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Markus Wolfien
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2020 – today
- 2024
- [j9]Jan-Niklas Eckardt
, Waldemar Hahn, Christoph Röllig, Sebastian Stasik, Uwe Platzbecker, Carsten Müller-Tidow, Hubert Serve, Claudia D. Baldus, Christoph Schliemann
, Kerstin Schäfer-Eckart, Maher Hanoun, Martin Kaufmann, Andreas Burchert, Christian Thiede, Johannes Schetelig, Martin Sedlmayr
, Martin Bornhäuser
, Markus Wolfien
, Jan Moritz Middeke:
Mimicking clinical trials with synthetic acute myeloid leukemia patients using generative artificial intelligence. npj Digit. Medicine 7(1) (2024) - [j8]Kristian Schultz, Saptarshi Bej
, Waldemar Hahn, Markus Wolfien
, Prashant Srivastava, Olaf Wolkenhauer:
ConvGeN: A convex space learning approach for deep-generative oversampling and imbalanced classification of small tabular datasets. Pattern Recognit. 147: 110138 (2024) - 2023
- [c4]Najia Ahmadi
, Michele Zoch, Brita Sedlmayr, Katharina Schuler, Waldemar Hahn, Martin Sedlmayr, Markus Wolfien
:
Context-Sensitive Common Data Models for Genetic Rare Diseases - A Concept. ICIMTH 2023: 139-140 - 2022
- [c3]Waldemar Hahn, Martin Sedlmayr, Markus Wolfien
:
Word2Vec Embeddings for Categorical Values in Synthetic Tabular Generation. CSCI 2022: 613-622 - [i3]Kristian Schultz, Saptarshi Bej, Waldemar Hahn, Markus Wolfien, Prashant Srivastava, Olaf Wolkenhauer:
Convex space learning improves deep-generative oversampling for tabular imbalanced classification on smaller datasets. CoRR abs/2206.09812 (2022) - 2021
- [j7]Saptarshi Bej, Kristian Schulz, Prashant Srivastava
, Markus Wolfien
, Olaf Wolkenhauer
:
A Multi-Schematic Classifier-Independent Oversampling Approach for Imbalanced Datasets. IEEE Access 9: 123358-123374 (2021) - [j6]Saptarshi Bej, Anne-Marie Galow, Robert David, Markus Wolfien
, Olaf Wolkenhauer:
Automated annotation of rare-cell types from single-cell RNA-sequencing data through synthetic oversampling. BMC Bioinform. 22(1): 557 (2021) - [j5]Saptarshi Bej, Narek Davtyan, Markus Wolfien, Mariam Nassar, Olaf Wolkenhauer
:
LoRAS: an oversampling approach for imbalanced datasets. Mach. Learn. 110(2): 279-301 (2021) - [c2]Saptarshi Bej, Prashant Srivastava, Markus Wolfien
, Olaf Wolkenhauer:
Combining uniform manifold approximation with localized affine shadowsampling improves classification of imbalanced datasets. IJCNN 2021: 1-8 - [i2]Saptarshi Bej, Kristian Schultz, Prashant Srivastava, Markus Wolfien, Olaf Wolkenhauer:
A multi-schematic classifier-independent oversampling approach for imbalanced datasets. CoRR abs/2107.07349 (2021) - 2020
- [b1]Markus Wolfien:
Customized workflow development and omics data integration concepts in systems medicine. Rostock University, Germany, 2020
2010 – 2019
- 2019
- [i1]Saptarshi Bej, Narek Davtyan, Markus Wolfien
, Mariam Nassar, Olaf Wolkenhauer:
LoRAS: An oversampling approach for imbalanced datasets. CoRR abs/1908.08346 (2019) - 2017
- [j4]Björn A. Grüning
, Jörg Fallmann
, Dilmurat Yusuf, Sebastian Will, Anika Erxleben
, Florian Eggenhofer
, Torsten Houwaart, Bérénice Batut
, Pavankumar Videm
, Andrea Bagnacani, Markus Wolfien
, Steffen Lott, Youri Hoogstrate
, Wolfgang R. Hess
, Olaf Wolkenhauer, Steve Hoffmann, Altuna Akalin
, Uwe Ohler, Peter F. Stadler
, Rolf Backofen:
The RNA workbench: best practices for RNA and high-throughput sequencing bioinformatics in Galaxy. Nucleic Acids Res. 45(Webserver-Issue): W560-W566 (2017) - 2016
- [j3]Markus Wolfien
, Christian Rimmbach, Ulf Schmitz
, Julia Jeannine Jung, Stefan Krebs, Gustav Steinhoff
, Robert David, Olaf Wolkenhauer:
TRAPLINE: a standardized and automated pipeline for RNA sequencing data analysis, evaluation and annotation. BMC Bioinform. 17: 21 (2016) - [j2]Dagmar Waltemath
, Jonathan R. Karr
, Frank T. Bergmann, Vijayalakshmi Chelliah, Michael Hucka
, Marcus Krantz, Wolfram Liebermeister
, Pedro Mendes, Chris J. Myers, Pinar Pir, Begum Alaybeyoglu
, Naveen K. Aranganathan, Kambiz Baghalian, Arne T. Bittig, Paulo E. Pinto Burke
, Matteo Cantarelli, Yin Hoon Chew
, Rafael S. Costa, Joseph Cursons
, Tobias Czauderna
, Arthur P. Goldberg, Harold F. Gómez, Jens Hahn
, Tuure Hameri, Daniel F. Hernandez Gardiol, Denis Kazakiewicz, Ilya Kiselev
, Vincent Knight-Schrijver, Christian Knüpfer, Matthias König
, Daewon Lee
, Audald Lloret-Villas
, Nikita Mandrik, J. Kyle Medley, Bertrand Moreau, Hojjat Naderi-Meshkin
, Sucheendra K. Palaniappan
, Daniel Priego-Espinosa
, Martin Scharm, Mahesh Sharma, Kieran Smallbone, Natalie J. Stanford
, Je-Hoon Song, Tom Theile
, Milenko Tokic, Namrata Tomar, Vasundra Touré, Jannis Uhlendorf, Thawfeek M. Varusai
, Leandro H. Watanabe, Florian Wendland, Markus Wolfien
, James T. Yurkovich, Yan Zhu
, Argyris Zardilis, Anna Zhukova, Falk Schreiber:
Toward Community Standards and Software for Whole-Cell Modeling. IEEE Trans. Biomed. Eng. 63(10): 2007-2014 (2016) - 2015
- [j1]Rebekka Alm, Dagmar Waltemath, Markus Wolfien
, Olaf Wolkenhauer, Ron Henkel
:
Annotation-based feature extraction from sets of SBML models. J. Biomed. Semant. 6: 20 (2015) - 2014
- [c1]Martin Scharm, Florian Wendland, Martin Peters, Markus Wolfien, Tom Theile, Dagmar Waltemath:
The CombineArchiveWeb Application - A Web-based Tool to Handle Files Associated with Modelling Results. SWAT4LS 2014
Coauthor Index
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last updated on 2024-06-10 20:30 CEST by the dblp team
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