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  • Anna Scaglione
2020

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

1 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

7 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
2017

A compressive sensing framework for the analysis of solar Photo-Voltaic power

Ramakrishna, R. & Scaglione, A., Mar 1 2017, Conference Record of the 50th Asilomar Conference on Signals, Systems and Computers, ACSSC 2016. IEEE Computer Society, p. 308-312 5 p. 7869048

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

4 Scopus citations

A Dynamic Multistage Stochastic Unit Commitment Formulation for Intraday Markets

Analui, B. & Scaglione, A., Nov 1 2017, (Accepted/In press) In : IEEE Transactions on Power Systems.

Research output: Contribution to journalArticle

5 Scopus citations

Aggregate load models for demand response: Exploring flexibility

Hreinsson, K., Scaglione, A. & Vittal, V., Apr 19 2017, 2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 926-930 5 p. 7905978

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

1 Scopus citations

A metric-based validation process to assess the realism of synthetic power grids

Birchfield, A. B., Schweitzer, E., Athari, M. H., Xu, T., Overbye, T. J., Scaglione, A. & Wang, Z., Aug 1 2017, In : Energies. 10, 8, 1233.

Research output: Contribution to journalArticle

12 Scopus citations

A projection-free decentralized algorithm for non-convex optimization

Wai, H. T., Scaglione, A., Lafond, J. & Moulines, E., Apr 19 2017, 2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 475-479 5 p. 7905887

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

3 Scopus citations

Automated Generation Algorithm for Synthetic Medium Voltage Radial Distribution Systems

Schweitzer, E., Scaglione, A., Monti, A. & Pagani, G. A., Apr 12 2017, (Accepted/In press) In : IEEE Journal on Emerging and Selected Topics in Circuits and Systems.

Research output: Contribution to journalArticle

6 Scopus citations

Caching for distributed parameter estimation in wireless sensor networks

Chennakesavula, P., Hong, Y. W. P. & Scaglione, A., Jul 28 2017, 2017 IEEE International Conference on Communications, ICC 2017. Institute of Electrical and Electronics Engineers Inc., 7997045

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

1 Scopus citations

Continuous-time marginal pricing of power trajectories in power systems

Scaglione, A., Mar 27 2017, 2016 Information Theory and Applications Workshop, ITA 2016. Institute of Electrical and Electronics Engineers Inc., 7888188. (2016 Information Theory and Applications Workshop, ITA 2016).

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

1 Scopus citations

Data mining the underlying trust in the US Congress

Wu, S. X., Wai, H. T. & Scaglione, A., Apr 19 2017, 2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1202-1206 5 p. 7906032

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

1 Scopus citations

Decentralized Frank-Wolfe Algorithm for Convex and Nonconvex Problems

Wai, H. T., Lafond, J., Scaglione, A. & Moulines, E., Nov 1 2017, In : IEEE Transactions on Automatic Control. 62, 11, p. 5522-5537 16 p., 7883821.

Research output: Contribution to journalArticle

17 Scopus citations

Distributed estimation of the operating state of a single-bus DC microgrid without an external communication interface

Angjelichinoski, M., Scaglione, A., Popovski, P. & Stefanović, Č., Apr 19 2017, 2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 778-782 5 p. 7905948

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

3 Scopus citations

Fast and privacy preserving distributed low-rank regression

Wai, H. T., Scaglione, A., Lafond, J. & Moulines, E., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4451-4455 5 p. 7952998

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

3 Scopus citations

Introduction to the Issue on Cooperative Signal Processing for Heterogeneous and Multi-Task Wireless Sensor Networks

Zoubir, A. M., Plata-Chaves, J., Palomar, D. P., Ribeiro, A. & Scaglione, A., Apr 1 2017, In : IEEE Journal on Selected Topics in Signal Processing. 11, 3, p. 447-449 3 p., 7895266.

Research output: Contribution to journalEditorial

1 Scopus citations

Marginal charging station pricing in an intelligent electric transportation system

Alizadeh, M., Wai, H. T., Goldsmith, A. & Scaglione, A., Jun 29 2017, 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 3438-3444 7 p. 7963478

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

Optimal pricing to manage electric vehicles in coupled power and transportation networks

Alizadeh, M., Wai, H. T., Chowdhury, M., Goldsmith, A., Scaglione, A. & Javidi, T., Dec 1 2017, In : IEEE Transactions on Control of Network Systems. 4, 4, p. 863-875 13 p., 2590259.

