Markus Wolfien
According to our database1,
Markus Wolfien
authored at least 13 papers
between 2014 and 2024.
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Bibliography
2024
ConvGeN: A convex space learning approach for deep-generative oversampling and imbalanced classification of small tabular datasets.
Pattern Recognit., March, 2024
2023
Proceedings of the Healthcare Transformation with Informatics and Artificial Intelligence, 2023
2022
Convex space learning improves deep-generative oversampling for tabular imbalanced classification on smaller datasets.
CoRR, 2022
2021
A multi-schematic classifier-independent oversampling approach for imbalanced datasets.
CoRR, 2021
Automated annotation of rare-cell types from single-cell RNA-sequencing data through synthetic oversampling.
BMC Bioinform., 2021
A Multi-Schematic Classifier-Independent Oversampling Approach for Imbalanced Datasets.
IEEE Access, 2021
Combining uniform manifold approximation with localized affine shadowsampling improves classification of imbalanced datasets.
Proceedings of the International Joint Conference on Neural Networks, 2021
2017
The RNA workbench: best practices for RNA and high-throughput sequencing bioinformatics in Galaxy.
Nucleic Acids Res., 2017
2016
IEEE Trans. Biomed. Eng., 2016
TRAPLINE: a standardized and automated pipeline for RNA sequencing data analysis, evaluation and annotation.
BMC Bioinform., 2016
2015
J. Biomed. Semant., 2015
2014
The CombineArchiveWeb Application - A Web-based Tool to Handle Files Associated with Modelling Results.
Proceedings of the 7th International Workshop on Semantic Web Applications and Tools for Life Sciences, 2014