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  • 2019
  • 2018
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  • Georgios B Giannakis
Article

Adaptive Bayesian Radio Tomography

Lee, D., Berberidis, D. & Giannakis, G. B., Apr 15 2019, In : IEEE Transactions on Signal Processing. 67, 8, p. 1964-1977 14 p., 8662745.

Research output: Contribution to journalArticle

2 Scopus citations

Adaptive diffusions for scalable learning over graphs

Berberidis, D., Nikolakopoulos, A. N. & Giannakis, G. B., Mar 1 2019, In : IEEE Transactions on Signal Processing. 67, 5, p. 1307-1321 15 p., 8590776.

Research output: Contribution to journalArticle

2 Scopus citations

Backhaul-Constrained Multicell Cooperation Leveraging Sparsity and Spectral Clustering

Jain, S., Kim, S. J. & Giannakis, G. B., Feb 2016, In : IEEE Transactions on Wireless Communications. 15, 2, p. 899-912 14 p., 7273957.

Research output: Contribution to journalArticle

8 Scopus citations

Bandit Convex Optimization for Scalable and Dynamic IoT Management

Chen, T. & Giannakis, G. B., Feb 2019, In : IEEE Internet of Things Journal. 6, 1, p. 1276-1286 11 p., 8362620.

Research output: Contribution to journalArticle

7 Scopus citations

Blind Multiclass Ensemble Classification

Traganitis, P. A., Pages-Zamora, A. & Giannakis, G. B., Sep 15 2018, In : IEEE Transactions on Signal Processing. 66, 18, p. 4737-4752 16 p., 8421667.

Research output: Contribution to journalArticle

3 Scopus citations

Blind radio tomography

Romero, D., Lee, D. & Giannakis, G. B., Apr 15 2018, In : IEEE Transactions on Signal Processing. 66, 8, p. 2055-2069 15 p.

Research output: Contribution to journalArticle

5 Scopus citations

Canonical correlation analysis of datasets with a common source graph

Chen, J., Wang, G., Shen, Y. & Giannakis, G. B., Aug 15 2018, In : IEEE Transactions on Signal Processing. 66, 16, p. 4398-4405 8 p., 8408767.

Research output: Contribution to journalArticle

7 Scopus citations

Compressive Phase Retrieval via Reweighted Amplitude Flow

Zhang, L., Wang, G., Giannakis, G. B. & Chen, J., Oct 1 2018, In : IEEE Transactions on Signal Processing. 66, 19, p. 5029-5040 12 p., 8424911.

Research output: Contribution to journalArticle

2 Scopus citations

Cooling-Aware Energy and Workload Management in Data Centers via Stochastic Optimization

Chen, T., Wang, X. & Giannakis, G. B., Mar 2016, In : IEEE Journal on Selected Topics in Signal Processing. 10, 2, p. 402-415 14 p., 7328245.

Research output: Contribution to journalArticle

Open Access
37 Scopus citations

Coupled Graph and Tensor Factorization for Recommender Systems and Community Detection

Ioannidis, V. N., Zamzam, A. S., Giannakis, G. B. & Sidiropoulos, N. D., Jan 1 2019, (Accepted/In press) In : IEEE Transactions on Knowledge and Data Engineering.

Research output: Contribution to journalArticle

1 Scopus citations

Data-Adaptive Active Sampling for Efficient Graph-Cognizant Classification

Berberidis, D. & Giannakis, G. B., Oct 1 2018, In : IEEE Transactions on Signal Processing. 66, 19, p. 5167-5179 13 p., 8445612.

Research output: Contribution to journalArticle

1 Scopus citations

Decentralized RLS with data-adaptive censoring for regressions over large-scale networks

Wang, Z., Yu, Z., Ling, Q., Berberidis, D. & Giannakis, G. B., Mar 15 2018, In : IEEE Transactions on Signal Processing. 66, 6, p. 1634-1648 15 p., 8264782.

