40, No. 5, pp. 1057-1070.
P[POR10b] J. Poropudas and K. Virtanen: Simulation Metamodeling in Continuous Time Using Dynamic Bayesian Networks Proceedings of the 2010 Winter Simulation Conference, Baltimore, MD, Dec. 3.-5.2010, pp. 935-946. (Slides)
P[POU10] J. Pousi, J. Poropudas and K. Virtanen: Game Theoretic Simulation Metamodeling Using Stochastic Kriging Proceedings of the 2010 Winter Simulation Conference, Baltimore, MD, Dec. 3.-5.2010, pp. 1456-1467.

2009

P[POR09a] J. Poropudas and K. Virtanen: Game Theoretic Validation of Air Combat Simulation Models Proceedings of the 2009 IEEE International Conference on Systems, Man, and Cybernetics, San Antonio, TX, USA, 11.-14.10.2009, pp. 3243-3250. (Slides)
P[POR09b] J. Poropudas and K. Virtanen: Influence Diagrams in Analysis of Discrete Event Simulation Data Proceedings of the 2009 Winter Simulation Conference, Austin, TX, USA, 13.-16.12.2009, pp. 696-708.Slides

2007

P[POR07] J. Poropudas and K. Virtanen: Analyzing Air Combat Simulation Results with Dynamic Bayesian Networks Proceedings of the 2007 Winter Simulation Conference, Washington DC, USA, 9.-12.12.2007, pp. 1370-1377. (Slides)

Doctoral Dissertations

2011

T[POR11] Poropudas, Jirka: Bayesian networks, influence diagrams, and games in simulation metamodeling (View at publisher)

Master's Theses

2011

T[POR11] Jirka Poropudas: Kalman Filter Algorithm for Rating and Prediction in Basketball (Master's Thesis in Statistics at Faculty of Social Sciences at University of Helsinki)

2005

T[POR05] Jirka Poropudas: Game Theoretic Analysis of an Air Combat Simulation Model (in Finnish)

Conference presentations and slides

2016

C[HAR16] M. Harju, K. Virtanen, and J. Poropudas: Simulation Metamodeling Using Dynamic Bayesian Networks with Multiple Time Scales 9th EUROSIM Congress on Modelling and Simulation, September 12-16, 2016, Oulu, Finland

2013

C[POR13] J. Poropudas, J. Pousi, and K. Virtanen: Simulation Metamodeling using Bayesian Networks EURO 2012, Vilnius, 8.-11.7.2012
C[POU13] J. Pousi, J. Poropudas, M. Harju, and K. Virtanen: Simulation Metamodeling with Bayesian Networks FORS40 - Finnish Operations Research Society 40th Anniversary Workshop, Lappeenranta, Finland, 20.-21.8.2013

2011

C[POU11] Jouni Pousi, Jirka Poropudas, Kai Virtanen and Raimo P. Hämäläinen: Utilization of Multi-Criteria Influence Diagrams in Simulation Metamodeling MCDM2011 - 21st International Conference on Multiple Criteria Decision Making, Jyväskylä, Finland, 12.-17.6.2011 (Slides)

2010

C[POR10]J. Poropudas: Bayesian networks, influence diagrams, and games in simulation metamodeling Ph.D. Colloquium, Winter Simulation Conference 2010, Baltimore, Maryland, Dec. 3.-5. (Slides)

2008

C[POR08a] J. Poropudas and K. Virtanen: Game Theoretic Approach to Air Combat Simulation INFORMS Annual Meeting, Washington DC, USA, 12.-15.10.2008. (Slides)
C[POR08b] J. Poropudas and K. Virtanen: Games and Bayesian Networks in Air Combat Simulation Analysis 2nd Nordic Military Analysis Symposium, Stockholm, Sweden, 17.-18.11.2008. (Slides)

2006

C[POR06] J. Poropudas and K. Virtanen: Game Theoretic Analysis of an Air Combat Simulation Model 12th International Symposium on Dynamic Games and Applications, Sophia-Antipolis, France, 3.-6.7. 2006.

Reports

2011

R[POR11] Jirka Poropudas: Bayesian Networks, Influence Diagrams, and Games in Simulation Metamodeling Aalto University School of Science and Technology, Systems Analysis Laboratory, October 2011.

Student projects

2004

E[POR04] Jirka Poropudas: Helikopterien huoltotoiminnan simulointityökalu

2002

E[POR02] Jirka Poropudas: Experiences of Teaching Two Web-based Courses on Mathematical Modelling