Research output: Contribution to journalArticle

27 Scopus citations

Power grid network analysis for smart grid applications

Wang, Z., Scaglione, A. & Thomas, R. J., Jan 1 2017, Smart Grids: Clouds, Communications, Open Source, and Automation. CRC Press, p. 151-177 27 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

The Power-Oja method for decentralized subspace estimation/tracking

Wu, S. X., Wai, H. T., Scaglione, A. & Jacklin, N. A., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3524-3528 5 p. 7952812

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

1 Scopus citations

Topology identification for multiple-bus DC MicroGrids via primary control perturbations

Angjelichinoski, M., Stefanovic, C., Popovski, P., Scaglione, A. & Blaabjerg, F., Aug 3 2017, 2017 IEEE 2nd International Conference on Direct Current Microgrids, ICDCM 2017. Institute of Electrical and Electronics Engineers Inc., p. 202-206 5 p. 8001045

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

3 Scopus citations

Utility Maximizing Sequential Sensing over a Finite Horizon

Ferrari, L., Zhao, Q. & Scaglione, A., Jul 1 2017, In : IEEE Transactions on Signal Processing. 65, 13, p. 3430-3445 16 p., 7895211.

Research output: Contribution to journalArticle

4 Scopus citations
2016

A convex model for linguistic influence in group conversations

Kawabata, K., Berisha, V., Scaglione, A. & LaCross, A., 2016, In : Unknown Journal. 08-12-September-2016, p. 1442-1446 5 p.

Research output: Contribution to journalArticle

3 Scopus citations

Active online learning of trusts in social networks

Wai, H. T., Scaglione, A. & Leshem, A., May 18 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-May. p. 4139-4143 5 p. 7472456

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

Active Sensing of Social Networks

Wai, H. T., Scaglione, A. & Leshem, A., Sep 1 2016, In : IEEE Transactions on Signal and Information Processing over Networks. 2, 3, p. 406-419 14 p., 7456339.

Research output: Contribution to journalArticle

26 Scopus citations

An approximation algorithm for future wind scenarios

Analui, B. & Scaglione, A., Aug 24 2016, 2016 19th IEEE Statistical Signal Processing Workshop, SSP 2016. IEEE Computer Society, Vol. 2016-August. 7551821

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

1 Scopus citations

Convergence Results on Pulse Coupled Oscillator Protocols in Locally Connected Networks

Ferrari, L., Scaglione, A., Gentz, R. & Hong, Y. W. P., Oct 7 2016, (Accepted/In press) In : IEEE/ACM Transactions on Networking.

Research output: Contribution to journalArticle

2 Scopus citations

Data injection attacks in randomized gossiping

Gentz, R., Wu, S. X., Wai, H. T., Scaglione, A. & Leshem, A., Jan 1 2016, In : IEEE Transactions on Signal and Information Processing over Networks. 2, 4, p. 523-538 16 p., 7581021.

Research output: Contribution to journalArticle

24 Scopus citations

Detection of data injection attacks in decentralized learning

Gentz, R., Wai, H. T., Scaglione, A. & Leshem, A., Feb 26 2016, Conference Record - Asilomar Conference on Signals, Systems and Computers. IEEE Computer Society, Vol. 2016-February. p. 350-354 5 p. 7421145

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

4 Scopus citations

Generation ramping valuation in day-ahead electricity markets

Parvania, M. & Scaglione, A., Mar 7 2016, Proceedings of the 49th Annual Hawaii International Conference on System Sciences, HICSS 2016. IEEE Computer Society, Vol. 2016-March. p. 2335-2344 10 p. 7427475

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

16 Scopus citations

Identifying trust in social networks with stubborn agents, with application to market decisions

Wai, H. T., Scaglione, A. & Leshem, A., Apr 4 2016, 2015 53rd Annual Allerton Conference on Communication, Control, and Computing, Allerton 2015. Institute of Electrical and Electronics Engineers Inc., p. 747-754 8 p. 7447081

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

1 Scopus citations

Micro Synchrophasor-Based Intrusion Detection in Automated Distribution Systems: Toward Critical Infrastructure Security

Jamei, M., Stewart, E., Peisert, S., Scaglione, A., McParland, C., Roberts, C. & McEachern, A., Sep 1 2016, In : IEEE Internet Computing. 20, 5, p. 18-27 10 p., 7676142.

Research output: Contribution to journalArticle

13 Scopus citations