Research output: Contribution to journalArticle

5 Scopus citations

Deep Reinforcement Learning for Adaptive Caching in Hierarchical Content Delivery Networks

Sadeghi, A., Wang, G. & Giannakis, G. B., Dec 2019, In : IEEE Transactions on Cognitive Communications and Networking. 5, 4, p. 1024-1033 10 p., 8807260.

Research output: Contribution to journalArticle

2 Scopus citations

Distributed online optimization of fog computing for selfish devices with out-of-date information

Lyu, X., Ni, W., Tian, H., Liu, R. P., Wang, X., Giannakis, G. B. & Paulraj, A., Nov 2018, In : IEEE Transactions on Wireless Communications. 17, 11, p. 7704-7717 14 p., 8467524.

Research output: Contribution to journalArticle

5 Scopus citations

Distributed Stochastic Market Clearing with High-Penetration Wind Power

Zhang, Y. & Giannakis, G. B., Mar 2016, In : IEEE Transactions on Power Systems. 31, 2, p. 895-906 12 p., 7101303.

Research output: Contribution to journalArticle

40 Scopus citations

Dynamic Energy Management for Smart-Grid-Powered Coordinated Multipoint Systems

Wang, X., Zhang, Y., Chen, T. & Giannakis, G. B., May 2016, In : IEEE Journal on Selected Areas in Communications. 34, 5, p. 1348-1359 12 p., 7389362.

Research output: Contribution to journalArticle

33 Scopus citations

Dynamic Resource Allocation for Smart-Grid Powered MIMO Downlink Transmissions

Wang, X., Chen, T., Chen, X., Zhou, X. & Giannakis, G. B., Dec 2016, In : IEEE Journal on Selected Areas in Communications. 34, 12, p. 3354-3365 12 p., 7544445.

Research output: Contribution to journalArticle

Open Access
16 Scopus citations

Efficient proximal gradient algorithm for inference of differential gene networks

Wang, C., Gao, F., Giannakis, G. B., D'Urso, G. & Cai, X., May 2 2019, In : BMC bioinformatics. 20, 1, 224.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

Ergodic Energy Management Leveraging Resource Variability in Distribution Grids

Wang, G., Kekatos, V., Conejo, A. J. & Giannakis, G. B., Nov 2016, In : IEEE Transactions on Power Systems. 31, 6, p. 4765-4775 11 p., 7419267.

Research output: Contribution to journalArticle

20 Scopus citations

Estimating Traffic and Anomaly Maps via Network Tomography

Mardani, M. & Giannakis, G. B., Jun 2016, In : IEEE/ACM Transactions on Networking. 24, 3, p. 1533-1547 15 p., 7098434.

Research output: Contribution to journalArticle

24 Scopus citations

Graph multiview canonical correlation analysis

Chen, J., Wang, G. & Giannakis, G. B., Jun 1 2019, In : IEEE Transactions on Signal Processing. 67, 11, p. 2826-2838 13 p., 8686218.

Research output: Contribution to journalArticle

2 Scopus citations

Heterogeneous Online Learning for 'Thing-Adaptive' Fog Computing in IoT

Chen, T., Ling, Q., Shen, Y. & Giannakis, G. B., Dec 2018, In : IEEE Internet of Things Journal. 5, 6, p. 4328-4341 14 p., 8421013.

Research output: Contribution to journalArticle

6 Scopus citations
2 Scopus citations

Identification of Overlapping Communities via Constrained Egonet Tensor Decomposition

Sheikholeslami, F. & Giannakis, G. B., Nov 1 2018, In : IEEE Transactions on Signal Processing. 66, 21, p. 5730-5745 16 p., 8470175.

Research output: Contribution to journalArticle

3 Scopus citations

Inference of Spatio-Temporal Functions over Graphs via Multikernel Kriged Kalman Filtering

Ioannidis, V. N., Romero, D. & Giannakis, G. B., Jun 15 2018, In : IEEE Transactions on Signal Processing. 66, 12, p. 3228-3239 12 p.

Research output: Contribution to journalArticle

6 Scopus citations

Joint Community and Anomaly Tracking in Dynamic Networks

Baingana, B. & Giannakis, G. B., Apr 15 2016, In : IEEE Transactions on Signal Processing. 64, 8, p. 2013-2025 13 p., 7362023.

