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Papers matching “training data filtering” 103

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Practical feature filter strategy to machine learning for small datasets in chemistry
2024 Scientific Reports article Materials Science Machine Learning in Materials Science Open access

Yang Hu, Roland Sandt, Robert Spatschek

20

citations
Data augmentation for disruption prediction via robust surrogate models
2022 Journal of Plasma Physics article Computer Science Anomaly Detection Techniques and Applications Open access

Katharina Rath, David Rügamer, Bernd Bischl, U. von Toussaint, Cristina Rea, Andrew Maris, +2 more

8

citations
Towards clinical applicability of fMRI via systematic filtering
2025 PLoS ONE article Neuroscience Functional Brain Connectivity Studies Open access

André Schüppen, Guilherme Maia de Oliveira Wood, Martin Höller

0

citations
Accompanying data - Papyrus - A large scale curated dataset aimed at bioactivity predictions
2024 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Computational Drug Discovery Methods Open access

Olivier J. M. Béquignon, Brandon J. Bongers, Willem Jespers, Adriaan P. IJzerman, Bob van de Water, Gerard J. P. van Westen

0

citations
Accompanying data - Papyrus - A large scale curated dataset aimed at bioactivity predictions
2022 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Computational Drug Discovery Methods Open access

Olivier J. M. Béquignon, Brandon J. Bongers, Willem Jespers, Adriaan P. IJzerman, Bob van de Water, Gerard J. P. van Westen

3

citations
Combining Slow and Fast: Complementary Filtering for Dynamics Learning
2023 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Neural Networks and Applications Open access

Katharina Ensinger, Sebastian Ziesche, Barbara Rakitsch, Sebastian Trimpe

2

citations
Combining Slow and Fast: Complementary Filtering for Dynamics Learning
2023 RWTH Publications (RWTH Aachen) preprint Computer Science Neural Networks and Applications Open access

Katharina Ensinger, Sebastian Ziesche, Barbara Rakitsch, Sebastian Trimpe

1

citations
Reconciliation of weak pairwise spike–train correlations and highly coherent local field potentials across space
2024 Cerebral Cortex article Neuroscience Neural dynamics and brain function Open access

Johanna Senk, Espen Hagen, Sacha Jennifer van Albada, Markus Diesmann

18

citations
An improved model combining machine learning and Kalman filtering architecture for state of charge estimation of lithium-ion batteries
2024 Green Energy and Intelligent Transportation article Engineering Advanced Battery Technologies Research Open access

Yan Li, Min Ye, Qiao Wang, Gaoqi Lian, Baozhou Xia

72

citations
Extrapolation Performance of Convolutional Neural Network-Based Combustion Models for Large-Eddy Simulation: Influence of Reynolds Number, Filter Kernel and Filter Size
2025 Flow Turbulence and Combustion article Engineering Combustion and flame dynamics Open access

Geveen Arumapperuma, Nicola Sorace, Oliver Bladek, Ludovico Nista, Lukas Berger, Heinz G. Pitsch, +2 more

7

citations
Adaptive random Fourier features training stabilized by resampling with applications in image regression
2025 Foundations of Data Science article Engineering Optical Systems and Laser Technology Open access

Aku Kammonen, Anamika Pandey, Erik von Schwerin, Raul F. Tempone

0

citations
Detecting Various Types of Noise for Neural Machine Translation
2022 Findings of the Association for Computational Linguistics: ACL 2022 conference-paper Computer Science Natural Language Processing Techniques Open access

Christian Herold, Jan Rosendahl, Joris Vanvinckenroye, Hermann Ney

2

citations
Inverse Filtering for ECG Signal Reconstruction-A Deep Learning Approach
2025 conference-paper Medicine ECG Monitoring and Analysis

Markus Lueken, Yessine Chaabene, Matthias Daniel Zink, Steffen K. Leonhardt

0

citations
Estimating Dense-Packed Zone Height in Liquid-Liquid Separation: A Physics-Informed Neural Network Approach
2026 RWTH Publications (RWTH Aachen) preprint Engineering Fluid Dynamics and Mixing Open access

Mehmet Velioglu, Song Zhai, Alexander Mitsos, Adel Mhamdi, Andreas Jupke, Manuel Dahmen

0

citations
Estimating Dense-Packed Zone Height in Liquid-Liquid Separation: A Physics-Informed Neural Network Approach
2026 arXiv (Cornell University) preprint Engineering Fluid Dynamics and Mixing Open access

Mehmet Velioglu, Song Zhai, Alexander Mitsos, Adel Mhamdi, Andreas Jupke, Manuel Dahmen

0

citations
An extraction pipeline for analysis of hematopoietic stem cell transplantation data
2025 White Rose Research Online (University of Leeds, The University of Sheffield, University of York) article Medicine Hematopoietic Stem Cell Transplantation Open access

Erik G. J. von Asmuth

0

citations
An extraction pipeline for analysis of hematopoietic stem cell transplantation data
2025 Zenodo (CERN European Organization for Nuclear Research) software Medicine Hematopoietic Stem Cell Transplantation Open access

Erik G. J. von Asmuth

0

citations
Performance and stability of solar cells and modules: from laboratory characterization to field data analysis
2025 JuSER (Forschungszentrum Jülich) dissertation Energy Solar Thermal and Photovoltaic Systems Open access

Timon S. Vaas

0

citations
Accompanying data - Papyrus - A large scale curated dataset aimed at bioactivity predictions
2022 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Computational Drug Discovery Methods Open access

Olivier J. M. Béquignon, Brandon J. Bongers, Willem Jespers, Adriaan P. IJzerman, Bob van de Water, Gerard J. P. van Westen

0

citations
Bridging Racial and Age Gaps in Face Recognition: A Data-Augmentation Framework for Fair AI
2026 SN Computer Science article Computer Science Face recognition and analysis Open access

Sofoklis Kitharidis, Anthonie Schaap, Thomas Bäck, Bas van Stein

1

citations
DeepFuse2.0: Novel Deep Learning-based Fusion of Satellite-based Hydroclimatic Data and Flood Conditioning Factors for Daily Flood Extent Mapping
2026 conference-abstract Environmental Science Flood Risk Assessment and Management Open access

Ali Surojaya, Ravi Kumar, Antara Dasgupta

0

citations
Adaptive control concepts using radial basis functions and a Kalman filter for embedded control applications
2023 International Journal of Engine Research article Engineering Control Systems and Identification

Vivek Srivastava, Joschka Schaub, Stefan Pischinger

10

citations
Listen to the Context: Towards Faithful Large Language Models for Retrieval Augmented Generation on Climate Questions
2025 conference-paper Computer Science Topic Modeling Open access

David Thulke, Julia Kemmler, Christian Dugast, Hermann Ney

1

citations
Listen to the Context: Towards Faithful Large Language Models for Retrieval Augmented Generation on Climate Questions
2025 arXiv (Cornell University) preprint Computer Science Topic Modeling Open access

David Thulke, Julia Kemmler, Christian Dugast, Hermann Ney

0

citations
State-of-Charge Estimation of Lithium-ion Battery Based on a Combined Method of Neural Network and Unscented Kalman filter
2020 IEEE Vehicle Power and Propulsion Conference (VPPC) conference-paper Engineering Advanced Battery Technologies Research

Seyedmehdi Hosseininasab, Zhiwen Wan, Giovanni Vagnoni, Lennart Bauer

12

citations