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Author

Beomseok Seo

Observed name: Seo, Beomseok
Institution: Dankook University
ORCID: 0009-0007-2338-7198
Observed ORCID: 0009-0007-2338-7198
OpenAlex ID: A5083460376
Optimal transport, mean partition, and uncertainty assessment in cluster analysis
2019 · Jia Li, Beomseok Seo, et al. · Statistical Analysis and Data Mining The ASA Data Science Journal · 22
Explainable machine learning by SEE-Net: closing the gap between interpretable models and DNNs
2024 · Beomseok Seo, Jia Li · Scientific Reports · 11
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Mixture of Linear Models Co-supervised by Deep Neural Networks
2022 · Beomseok Seo, Lin Lin, et al. · Journal of Computational and Graphical Statistics · 6
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FedUNet: A lightweight additive U-Net module for federated learning with heterogeneous models
2026 · Kichang Lee, Beomseok Seo, et al. · ICT Express · 4
Block-Wise Variable Selection for Clustering Via Latent States of Mixture Models
2021 · Beomseok Seo, Lin Lin, et al. · Journal of Computational and Graphical Statistics · 4
UNFL: Lightweight U-Net-Based Framework for Heterogeneous Federated Learning
2025 · Beomseok Seo, Minjung Kim, et al. · International Conference on Information and Communication Technology Convergence (ICTC)
Block-Wise Variable Selection for Clustering Via Latent States of Mixture Models
2021 · Seo, Beomseok, Lin, Lin, et al. · Figshare
Mean Partition, Uncertainty Assessment, Cluster Validation and Visualization Selection for Cluster Analysis [R package OTclust version 1.0.4]
2020 · Lixiang Zhang, Beomseok Seo, et al.
Mean Partition, Uncertainty Assessment, Cluster Validation and Visualization Selection for Cluster Analysis [R package OTclust version 1.0.3]
2020 · Lixiang Zhang, Beomseok Seo, et al.
OTclust: Mean Partition, Uncertainty Assessment, Cluster Validation and Visualization Selection for Cluster Analysis
2019 · Lixiang Zhang, Beomseok Seo, et al.
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Works count: 11
Citation count: 47
H-index: 4
I10-index: 2
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