Research output: Contribution to journalArticle

10 Scopus citations

Large-Scale Kernel-Based Feature Extraction via Low-Rank Subspace Tracking on a Budget

Sheikholeslami, F., Berberidis, D. & Giannakis, G. B., Apr 15 2018, In : IEEE Transactions on Signal Processing. 66, 8, p. 1967-1981 15 p.

Research output: Contribution to journalArticle

4 Scopus citations

Learn-and-Adapt Stochastic Dual Gradients for Network Resource Allocation

Chen, T., Ling, Q. & Giannakis, G. B., Dec 2018, In : IEEE Transactions on Control of Network Systems. 5, 4, p. 1941-1951 11 p., 8110688.

Research output: Contribution to journalArticle

6 Scopus citations

Learning and Management for Internet of Things: Accounting for Adaptivity and Scalability

Chen, T., Barbarossa, S., Wang, X., Giannakis, G. B. & Zhang, Z. L., Apr 2019, In : Proceedings of the IEEE. 107, 4, p. 778-796 19 p., 8648462.

Research output: Contribution to journalArticle

6 Scopus citations

Learning ReLU Networks on Linearly Separable Data: Algorithm, Optimality, and Generalization

Wang, G., Giannakis, G. B. & Chen, J., May 1 2019, In : IEEE Transactions on Signal Processing. 67, 9, p. 2357-2370 14 p., 8671751.

Research output: Contribution to journalArticle

8 Scopus citations

Mobile Energy Transfer in Internet of Things

Zhang, Q., Wang, G., Chen, J., Giannakis, G. B. & Liu, Q., Oct 2019, In : IEEE Internet of Things Journal. 6, 5, p. 9012-9019 8 p., 8753423.

Research output: Contribution to journalArticle

2 Scopus citations

Multi-Timescale Online Optimization of Network Function Virtualization for Service Chaining

Chen, X., Ni, W., Chen, T., Collings, I. B., Wang, X., Liu, R. P. & Giannakis, G. B., Dec 1 2019, In : IEEE Transactions on Mobile Computing. 18, 12, p. 2899-2912 14 p., 8570806.

Research output: Contribution to journalArticle

1 Scopus citations

Nonlinear dimensionality reduction for discriminative analytics of multiple datasets

Chen, J., Wang, G. & Giannakis, G. B., Feb 1 2019, In : IEEE Transactions on Signal Processing. 67, 3, p. 740-752 13 p., 8565879.

Research output: Contribution to journalArticle

3 Scopus citations

Nonlinear Structural Vector Autoregressive Models with Application to Directed Brain Networks

Shen, Y., Giannakis, G. B. & Baingana, B., Oct 15 2019, In : IEEE Transactions on Signal Processing. 67, 20, p. 5325-5339 15 p., 8831393.

Research output: Contribution to journalArticle

1 Scopus citations

Online Censoring for Large-Scale Regressions with Application to Streaming Big Data

Berberidis, D., Kekatos, V. & Giannakis, G. B., Aug 1 2016, In : IEEE Transactions on Signal Processing. 64, 15, p. 3854-3867 14 p., 7439865.

Research output: Contribution to journalArticle

24 Scopus citations

Online Energy Price Matrix Factorization for Power Grid Topology Tracking

Kekatos, V., Giannakis, G. B. & Baldick, R., May 2016, In : IEEE Transactions on Smart Grid. 7, 3, p. 1239-1248 10 p., 7226869.

Research output: Contribution to journalArticle

14 Scopus citations

Online Graph-Adaptive Learning with Scalability and Privacy

Shen, Y., Leus, G. & Giannakis, G. B., May 1 2019, In : IEEE Transactions on Signal Processing. 67, 9, p. 2471-2483 13 p., 8666759.

Research output: Contribution to journalArticle

1 Scopus citations

Optimal and Scalable Caching for 5G Using Reinforcement Learning of Space-Time Popularities

Sadeghi, A., Sheikholeslami, F. & Giannakis, G. B., Feb 2018, In : IEEE Journal on Selected Topics in Signal Processing. 12, 1, p. 180-190 11 p.

