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Journal of Simulation Volume 7, 2013 - Issue 4: Special Issue: Input and Output Analysis for Simulation
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Article

Simulation metamodelling with Bayesian networks

J PousiAalto UniversityAaltoFinlandCorrespondence[email protected]
,
J PoropudasAalto UniversityAaltoFinlandCorrespondence[email protected]
&
K VirtanenAalto UniversityAaltoFinlandCorrespondence[email protected]
Pages 297-311 | Received 02 Oct 2012, Accepted 29 Jul 2013, Published online: 19 Dec 2017

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Irem Dikmen, Abroon Qazi, Huseyin Erol & M. Talat Birgonul. (2021) Meta-Modeling of Complexity-Uncertainty-Performance Triad in Construction Projects. Engineering Management Journal 33:1, pages 30-44.
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Articles from other publishers (7)

Pracheta Amaranath, Peter J. Haas, David Jensen & Sam Witty. (2023) Causal Dynamic Bayesian Networks for Simulation Metamodeling. Causal Dynamic Bayesian Networks for Simulation Metamodeling.
Abroon Qazi. (2020) Data-driven impact assessment of multidimensional project complexity on project performance. International Journal of Productivity and Performance Management 71:1, pages 58-78.
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Carlo Abate, Lelio Campanile & Stefano Marrone. (2020) A flexible simulation-based framework for model-based/data-driven dependability evaluation. A flexible simulation-based framework for model-based/data-driven dependability evaluation.
Pekka Laitila & Kai Virtanen. (2020) On Theoretical Principle and Practical Applicability of Ranked Nodes Method for Constructing Conditional Probability Tables of Bayesian Networks. IEEE Transactions on Systems, Man, and Cybernetics: Systems 50:5, pages 1943-1955.
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Clayton T. Kelleher, Raymond R. Hill, Kenneth W. Bauer & J.O. Miller. (2018) Using dynamic Bayesian networks as simulation metamodels based on bootstrapping. Computers & Industrial Engineering 115, pages 595-602.
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Pekka Laitila & Kai Virtanen. (2016) Improving Construction of Conditional Probability Tables for Ranked Nodes in Bayesian Networks. IEEE Transactions on Knowledge and Data Engineering 28:7, pages 1691-1705.
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Satoshi Hara, Rudy Raymond, Tetsuro Morimura & Hidemasa Muta. (2014) Predicting halfway through simulation: Early scenario evaluation using intermediate features of agent-based simulations. Predicting halfway through simulation: Early scenario evaluation using intermediate features of agent-based simulations.

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