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  • 2020
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  • Anna Scaglione
2020

A Bayesian lower bound for parameters with bounded support priors

Ramakrishna, R. & Scaglione, A., Mar 2020, 2020 54th Annual Conference on Information Sciences and Systems, CISS 2020. Institute of Electrical and Electronics Engineers Inc., 9086249. (2020 54th Annual Conference on Information Sciences and Systems, CISS 2020).

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

Accelerating incremental gradient optimization with curvature information

Wai, H. T., Shi, W., Uribe, C. A., Nedić, A. & Scaglione, A., Jan 1 2020, (Accepted/In press) In : Computational Optimization and Applications.

Research output: Contribution to journalArticle

Blind Community Detection from Low-Rank Excitations of a Graph Filter

Wai, H. T., Segarra, S., Ozdaglar, A. E., Scaglione, A. & Jadbabaie, A., Jan 1 2020, In : IEEE Transactions on Signal Processing. 68, p. 436-451 16 p., 8937488.

Research output: Contribution to journalArticle

Learning Behavior of Distribution System Discrete Control Devices for Cyber-Physical Security

Roberts, C., Scaglione, A., Jamei, M., Gentz, R., Peisert, S., Stewart, E. M., McParland, C., McEachern, A. & Arnold, D., Jan 2020, In : IEEE Transactions on Smart Grid. 11, 1, p. 749-761 13 p., 8805153.

Research output: Contribution to journalArticle

Lossy DistFlow Formulation for Single and Multiphase Radial Feeders

Schweitzer, E., Saha, S., Scaglione, A., Johnson, N. G. & Arnold, D., May 2020, In : IEEE Transactions on Power Systems. 35, 3, p. 1758-1768 11 p., 8907467.

Research output: Contribution to journalArticle

Machine Learning from Distributed, Streaming Data [From the Guest Editors]

Bajwa, W. U., Cevher, V., Papailiopoulos, D. & Scaglione, A., May 2020, In : IEEE Signal Processing Magazine. 37, 3, p. 11-13 3 p., 9084337.

Research output: Contribution to journalReview article

Phasor Measurement Units Optimal Placement and Performance Limits for Fault Localization

Jamei, M., Ramakrishna, R., Tesfay, T., Gentz, R., Roberts, C., Scaglione, A. & Peisert, S., Jan 2020, In : IEEE Journal on Selected Areas in Communications. 38, 1, p. 180-192 13 p., 8892526.

Research output: Contribution to journalArticle

2019

A Case of Distributed Optimization in Adversarial Environment

Ravi, N., Scaglione, A. & Nedic, A., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5252-5256 5 p. 8683442. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

1 Scopus citations

A Framework for Generating Synthetic Distribution Feeders using OpenStreetMap

Saha, S. S., Schweitzer, E., Scaglione, A. & Johnson, N. G., Oct 2019, 51st North American Power Symposium, NAPS 2019. Institute of Electrical and Electronics Engineers Inc., 9000187. (51st North American Power Symposium, NAPS 2019).

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

A Model for joint probabilistic forecast of solar photovoltaic power and outdoor temperature

Ramakrishna, R., Scaglione, A., Vittal, V., Dall'Anese, E. & Bernstein, A., Dec 15 2019, In : IEEE Transactions on Signal Processing. 67, 24, p. 6368-6383 16 p., 8910466.

Research output: Contribution to journalArticle

A multi-layer multi-timescale network utility maximization framework for the SDN-based layback architecture enabling wireless backhaul resource sharing

Wang, M., Karakoc, N., Ferrari, L., Shantharama, P., Thyagaturu, A. S., Reisslein, M. & Scaglione, A., Sep 2019, In : Electronics (Switzerland). 8, 9, 937.

Research output: Contribution to journalArticle

Open Access
5 Scopus citations

Community Inference from Graph Signals with Hidden Nodes

Wai, H. T., Eldar, Y. C., Ozdaglar, A. E. & Scaglione, A., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4948-4952 5 p. 8683001. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

Continuous Time Multi-Stage Stochastic Unit Commitment with Storage

Hreinsson, K., Scaglione, A. & Analui, B., Nov 2019, In : IEEE Transactions on Power Systems. 34, 6, p. 4476-4489 14 p., 8737715.

Research output: Contribution to journalArticle

2 Scopus citations

Decentralized Array Processing with Application to Cooperative Passive Radar

Wu, S. X., Scaglione, A. & Scharf, L., Dec 2019, 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 51-55 5 p. 9022464. (2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings).

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

Detection and Isolation of Adversaries in Decentralized Optimization for Non-Strongly Convex Objectives

Ravi, N. & Scaglione, A., Jan 1 2019, In : IFAC-PapersOnLine. 52, 20, p. 381-386 6 p.

Research output: Contribution to journalConference article

Open Access

Detection of Data Injection Attacks on Decentralized Statistical Estimation

Shalom, O., Leshem, A., Scaglione, A. & Nedich, A., Feb 20 2019, 2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018. Institute of Electrical and Electronics Engineers Inc., 8646074. (2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018).

