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SDS005

Towards an integrated data science of complex natural systems

CoordinatorMoritz Helias
Grant period2020-01-01 - 2021-12-31
Funding bodyRWTH/Exzellenzstrategie ; Exploratory Research Space der RWTH Aachen
 RWTH ; ERS
IdentifierG:(DE-Juel-1)PF-JARA-SDS005

⇧ Exploratory Research Space: Prep Fund als Anschubfinanzierung zur Schließung strategischer Lücken ⇧

 

Recent Publications

All known publications ...
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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Dissertation / PhD Thesis/Book  ;  ;
Mechanics of deep neural networks beyond the Gaussian limit
Jülich : Forschungszentrum Jülich GmbH, Zentralbibliothek, Verlag, Schriften des Forschungszentrums Jülich. Reihe Information 110, 1 Online-Ressource (xvi, 138 Seiten) : Illustrationen, Diagramme () [10.18154/RWTH-2025-03269] = Dissertation, RWTH Aachen University, 2025  GO OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Dissertation / PhD Thesis  ;  ;
A statistical perspective on learning of time series in neural networks
Aachen : RWTH Aachen University 1 Online-Ressource : Illustrationen () [10.18154/RWTH-2024-02247] = Dissertation, RWTH Aachen University, 2024  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings  ;
Blind Extraction of Equitable Partitions from Graph Signals
2022 IEEE International Conference on Acoustics, Speech, and Signal Processing : proceedings : 7-13 May 2022, virtual (all paper presentations) : 22-27 May 2022, main venue: Marina Bay Sands Expo & Convention Center, Singapore, satellite venue: Shenzhen, China / sponsored by: the Institute of Electrical and Electronics Engineers, Signal Processing Society
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, onlineonline, 23 May 2022 - 27 May 20222022-05-232022-05-27 Piscataway, NJ : IEEE 5832-5936 () [10.1109/ICASSP43922.2022.9746676]  GO BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings  ;  ;
Signal Processing On Cell Complexes
2022 IEEE International Conference on Acoustics, Speech, and Signal Processing : proceedings : 7-13 May 2022, virtual (all paper presentations) : 22-27 May 2022, main venue: Marina Bay Sands Expo & Convention Center, Singapore, satellite venue: Shenzhen, China / sponsored by: the Institute of Electrical and Electronics Engineers, Signal Processing Society
2022 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, onlineonline, 23 May 2022 - 27 May 20222022-05-232022-05-27 Piscataway, NJ : IEEE 8852-8856 () [10.1109/ICASSP43922.2022.9747233]  GO BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings  ;  ;  ;
Hodgelets : Localized Spectral Representations of Flows On Simplicial Complexes
2022 IEEE International Conference on Acoustics, Speech, and Signal Processing : proceedings : 7-13 May 2022, virtual (all paper presentations) : 22-27 May 2022, main venue: Marina Bay Sands Expo & Convention Center, Singapore, satellite venue: Shenzhen, China / sponsored by: the Institute of Electrical and Electronics Engineers, Signal Processing Society
2022 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, onlineonline, 23 May 2022 - 27 May 20222022-05-232022-05-27 Piscataway, NJ : IEEE 5922-5926 () [10.1109/ICASSP43922.2022.9747203]  GO BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings  ;  ;
Outlier Detection for Trajectories via Flow-embeddings
Conference record of the Fifty-Fifth Asilomar Conference on Signals, Systems & Computers : October 31-November 3, 2021, Pacific Grove, California / edited by: Michael B. Matthews (Northrop Grumman Innovation Systems) ; technical co-sponsor: the IEEE Signal Processing Society
55. Asilomar Conference on Signals, Systems, and Computers, ACSSC 2021, onlineonline, 31 Oct 2021 - 3 Nov 20212021-10-312021-11-03 Piscataway, NJ : IEEE 1568-1572 () [10.1109/IEEECONF53345.2021.9723128]  GO BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint  ;  ;
Outlier Detection for Trajectories via Flow-embeddings
[10.48550/ARXIV.2111.13235]  GO arXiv   Download fulltextFulltext Download fulltextFulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;  ;  ;
High throughput software-based gradient tree boosting positioning for PET systems
Biomedical physics & engineering express 7(5), 055023 () [10.1088/2057-1976/ac11c0]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings  ;
Local, Global And Scale-Dependent Node Roles
IEEE ICAS 2021 : International Conference on Autonomous Systems : virtual conference, August 11-13, 2021 / sponsors and organizers: IEEE, IEEE Signal Processing Society, ASI
IEEE International Conference on Autonomous Systems, ICAS 2021, onlineonline, 11 Aug 2021 - 13 Aug 20212021-08-112021-08-13 Piscataway, NJ : IEEE () [10.1109/ICAS49788.2021.9551110]  GO  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

All known publications ...
Download: BibTeX | EndNote XML,  Text | RIS | 

 Record created 2020-10-17, last modified 2023-01-24
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