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2015
23 Citations (Scopus)

Robust smart-grid-powered cooperative multipoint systems

Wang, X., Zhang, Y., Giannakis, G. B. & Hu, S., Nov 2015, In : IEEE Transactions on Wireless Communications. 14, 11, p. 6188-6199 12 p., 7134800.

Research output: Contribution to journalArticle

Smart Grid
Beamforming
Energy Management
Renewable Energy
Energy management
5 Citations (Scopus)

Short-term wind power forecasting using nonnegative sparse coding

Zhang, Y., Kim, S. J. & Giannakis, G. B., Apr 15 2015, 2015 49th Annual Conference on Information Sciences and Systems, CISS 2015. Institute of Electrical and Electronics Engineers Inc., 7086873. (2015 49th Annual Conference on Information Sciences and Systems, CISS 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Wind power
Farms
Convex optimization
Glossaries
Atoms
13 Citations (Scopus)

Sketch and validate for big data clustering

Traganitis, P. A., Slavakis, K. & Giannakis, G. B., Jun 1 2015, In : IEEE Journal on Selected Topics in Signal Processing. 9, 4, p. 678-690 13 p., 7018966.

Research output: Contribution to journalArticle

Computational efficiency
Computer vision
Sampling
Big data
2 Citations (Scopus)

Spectral clustering of large-scale communities via random sketching and validation

Traganitis, P. A., Slavakis, K. & Giannakis, G. B., Apr 15 2015, 2015 49th Annual Conference on Information Sciences and Systems, CISS 2015. Institute of Electrical and Electronics Engineers Inc., 7086867. (2015 49th Annual Conference on Information Sciences and Systems, CISS 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Clustering algorithms
Data storage equipment
10 Citations (Scopus)

Spectrum cartography using quantized observations

Romero, D., Kim, S. J., Lopez-Valcarce, R. & Giannakis, G. B., Aug 4 2015, 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3252-3256 5 p. 7178572. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2015-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Power spectrum
Frequency bands
Support vector machines
Feedback
Hardware
66 Citations (Scopus)

Stochastic Reactive Power Management in Microgrids with Renewables

Kekatos, V., Wang, G., Conejo, A. J. & Giannakis, G. B., Nov 1 2015, In : IEEE Transactions on Power Systems. 30, 6, p. 3386-3395 10 p., 6981998.

Research output: Contribution to journalArticle

Reactive power
Lagrange multipliers
Distributed power generation
Electric vehicles
Cones
2 Citations (Scopus)

Stochastic semiparametric regression for spectrum cartography

Romero, D., Kim, S. J. & Giannakis, G. B., Jan 1 2015, 2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2015. Institute of Electrical and Electronics Engineers Inc., p. 513-516 4 p. 7383849. (2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cartography
Semiparametric Regression
Power Spectral Density
Attenuation
Linear Combination
76 Citations (Scopus)

Subspace learning and imputation for streaming big data matrices and tensors

Mardani, M., Mateos, G. & Giannakis, G. B., May 15 2015, In : IEEE Transactions on Signal Processing. 63, 10, p. 2663-2677 15 p., 7072498.

Research output: Contribution to journalArticle

Tensors
Magnetic resonance
Adaptive algorithms
Byproducts
Internet

Underlay multi-hop cognitive networks with orthogonal access

Marques, A. G., Molinero, S. & Giannakis, G. B., Jul 14 2015, Proceedings of the WoWMoM 2015: A World of Wireless Mobile and Multimedia Networks. Manfredi, V., Noubir, G. & Bononi, L. (eds.). Institute of Electrical and Electronics Engineers Inc., 7158197. (Proceedings of the WoWMoM 2015: A World of Wireless Mobile and Multimedia Networks).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Constrained optimization
Cognitive radio
Resource allocation
Decomposition
Defects