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Olaf Wolkenhauer

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Saptarshi Bej

> Home > Persons > Olaf Wolkenhauer

Publications

2024
[j56]
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  - journals/pr/SchultzBHWSW24
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  - https://dblp.org/rec/journals/pr/SchultzBHWSW24
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)
[i7]
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  - journals/corr/abs-2402-13103
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Rahul Bordoloi, Clémence Réda, Orell Trautmann, Saptarshi Bej, Olaf Wolkenhauer:
Multivariate Functional Linear Discriminant Analysis for the Classification of Short Time Series with Missing Data. CoRR abs/2402.13103 (2024)
2022
[j55]
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  - journals/access/SrivastavaBSYW22
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Prashant Srivastava, Saptarshi Bej, Kristian Schultz, Kristina Y. Yordanova, Olaf Wolkenhauer:
Attention Retrieval Model for Entity Relation Extraction From Biological Literature. IEEE Access 10: 22429-22440 (2022)
[i6]
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  - journals/corr/abs-2206-09812
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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
[j53]
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  - journals/access/BejSSWW21
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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)
[j52]
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  - journals/bmcbi/BejGDWW21
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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)
[j51]
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  - journals/ml/BejDWNW21
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Saptarshi Bej, Narek Davtyan, Markus Wolfien, Mariam Nassar, Olaf Wolkenhauer:
LoRAS: an oversampling approach for imbalanced datasets. Mach. Learn. 110(2): 279-301 (2021)
[c14]
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  - conf/ijcnn/BejSWW21
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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
[i5]
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  - journals/corr/abs-2107-07349
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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)
2019
[i4]
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  - journals/corr/abs-1908-08346
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Saptarshi Bej, Narek Davtyan, Markus Wolfien, Mariam Nassar, Olaf Wolkenhauer:
LoRAS: An oversampling approach for imbalanced datasets. CoRR abs/1908.08346 (2019)

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