Markus Wolfien

According to our database1, Markus Wolfien authored at least 13 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
ConvGeN: A convex space learning approach for deep-generative oversampling and imbalanced classification of small tabular datasets.
Pattern Recognit., March, 2024

2023
Context-Sensitive Common Data Models for Genetic Rare Diseases - A Concept.
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
LoRAS: an oversampling approach for imbalanced datasets.
Mach. Learn., 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
Toward Community Standards and Software for Whole-Cell Modeling.
IEEE Trans. Biomed. Eng., 2016

TRAPLINE: a standardized and automated pipeline for RNA sequencing data analysis, evaluation and annotation.
BMC Bioinform., 2016

2015
Annotation-based feature extraction from sets of SBML models.
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


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