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

2 Scopus citations

Detection of false data injection attack using graph signal processing for the power grid

Ramakrishna, R. & Scaglione, A., Nov 2019, GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings. Institute of Electrical and Electronics Engineers Inc., 8969373. (GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings).

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

Distributed Bayesian Estimation with Low-rank Data: Application to Solar Array Processing

Ramakrishna, R., Scaglione, A., Spanias, A. & Tepedelenlioglu, C., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4440-4444 5 p. 8682854. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

8 Scopus citations

Localization of Data Injection Attacks on Distributed M-Estimation

Shalom, O., Leshem, A. & Scaglione, A., Jun 2019, 2019 IEEE Data Science Workshop, DSW 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 22-26 5 p. 8755572. (2019 IEEE Data Science Workshop, DSW 2019 - Proceedings).

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

Multi-layer Decomposition of Optimal Resource Sharing Problems

Karakoc, N., Scaglione, A. & Nedich, A., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 178-183 6 p. 8619777. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

1 Scopus citations

On Modeling Voltage Phasor Measurements as Graph Signals

Ramakrishna, R. & Scaglione, A., Jun 2019, 2019 IEEE Data Science Workshop, DSW 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 275-279 5 p. 8755588. (2019 IEEE Data Science Workshop, DSW 2019 - Proceedings).

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

2 Scopus citations

SUCAG: Stochastic Unbiased Curvature-aided Gradient Method for Distributed Optimization

Wai, H. T., Freris, N. M., Nedich, A. & Scaglione, A., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1751-1756 6 p. 8619336. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

1 Scopus citations
2018

Active Sensing of Social Networks: Network Identification From Low-Rank Data

Wai, H. T., Scaglione, A. & Leshem, A., Jun 20 2018, Cooperative and Graph Signal Processing: Principles and Applications. Elsevier, p. 601-622 22 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Scopus citations

Active spectrum sensing with sequential sub-Nyquist sampling

Ferrari, L. & Scaglione, A., Apr 10 2018, Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017. Matthews, M. B. (ed.). Institute of Electrical and Electronics Engineers Inc., Vol. 2017-October. p. 548-552 5 p.

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

A Dynamic Multistage Stochastic Unit Commitment Formulation for Intraday Markets

Analui, B. & Scaglione, A., Jul 2018, In : IEEE Transactions on Power Systems. 33, 4, p. 3653-3663 11 p.

Research output: Contribution to journalArticle

5 Scopus citations

A Mathematical Programing Solution for Automatic Generation of Synthetic Power Flow Cases

Schweitzer, E. & Scaglione, A., Aug 3 2018, (Accepted/In press) In : IEEE Transactions on Power Systems.

Research output: Contribution to journalArticle

2 Scopus citations

Anomaly detection using optimally placed μPMU sensors in distribution grids

Jamei, M., Scaglione, A., Roberts, C., Stewart, E., Peisert, S., McParland, C. & McEachern, A., Jul 2018, In : IEEE Transactions on Power Systems. 33, 4, p. 3611-3623 13 p.

Research output: Contribution to journalArticle

29 Scopus citations

A Review of Distributed Algorithms for Principal Component Analysis

Wu, S. X., Wai, H. T., Li, L. & Scaglione, A., Aug 2018, In : Proceedings of the IEEE. 106, 8, p. 1321-1340 20 p., 8425655.

Research output: Contribution to journalArticle

7 Scopus citations

AVAIL: Assured Volt-Ampère Information Ledger

Tesfay, T., Jamei, M., Scaglione, A., Hedman, M., Hedman, K. & Bazzi, R., Dec 24 2018, 2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, SmartGridComm 2018. Institute of Electrical and Electronics Engineers Inc., 8587601

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

1 Scopus citations

Community Detection from Low-Rank Excitations of a Graph Filter

Wai, H. T., Segarra, S., Ozdaglar, A. E., Scaglione, A. & Jadbabaie, A., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4044-4048 5 p. 8462239. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

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

4 Scopus citations

Continuous time multi-stage stochastic reserve and unit commitment

Hreinsson, K., Analui, B. & Scaglione, A., Aug 20 2018, 20th Power Systems Computation Conference, PSCC 2018. Institute of Electrical and Electronics Engineers Inc., 8442490

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

2 Scopus citations

Curvature-aided incremental aggregated gradient method

Wai, H. T., Shi, W., Nedich, A. & Scaglione, A., Jan 17 2018, 55th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 526-532 7 p.

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

1 Scopus citations

Data injection attack on decentralized optimization

Xiaoxiao Wu, S., Wai, H. T., Scaglione, A., Nedich, A. & Leshem, A., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 3644-3648 5 p. 8462528

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

4 Scopus citations

Decentralized DC MicroGrid Monitoring and Optimization via Primary Control Perturbations

Angjelichinoski, M., Scaglione, A., Popovski, P. & Stefanovic, C., Apr 13 2018, (Accepted/In press) In : IEEE Transactions on Signal Processing.

