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cs.AI2024
How the use of feature selection methods influences the efficiency and accuracy of complex network simulations
Katarzyna Musial, Jiaqi Wen, Andreas Gwyther-Gouriotis
Complex network systems' models are designed to perfectly emulate real-world networks through the use of simulation and link prediction. Complex network systems are defined by node…
cs.AI2024
Deep Reinforcement Learning for Digital Twin-Oriented Complex Networked Systems
Jiaqi Wen, Bogdan Gabrys, Katarzyna Musial
The Digital Twin Oriented Complex Networked System (DT-CNS) aims to build and extend a Complex Networked System (CNS) model with progressively increasing dynamics complexity toward…