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Katarzyna Musial

How the use of feature selection methods influences the efficiency and accuracy of complex network simulations

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Dec 02, 2024
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Deep Reinforcement Learning for Digital Twin-Oriented Complex Networked Systems

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Nov 09, 2024
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Heterogeneous Feature Representation for Digital Twin-Oriented Complex Networked Systems

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Sep 23, 2023
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Inferring Actual Treatment Pathways from Patient Records

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Sep 05, 2023
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Machine Learning for Administrative Health Records: A Systematic Review of Techniques and Applications

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Aug 27, 2023
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Digital Twin-Oriented Complex Networked Systems based on Heterogeneous node features and interaction rules

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Aug 18, 2023
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A Network Science perspective of Graph Convolutional Networks: A survey

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Jan 12, 2023
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The Technological Emergence of AutoML: A Survey of Performant Software and Applications in the Context of Industry

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Nov 08, 2022
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On Taking Advantage of Opportunistic Meta-knowledge to Reduce Configuration Spaces for Automated Machine Learning

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Aug 08, 2022
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Towards Digital Twin Oriented Modelling of Complex Networked Systems and Their Dynamics: A Comprehensive Survey

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Feb 15, 2022
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