Research output: Contribution to journalArticle

4 Scopus citations

Detecting and Localizing Adversarial Nodes Usig Neural Networks

Li, G., Xiaoxiao Wu, S., Zhang, S., Wai, H. T. & Scaglione, A., Aug 24 2018, 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2018. Institute of Electrical and Electronics Engineers Inc., 8445849. (IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC; vol. 2018-June).

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

1 Scopus citations

Estimating Social Opinion Dynamics Models from Voting Records

Wu, X., Wai, H. T. & Scaglione, A., Apr 26 2018, (Accepted/In press) In : IEEE Transactions on Signal Processing.

Research output: Contribution to journalArticle

4 Scopus citations

Gas and electric grid unit commitment with coordinated N-1 generator contingency analysis

Jamei, M., Schweitzer, E., Scaglione, A. & Hedman, K., Aug 20 2018, 20th Power Systems Computation Conference, PSCC 2018. Institute of Electrical and Electronics Engineers Inc., 8442863

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

2 Scopus citations

Identifying susceptible agents in time varying opinion dynamics through compressive measurements

Wai, H. T., Ozdaglar, A. E. & Scaglione, A., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 4114-4118 5 p. 8462377

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

3 Scopus citations

Joint probabilistic forecasts of temperature and solar irradiance

Ramakrishna, R., Bernstein, A., Dall'Anese, E. & Scaglione, A., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 3819-3823 5 p. 8462496

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

2 Scopus citations

LayBack: SDN Management of Multi-access Edge Computing (MEC) for Network Access Services and Radio Resource Sharing

Shantharama, P., Thyagaturu, A., Karakoc, N., Ferrari, L., Reisslein, M. & Scaglione, A., Jan 1 2018, (Accepted/In press) In : IEEE Access.

Research output: Contribution to journalArticle

14 Scopus citations

Layered cooperative resource sharing at a wireless SDN backhaul

Ferrari, L., Karakoç, N., Scaglione, A., Reisslein, M. & Thyagaturu, A., Jul 3 2018, 2018 IEEE International Conference on Communications Workshops, ICC Workshops 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p.

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

7 Scopus citations

Low-Resolution Fault Localization Using Phasor Measurement Units with Community Detection

Jamei, M., Scaglione, A. & Peisert, S., Dec 24 2018, 2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, SmartGridComm 2018. Institute of Electrical and Electronics Engineers Inc., 8587461. (2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, SmartGridComm 2018).

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

6 Scopus citations

Methods for Decentralized Signal Processing With Big Data

Wai, H. T., Scaglione, A. & Moulines, E., Jun 20 2018, Cooperative and Graph Signal Processing: Principles and Applications. Elsevier, p. 399-417 19 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Network Inference and its Application to the Estimation of Crowd Dynamics from IoT Sensors

Ravi, N., Ramakrishna, R., Wai, H. T. & Scaglione, A., Aug 24 2018, 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-June. 8446031

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

NETWORK INFERENCE from COMPLEX SYSTEMS STEADY STATES OBSERVATIONS: THEORY and METHODS

Wai, H. T., Scaglione, A., Barzel, B. & Leshem, A., Aug 17 2018, 2018 IEEE Data Science Workshop, DSW 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 155-159 5 p. 8439896. (2018 IEEE Data Science Workshop, DSW 2018 - Proceedings).

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

On aggregating thermostatically controlled loads based on energy losses

Hreinsson, K. & Scaglione, A., Jan 29 2018, 2017 IEEE Power and Energy Society General Meeting, PESGM 2017. IEEE Computer Society, Vol. 2018-January. p. 1-5 5 p.

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

1 Scopus citations

Online Thevenin parameter tracking using synchrophasor data

Jamei, M., Scaglione, A., Roberts, C., McEachern, A., Stewart, E., Peisert, S. & McParland, C., Jan 29 2018, 2017 IEEE Power and Energy Society General Meeting, PESGM 2017. IEEE Computer Society, p. 1-5 5 p. (IEEE Power and Energy Society General Meeting; vol. 2018-January).

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

4 Scopus citations

Retail and Wholesale Electricity Pricing Considering Electric Vehicle Mobility

Alizadeh, M., Wai, H. T., Goldsmith, A. & Scaglione, A., Feb 24 2018, (Accepted/In press) In : IEEE Transactions on Control of Network Systems.

Research output: Contribution to journalArticle

7 Scopus citations

The Impact of Random Actions on Opinion Dynamics

Leshem, A. & Scaglione, A., Sep 1 2018, In : IEEE Transactions on Signal and Information Processing over Networks. 4, 3, p. 576-584 9 p., 8268532.

Research output: Contribution to journalArticle

1 Scopus citations

Towards operational validation: Mapping power system inputs to operating conditions

Schweitzer, E., Xu, T., Birchfield, A. B., Scaglione, A., Overbye, T. J., Thomas, R. J. & Wang, Z., Aug 20 2018, 20th Power Systems Computation Conference, PSCC 2018. Institute of Electrical and Electronics Engineers Inc., 8442880

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

1 Scopus citations