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Application of convex hull analysis for the evaluation of data heterogeneity between patient populations of different origin and implications of hospital bias in downstream machine-learning-based data processing: A comparison of 4 critical-care patient datasets
Konstantin Sharafutdinov, Jayesh Sudhir Bhat, Sebastian Johannes Fritsch, Kateryna Nikulina, Moein E. Samadi, Richard Polzin, +4 more
12citations -
Zero-Cost, Arrow-Enabled Data Interface for Apache Spark2021 IEEE International Conference on Big Data (BigData) conference-paper Computer Science Advanced Database Systems and Queries
Sebastiaan Alvarez Rodriguez, Jayjeet Chackrabroty, Aaron Chu, Ivo Jimenez, Jeff LeFevre, Carlos Maltzahn, +1 more
2citations -
Fast Columnar Physics Analyses of Terabyte-Scale LHC Data on a Cache-Aware Dask Cluster2023 Computing and Software for Big Science article Computer Science Distributed and Parallel Computing Systems Open access
N. Eich, Martin Erdmann, P. Fackeldey, Benjamin Fischer, D. Noll, Yannik Alexander Rath
3citations -
Camtrap DP: an open standard for the FAIR exchange and archiving of camera trap data2023 Remote Sensing in Ecology and Conservation article Computer Science Research Data Management Practices Open access
Jakub W. Bubnicki, Ben Norton, Steve Baskauf, Tom Bruce, Francesca Cagnacci, Jim Casaer, +30 more
31citations -
Schnell zu neuen Materialien – Effizientes Forschungsdatenmanagement an der Aachener Verfahrenstechnik2020 Chemie Ingenieur Technik article Computer Science Research Data Management Practices Open access
Hannah Roth, Daniel Menne, Johannes Kamp, Stephan Emonds, H. Wollf, Matthias Weßling
1citations -
Enforcing Fundamental Relations via Adversarial Attacks on Input Parameter Correlations2025 Computing and Software for Big Science article Computer Science Adversarial Robustness in Machine Learning Open access
Lucie Flek, Akbar Karimi, Timo Saala, Alexander G. Schmidt, M. Schott, Philipp Soldin, +1 more
0citations
25 results