Towards Data-Efficient Mobility Analytics in Spatial Networks

Originalsprog	Engelsk
Vejledere	Jensen, Christian S., Hovedvejleder Nielsen, Thomas Dyhre, Bivejleder
Udgiver	Aalborg Universitetsforlag
ISBN'er, elektronisk	978-87-7210-977-0
DOI	https://doi.org/10.54337/aau456351766
Status	Udgivet - 2021

Bibliografisk note

PhD supervisor:
Prof. Christian S. Jensen, Aalborg University

PhD Co-Supervisor:
Assoc. Prof. Thomas Dyhre Nielsen, Aalborg University

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• 10.54337/aau456351766

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Aktiviteter

Aktiviteter pr. år 2019 2019 2019

• 1 Gæsteophold ved andre institutioner

Aktiviteter pr. år

• University of Stuttgart

  Tobias Skovgaard Jepsen (Gæsteforsker)

  29 sep. 2019 → 21 dec. 2019

  Aktivitet: Gæsteophold ved andre institutioner

Priser

• Best Paper Award

  Skovgaard Jepsen, Tobias (Modtager), Jensen, Christian S. (Modtager), Nielsen, Thomas Dyhre (Modtager) & Torp, Kristian (Modtager), 13 dec. 2018

  Pris: Konferencepriser

  Fil

Publikation

Publikationer pr. år 2017 2017 2018 2019 2020 2022 2022

• 4 Konferenceartikel i proceeding
• 2 Tidsskriftartikel

Publikationer pr. år

Publikationer pr. år

• Relational Fusion Networks: Graph Convolutional Networks for Road Networks

  Skovgaard Jepsen, T., Jensen, C. S. & Nielsen, T. D., jan. 2022, I: IEEE Transactions on Intelligent Transportation Systems. 23, 1, s. 418-429 12 s., 9167450.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil

  • Graph Convolutional Network 100%
  • Machine Learning 16%
  • Network Architecture 16%
  • Machine Learning Technique 16%
  • Network Structures 16%
  22 Citationer (Scopus)

  123 Downloads (Pure)

• Scalable Unsupervised Multi-Criteria Trajectory Segmentation and Driving Preference Mining

  Barth, F., Funke, S., Skovgaard Jepsen, T. & Proissl, C., 3 nov. 2020, BIGSPATIAL '20: Proceedings of the 9th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data. Chandola, V., Vatsavai, R. R. & Shashidharan, A. (red.). Association for Computing Machinery, s. 1-10 10 s. 6

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  Fil

  • Trajectory Data 100%
  • Mining Technique 100%
  • Identification 100%
  4 Citationer (Scopus)

  30 Downloads (Pure)

• Graph Convolutional Networks for Road Networks

  Skovgaard Jepsen, T., Jensen, C. S. & Nielsen, T. D., 5 nov. 2019, Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems. Banaei-Kashani, F., Trajcevski, G., Guting, R. H., Kulik, L. & Newsam, S. (red.). Association for Computing Machinery, s. 460-463 4 s.

  Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  Åben adgang

  Fil

  • Road Network 100%
  • Graph Convolutional Network 100%
  • Machines 33%
  • Learning 16%
  • Transport 16%
  27 Citationer (Scopus)

  379 Downloads (Pure)

Se alle 6 publikationer

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Skovgaard Jepsen, T. (2021). Towards Data-Efficient Mobility Analytics in Spatial Networks. Aalborg Universitetsforlag. https://doi.org/10.54337/aau456351766

Skovgaard Jepsen, Tobias. / Towards Data-Efficient Mobility Analytics in Spatial Networks. Aalborg Universitetsforlag, 2021. 169 s.

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note = "PhD supervisor: Prof. Christian S. Jensen, Aalborg University PhD Co-Supervisor: Assoc. Prof. Thomas Dyhre Nielsen, Aalborg University",

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Skovgaard Jepsen, T 2021, 'Towards Data-Efficient Mobility Analytics in Spatial Networks'. https://doi.org/10.54337/aau456351766

Towards Data-Efficient Mobility Analytics in Spatial Networks. / Skovgaard Jepsen, Tobias.
Aalborg Universitetsforlag, 2021. 169 s.

Publikation: Ph.d.-afhandling

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M3 - PhD thesis

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Skovgaard Jepsen T. Towards Data-Efficient Mobility Analytics in Spatial Networks. Aalborg Universitetsforlag, 2021. 169 s. doi: 10.54337/aau456351766