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Slawomir Nowaczyk

Physics-incorporated Graph Neural Network for Multivariate Time Series Imputation

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May 16, 2024
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Spatial Clustering Approach for Vessel Path Identification

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Mar 09, 2024
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Forecasting Auxiliary Energy Consumption for Electric Heavy-Duty Vehicles

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Nov 27, 2023
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Heterogeneous Federated Learning via Personalized Generative Networks

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Aug 25, 2023
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Explainable Predictive Maintenance

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Jun 08, 2023
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Learning Causal Mechanisms through Orthogonal Neural Networks

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Jun 05, 2023
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Information-Gathering in Latent Bandits

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Jul 08, 2022
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Wisdom of the Contexts: Active Ensemble Learning for Contextual Anomaly Detection

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Jan 27, 2021
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Pitfalls of Assessing Extracted Hierarchies for Multi-Class Classification

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Jan 26, 2021
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Corrupted Contextual Bandits with Action Order Constraints

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Nov 16, 2020
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