Research output: Contribution to journalArticle

Open Access
46 Scopus citations

Optimal dispatch of residential photovoltaic inverters under forecasting uncertainties

Dallranese, E., Dhople, S., Johnson, B. B. & Giannakis, G. B., Jan 1 2015, In : IEEE Journal of Photovoltaics. 5, 1, p. 350-359 10 p., 6960084.

Research output: Contribution to journalArticle

31 Scopus citations

Phase Retrieval via Reweighted Amplitude Flow

Wang, G., Giannakis, G. B., Saad, Y. & Chen, J., Jun 1 2018, In : IEEE Transactions on Signal Processing. 66, 11, p. 2818-2833 16 p.

Research output: Contribution to journalArticle

15 Scopus citations

Photovoltaic Inverter Controllers Seeking AC Optimal Power Flow Solutions

Dall'Anese, E., Dhople, S. V. & Giannakis, G. B., Jul 2016, In : IEEE Transactions on Power Systems. 31, 4, p. 2809-2823 15 p., 7272777.

Research output: Contribution to journalArticle

38 Scopus citations

Power system state estimation via feasible point pursuit: Algorithms and Cramér-rao bound

Wang, G., Zamzam, A. S., Giannakis, G. B. & Sidiropoulos, N. D., Mar 15 2018, In : IEEE Transactions on Signal Processing. 66, 6, p. 1649-1658 10 p., 8253864.

Research output: Contribution to journalArticle

11 Scopus citations

Random feature-based online multi-kernel learning in environments with unknown dynamics

Shen, Y., Chen, T. & Giannakis, G. B., Feb 1 2019, In : Journal of Machine Learning Research. 20

Research output: Contribution to journalArticle

3 Scopus citations

Real-time energy management in microgrids with reduced battery capacity requirements

Li, B., Chen, T., Wang, X. & Giannakis, G. B., Mar 2019, In : IEEE Transactions on Smart Grid. 10, 2, p. 1928-1938 11 p., 8214260.

Research output: Contribution to journalArticle

3 Scopus citations

Real-Time Load Elasticity Tracking and Pricing for Electric Vehicle Charging

Soltani, N. Y., Kim, S. J. & Giannakis, G. B., May 1 2015, In : IEEE Transactions on Smart Grid. 6, 3, p. 1303-1313 11 p., 6948246.

Research output: Contribution to journalArticle

37 Scopus citations

Real-Time Power System State Estimation and Forecasting via Deep Unrolled Neural Networks

Zhang, L., Wang, G. & Giannakis, G. B., Aug 1 2019, In : IEEE Transactions on Signal Processing. 67, 15, p. 4069-4077 9 p., 8754766.

Research output: Contribution to journalArticle

1 Scopus citations

Reinforcement Learning for Adaptive Caching with Dynamic Storage Pricing

Sadeghi, A., Sheikholeslami, F., Marques, A. G. & Giannakis, G. B., Oct 2019, In : IEEE Journal on Selected Areas in Communications. 37, 10, p. 2267-2281 15 p., 8790766.

Research output: Contribution to journalArticle

Resonant Beam Communications: Principles and Designs

Xiong, M., Liu, Q., Wang, G., Giannakis, G. B. & Huang, C., Oct 2019, In : IEEE Communications Magazine. 57, 10, p. 34-39 6 p., 8875710.

Research output: Contribution to journalArticle

Robust and scalable power system state estimation via composite optimization

Wang, G., Giannakis, G. B. & Chen, J., Nov 2019, In : IEEE Transactions on Smart Grid. 10, 6, p. 6137-6147 11 p., 8632764.

Research output: Contribution to journalArticle

6 Scopus citations

Robust power system state estimation from rank-one measurements

Wang, G., Zhu, H., Giannakis, G. B. & Sun, J., Dec 2019, In : IEEE Transactions on Control of Network Systems. 6, 4, p. 1391-1403 13 p., 8601367.

Research output: Contribution to journalArticle

3 Scopus citations