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Bogdan Gabrys

Uncertainty Quantification Using Ensemble Learning and Monte Carlo Sampling for Performance Prediction and Monitoring in Cell Culture Processes

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Sep 03, 2024
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Transfer Learning and the Early Estimation of Single-Photon Source Quality using Machine Learning Methods

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Aug 21, 2024
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Applications of Machine Learning in Biopharmaceutical Process Development and Manufacturing: Current Trends, Challenges, and Opportunities

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Oct 16, 2023
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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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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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The Challenge of Quickly Determining the Quality of a Single-Photon Source

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Jun 22, 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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hyperbox-brain: A Toolbox for Hyperbox-based Machine Learning Algorithms

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Oct 06, 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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