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Andreas Baum

Technical University of Denmark

Lyngby

Denmark

  • Technical University of Denmark

SCHOLARLY PAPERS

2

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138

TOTAL CITATIONS

1

Scholarly Papers (2)

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1.

Topology Reconstruction in Telecommunication Networks: Embedding Operations Research within Deep Learning

Number of pages: 32 Posted: 13 Mar 2024
Tobias Engelhardt Rasmussen, Siv Sørensen, David Pisinger, Thomas Martini Jørgensen and Andreas Baum
Technical University of Denmark, Technical University of Denmark, Technical University of Denmark - Management Engineering, Technical University of Denmark and Technical University of Denmark
Downloads 90 (742,061)
Citation 1

Abstract:

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HFC-networks, Operations Research, Maximum Parsimony, Deep learning, Representation learning, Time series, Rooted trees, Topology reconstruction, Multidisciplinary

2.

Anomaly Detection in Broadband Networks: Using Normalizing Flows for Multivariate Time Series

Number of pages: 24 Posted: 07 Sep 2024
Tobias Engelhardt Rasmussen, Facundu Esteban Castellá Algán and Andreas Baum
Technical University of Denmark, Technical University of Denmark and Technical University of Denmark
Downloads 48 (1,097,529)

Abstract:

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Anomaly Detection, Normalizing Flows, HFC Networks, Multivariate Time Series, deep learning, Generative AI