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Gonzalo Mateos
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Health monitoring and management using Internet-of-Things (IoT) sensing with cloud-based processing: Opportunities and challenges
M Hassanalieragh, A Page, T Soyata, G Sharma, M Aktas, G Mateos, ...
2015 IEEE international conference on services computing, 285-292, 2015
10812015
Distributed sparse linear regression
G Mateos, JA Bazerque, GB Giannakis
Signal Processing, IEEE Transactions on 58 (10), 5262-5276, 2010
6342010
Distributed LMS for consensus-based in-network adaptive processing
ID Schizas, G Mateos, GB Giannakis
Signal Processing, IEEE Transactions on 57 (6), 2365-2382, 2009
4372009
Connecting the dots: Identifying network structure via graph signal processing
G Mateos, S Segarra, AG Marques, A Ribeiro
IEEE Signal Processing Magazine 36 (3), 16-43, 2019
4052019
Network topology inference from spectral templates
S Segarra, AG Marques, G Mateos, A Ribeiro
Signal and Information Processing over Networks, IEEE Transactions on 3 (3 …, 2017
3482017
Modeling and Optimization for Big Data Analytics
K Slavakis, G Giannakis, G Mateos
Signal Processing Magazine, IEEE 31 (5), 18-31, 2014
307*2014
Subspace learning and imputation for streaming big data matrices and tensors
M Mardani, G Mateos, GB Giannakis
Signal Processing, IEEE Transactions on 63 (10), 2663-2677, 2015
2202015
Distributed recursive least-squares for consensus-based in-network adaptive estimation
G Mateos, ID Schizas, GB Giannakis
Signal Processing, IEEE Transactions on 57 (11), 4583-4588, 2009
1822009
Dynamic anomalography: Tracking network anomalies via sparsity and low rank
M Mardani, G Mateos, GB Giannakis
Selected Topics in Signal Processing, IEEE Journal of 7 (1), 50-66, 2013
1662013
Group-lasso on splines for spectrum cartography
JA Bazerque, G Mateos, GB Giannakis
Signal Processing, IEEE Transactions on 59 (10), 4648-4663, 2011
1662011
Distributed recursive least-squares: Stability and performance analysis
G Mateos, GB Giannakis
Signal Processing, IEEE Transactions on 60 (7), 3740-3754, 2012
1292012
Robust PCA as bilinear decomposition with outlier-sparsity regularization
G Mateos, GB Giannakis
Signal Processing, IEEE Transactions on 60 (10), 5176-5190, 2012
1162012
Recovery of low-rank plus compressed sparse matrices with application to unveiling traffic anomalies
M Mardani, G Mateos, GB Giannakis
Information Theory, IEEE Transactions on 59 (8), 5186-5205, 2013
1152013
Decentralized learning for wireless communications and networking
GB Giannakis, Q Ling, G Mateos, ID Schizas, H Zhu
Splitting Methods in Communication, Imaging, Science, and Engineering, 461-497, 2017
1112017
Proximal-gradient algorithms for tracking cascades over social networks
B Baingana, G Mateos, GB Giannakis
Selected Topics in Signal Processing, IEEE Journal of 8 (4), 563-575, 2014
1062014
Rank regularization and Bayesian inference for tensor completion and extrapolation
JA Bazerque, G Mateos, GB Giannakis
Signal Processing, IEEE Transactions 61 (22), 5689-5703, 2013
1062013
Blind identification of graph filters
S Segarra, G Mateos, AG Marques, A Ribeiro
Signal Processing, IEEE Transactions on 65 (5), 1146-1159, 2017
972017
Decentralized Sparsity-regularized Rank Minimization: Algorithms and Applications
M Mardani, G Mateos, GB Giannakis
Signal Processing, IEEE Transactions on 61 (21), 5374-5388, 2012
92*2012
Performance analysis of the consensus-based distributed LMS algorithm
G Mateos, ID Schizas, GB Giannakis
EURASIP Journal on Advances in Signal Processing 2009, 68, 2009
872009
USPACOR: Universal sparsity-controlling outlier rejection
GB Giannakis, G Mateos, S Farahmand, V Kekatos, H Zhu
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International …, 2011
662011
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