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Papers matching “deep learning imputation” 6

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Predicting Abnormalities in Laboratory Values of Patients in the Intensive Care Unit Using Different Deep Learning Models: Comparative Study
2022 JMIR Medical Informatics article Computer Science Machine Learning in Healthcare Open access

Ahmad Ayad, Ahmed Hallawa, Arne Peine, Lukas Märtin, Lejla Begic Fazlic, Guido Dartmann, +2 more

14

citations
Assessing machine learning and data imputation approaches to handle the issue of data sparsity in sports forecasting
2025 Machine Learning article Economics, Econometrics and Finance Sports Analytics and Performance

Fabian Wunderlich, Henrik Biermann, Weiran Yang, Manuel Bassek, Dominik Raabe, Nico Elbert, +2 more

10

citations
Data imputation methods for intermittent renewable energy sources: Implications for energy system modeling
2025 Energy Conversion and Management article Engineering Integrated Energy Systems Optimization Open access

Claudio Mantuano, Olalekan Omoyele, Maximilian Hoffmann, Jann Michael Weinand, Massimo Panella, Detlef Stolten

21

citations
Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight
2024 Energy and Buildings article Engineering Building Energy and Comfort Optimization Open access

Antonio Liguori, Matías Quintana, Chun Fu, Clayton Carl Miller, Jérôme Frisch, Christoph van Treeck

20

citations
Large-Scale Modeling of Sparse Protein Kinase Activity Data
2023 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access

Sohvi Luukkonen, Erik Meijer, Giovanni A. Tricarico, Johan Hofmans, Pieter F. W. Stouten, Gerard J. P. van Westen, +1 more

14

citations
Uncertainty Propagation in Deep Gaussian Process Networks
2025 Mathematical Geosciences article Computer Science Gaussian Processes and Bayesian Inference Open access

Ítalo Gomes Gonçalves, Florian Wellmann

7

citations

6 results