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Books and Theses
- 2004
[b1]Age K. Smilde, Rasmus Bro, Paul Geladi:
Multi-way Analysis with Applications in the Chemical Sciences. Wiley 2004, ISBN 978-0-471-98691-1, pp. I-XIV, 1-381
Journal Articles
- 2024
- [j13]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): 2926-2943 (2024) - 2022
- [j12]Christos Psarras, Lars Karlsson, Rasmus Bro, Paolo Bientinesi:
Accelerating Jackknife Resampling for the Canonical Polyadic Decomposition. Frontiers Appl. Math. Stat. 8: 830270 (2022) - [j11]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): 1191-1222 (2022) - [j10]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): 34:1-34:20 (2022) - 2015
- [j9]Evrim Acar, Rasmus Bro, Age K. Smilde:
Data Fusion in Metabolomics Using Coupled Matrix and Tensor Factorizations. Proc. IEEE 103(9): 1602-1620 (2015) - [j8]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): 6315-6328 (2015) - 2014
- [j7]Evrim Acar, Evangelos E. Papalexakis, Gozde Gürdeniz, Morten A. Rasmussen, Anders J. Lawaetz, Mathias Nilsson, Rasmus Bro:
Structure-Revealing Data Fusion. BMC Bioinform. 15: 239 (2014) - 2013
- [j6]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): 493-506 (2013) - 2012
- [j5]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): 22-43 (2012) - 2006
- [j4]Giorgio Tomasi, Rasmus Bro:
A comparison of algorithms for fitting the PARAFAC model. Comput. Stat. Data Anal. 50(7): 1700-1734 (2006) - 2000
- [j3]Nicholas D. Sidiropoulos, Georgios B. Giannakis, Rasmus Bro:
Blind PARAFAC receivers for DS-CDMA systems. IEEE Trans. Signal Process. 48(3): 810-823 (2000) - [j2]Nicholas D. Sidiropoulos, Rasmus Bro, Georgios B. Giannakis:
Parallel factor analysis in sensor array processing. IEEE Trans. Signal Process. 48(8): 2377-2388 (2000) - 1999
- [j1]Nikos D. Sidiropoulos, Rasmus Bro:
Mathematical programming algorithms for regression-based nonlinear filtering in RN. IEEE Trans. Signal Process. 47(3): 771-782 (1999)
Conference and Workshop Papers
- 2020
- [c6]José Camacho, Rasmus Bro, David Kotz:
Automatic Learning coupled with Interpretability: MBDA in Action. TMA 2020 - 2018
- [c5]Jeremy E. Cohen, Rasmus Bro:
Nonnegative PARAFAC2: A Flexible Coupling Approach. LVA/ICA 2018: 89-98 - 2013
- [c4]Evrim Acar, Anders J. Lawaetz, Morten A. Rasmussen, Rasmus Bro:
Structure-revealing data fusion model with applications in metabolomics. EMBC 2013: 6023-6026 - 2012
- [c3]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: 1-8 - 2007
- [c2]Evrim Acar, Canan Aykut-Bingöl, Haluk Bingol, Rasmus Bro, Bülent Yener:
Multiway analysis of epilepsy tensors. ISMB/ECCB (Supplement of Bioinformatics) 2007: 10-18 - 2000
- [c1]Nicholas D. Sidiropoulos, Rasmus Bro:
On communication diversity for blind identifiability and the uniqueness of low-rank decomposition of N-way arrays. ICASSP 2000: 2449-2452
Informal and Other Publications
- 2021
- [i4]Marie Roald, Carla Schenker, Rasmus Bro, Jeremy E. Cohen, Evrim Acar:
An AO-ADMM approach to constraining PARAFAC2 on all modes. CoRR abs/2110.01278 (2021) - [i3]Christos Psarras, Lars Karlsson, Rasmus Bro, Paolo Bientinesi:
Accelerating jackknife resampling for the Canonical Polyadic Decomposition. CoRR abs/2112.03985 (2021) - 2019
- [i2]José Camacho, Evrim Acar, Morten A. Rasmussen, Rasmus Bro:
Cross-product Penalized Component Analysis (XCAN). CoRR abs/1907.00032 (2019) - [i1]José Camacho, Rasmus Bro, David Kotz:
Networkmetrics unraveled: MBDA in Action. CoRR abs/1907.02677 (2019)
Coauthor Index
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