Rasmus Bro

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 10

Top Topics

Tensor Factorization

Hierarchical Decomposition

Top Venues

IEEE Trans. Netw. Serv. Manag.

SIAM J. Math. Data Sci.

Publications

José Camacho, Katarzyna Wasielewska, Rasmus Bro, David Kotz
Interpretable Feature Learning in Multivariate Big Data Analysis for Network Monitoring. IEEE Trans. Netw. Serv. Manag. 21 (3) (2024)
Christos Psarras, Lars Karlsson, Rasmus Bro, Paolo Bientinesi
Algorithm 1026: Concurrent Alternating Least Squares for Multiple Simultaneous Canonical Polyadic Decompositions. ACM Trans. Math. Softw. 48 (3) (2022)
Marie Roald, Carla Schenker, Vince D. Calhoun, Tülay Adali, Rasmus Bro, Jeremy E. Cohen, Evrim Acar
An AO-ADMM Approach to Constraining PARAFAC2 on All Modes. SIAM J. Math. Data Sci. 4 (3) (2022)
Christos Psarras, Lars Karlsson, Rasmus Bro, Paolo Bientinesi
Accelerating Jackknife Resampling for the Canonical Polyadic Decomposition. Frontiers Appl. Math. Stat. 8 (2022)
Christos Psarras, Lars Karlsson, Rasmus Bro, Paolo Bientinesi
Accelerating jackknife resampling for the Canonical Polyadic Decomposition. CoRR (2021)
Marie Roald, Carla Schenker, Rasmus Bro, Jeremy E. Cohen, Evrim Acar
An AO-ADMM approach to constraining PARAFAC2 on all modes. CoRR (2021)
José Camacho, Rasmus Bro, David Kotz
Automatic Learning coupled with Interpretability: MBDA in Action. TMA (2020)
José Camacho, Evrim Acar, Morten A. Rasmussen, Rasmus Bro
Cross-product Penalized Component Analysis (XCAN). CoRR (2019)
José Camacho, Rasmus Bro, David Kotz
Networkmetrics unraveled: MBDA in Action. CoRR (2019)
Jeremy E. Cohen, Rasmus Bro
Nonnegative PARAFAC2: A Flexible Coupling Approach. LVA/ICA (2018)
Xiao Fu, Kejun Huang, Wing-Kin Ma, Nicholas D. Sidiropoulos, Rasmus Bro
Joint Tensor Factorization and Outlying Slab Suppression With Applications. IEEE Trans. Signal Process. 63 (23) (2015)
Evrim Acar, Rasmus Bro, Age K. Smilde
Data Fusion in Metabolomics Using Coupled Matrix and Tensor Factorizations. Proc. IEEE 103 (9) (2015)
Evrim Acar, Evangelos E. Papalexakis, Gozde Gürdeniz, Morten A. Rasmussen, Anders J. Lawaetz, Mathias Nilsson, Rasmus Bro
Structure-Revealing Data Fusion. BMC Bioinform. 15 (2014)
Evangelos E. Papalexakis, Nicholas D. Sidiropoulos, Rasmus Bro
From K -Means to Higher-Way Co-Clustering: Multilinear Decomposition With Sparse Latent Factors. IEEE Trans. Signal Process. 61 (2) (2013)
Evrim Acar, Anders J. Lawaetz, Morten A. Rasmussen, Rasmus Bro
Structure-revealing data fusion model with applications in metabolomics. EMBC (2013)
Evrim Acar, Gozde Gürdeniz, Morten A. Rasmussen, Daniela Rago, Lars O. Dragsted, Rasmus Bro
Coupled Matrix Factorization with Sparse Factors to Identify Potential Biomarkers in Metabolomics. Int. J. Knowl. Discov. Bioinform. 3 (3) (2012)
Evrim Acar, Gozde Gürdeniz, Morten A. Rasmussen, Daniela Rago, Lars O. Dragsted, Rasmus Bro
Coupled Matrix Factorization with Sparse Factors to Identify Potential Biomarkers in Metabolomics. ICDM Workshops (2012)
Evrim Acar, Canan Aykut-Bingöl, Haluk Bingol, Rasmus Bro, Bülent Yener
Multiway analysis of epilepsy tensors. ISMB/ECCB (Supplement of Bioinformatics) (2007)
Giorgio Tomasi, Rasmus Bro
A comparison of algorithms for fitting the PARAFAC model. Comput. Stat. Data Anal. 50 (7) (2006)
Nicholas D. Sidiropoulos, Rasmus Bro, Georgios B. Giannakis
Parallel factor analysis in sensor array processing. IEEE Trans. Signal Process. 48 (8) (2000)
Nicholas D. Sidiropoulos, Rasmus Bro
On communication diversity for blind identifiability and the uniqueness of low-rank decomposition of N-way arrays. ICASSP (2000)
Nicholas D. Sidiropoulos, Georgios B. Giannakis, Rasmus Bro
Blind PARAFAC receivers for DS-CDMA systems. IEEE Trans. Signal Process. 48 (3) (2000)
Nikos D. Sidiropoulos, Rasmus Bro
. IEEE Trans. Signal Process. 47 (3) (1999)