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Process Mining for Reliability Modeling of Manufacturing Systems with Limited Data Availability
J Friederich, S Lazarova-Molnar
2021 8th International Conference on Internet of Things: Systems, Management …, 2021
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2021 |
9 |
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Data-driven Modelling of Repairable Fault Trees from Time Series Data with Missing Information
P Niloofar, S Lazarova-Molnar
Winter Simulation Conference 2021, 2021
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2021 |
8 |
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Estimating Livestock Greenhouse Gas Emissions: Existing Models, Emerging Technologies and Associated Challenges
DA Thumba, S Lazarova-Molnar, P Niloofar
6th International Conference on Smart and Sustainable Technologies (SpliTech), 2021
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2021 |
7 |
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Agent-based digital twins (ABM-DT) in synchromodal transport and logistics: The fusion of virtual and pysical spaces
T Ambra, C Macharis, S Lazarova-Molnar (Proceedings Editor)
2020 Winter Simulation Conference (WSC), 159-169, 2020
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2020 |
51 |
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Hybrid modelling and simulation (M&S): driving innovation in the theory and practice of M&S
N Mustafee, A Harper, BS Onggo, ...
2020 Winter Simulation Conference (WSC), 3140-3151, 2020
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2020 |
47 |
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Data-driven fault tree modeling for reliability assessment of cyber-physical systems
S Lazarova-Molnar, P Niloofar, GK Barta
2020 Winter Simulation Conference (WSC), 2719-2730, 2020
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2020 |
32 |
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Simulation-based digital twin development for blockchain enabled end-to-end industrial hemp supply chain risk management
K Wang, W Xie, B Wang, J Pei, W Wu, M Baker, Q Zhou, ...
2020 Winter Simulation Conference (WSC), 3200-3211, 2020
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2020 |
31 |
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Using agent-based simulation for emergent behavior detection in cyber-physical systems
R Bemthuis, M Mes, ME Iacob, P Havinga, ...
2020 Winter Simulation Conference (WSC), 230-241, 2020
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2020 |
31 |
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Deep Q-network model for dynamic job shop scheduling problem based on discrete event simulation
Y Turgut, CE Bozdag, S Lazarova-Molnar (Proceedings Editor)
2020 Winter Simulation Conference (WSC), 1551-1559, 2020
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2020 |
31 |
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Simulation-based deep reinforcement learning for modular production systems
N Feldkamp, S Bergmann, S Strassburger, ...
2020 Winter Simulation Conference (WSC), 1596-1607, 2020
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2020 |
29 |
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Generation and tuning of discrete event simulation models for manufacturing applications
G Lugaresi, A Matta, S Lazarova-Molnar (Proceedings Editor)
2020 Winter Simulation Conference (WSC), 2707-2718, 2020
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2020 |
27 |
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Automating Reliability Analysis: Data-driven Learning and Analysis of Multi-state Fault Trees
S Lazarova-Molnar, P Niloofar, GK Barta
The 30th European Safety and Reliability Conference Conference (ESREL), 2020
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2020 |
19 |
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Dynamically changing sequencing rules with reinforcement learning in a job shop system with stochastic influences
J Heger, T Voss, S Lazarova-Molnar (Proceedings Editor)
2020 Winter Simulation Conference (WSC), 1608-1618, 2020
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2020 |
18 |
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Institute of Electrical and Electronics Engineers Inc
KH Bae, B Feng, S Kim, S Lazarova-Molnar, Z Zheng, T Roeder
Piscataway, NJ, USA 2020, 1849-1860, 2020
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2020 |
18 |
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Framework of O 2 DES. NET digital twins for next generation ports and warehouse solutions
H Li, X Cao, P Sharma, LH Lee, EP Chew, ...
2020 Winter Simulation Conference (WSC), 3188-3199, 2020
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2020 |
17 |
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Enhancing input parameter estimation by machine learning for the simulation of large-scale logistics networks
Y Liu, L Yan, S Liu, T Jiang, F Zhang, Y Wang, S Wu, ...
2020 Winter Simulation Conference (WSC), 608-619, 2020
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2020 |
14 |
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Teaching simulation to generation Z engineering students: lessons learned from a flipped classroom pilot study
M Alvarado, K Basinger, B Lahijanian, D Alvarado, ...
2020 Winter Simulation Conference (WSC), 3248-3259, 2020
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2020 |
13 |
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Towards Data-Driven Digital Twins for Smart Manufacturing
DP Francis, S Lazarova-Molnar, N Mohamed
Proceedings of the 27th International Conference on Systems Engineering, 445-454, 2020
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2020 |
13 |
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Modelling and Simulation for Decision Support in Precision Livestock Farming
P Niloofar, S Lazarova-Molnar, DP Francis, A Vulpe, G Suciu, ...
2020 Winter Simulation Conference (WSC), 2601-2612, 2020
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2020 |
12 |
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Sustainable catastrophic cyber-risk management in IoT societies
R Pal, Z Huang, X Yin, M Liu, S Lototsky, J Crowcroft, ...
2020 Winter Simulation Conference (WSC), 3105-3116, 2020
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2020 |
11 |