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2010 – 2019
- 2019
[j6]Yanning Shen
, Georgios B. Giannakis, Brian Baingana:
Nonlinear Structural Vector Autoregressive Models With Application to Directed Brain Networks. IEEE Trans. Signal Process. 67(20): 5325-5339 (2019)- 2017
- [j5]Brian Baingana, Georgios B. Giannakis:
Tracking Switched Dynamic Network Topologies From Information Cascades. IEEE Trans. Signal Process. 65(4): 985-997 (2017) - [j4]Yanning Shen, Brian Baingana, Georgios B. Giannakis:
Kernel-Based Structural Equation Models for Topology Identification of Directed Networks. IEEE Trans. Signal Process. 65(10): 2503-2516 (2017) - [j3]Yanning Shen, Brian Baingana, Georgios B. Giannakis:
Tensor Decompositions for Identifying Directed Graph Topologies and Tracking Dynamic Networks. IEEE Trans. Signal Process. 65(14): 3675-3687 (2017) - [c14]Yanning Shen, Brian Baingana, Georgios B. Giannakis:
Topology inference of directed graphs using nonlinear structural vector autoregressive models. ICASSP 2017: 6513-6517 - 2016
- [j2]Brian Baingana, Georgios B. Giannakis:
Joint Community and Anomaly Tracking in Dynamic Networks. IEEE Trans. Signal Process. 64(8): 2013-2025 (2016) - [c13]Yanning Shen, Brian Baingana, Georgios B. Giannakis:
Inferring directed network topologies via tensor factorization. ACSSC 2016: 1739-1743 - [c12]Yanning Shen, Brian Baingana, Georgios B. Giannakis:
Nonlinear structural equation models for network topology inference. CISS 2016: 163-168 - [c11]Fatemeh Sheikholeslami, Brian Baingana, Georgios B. Giannakis, Nikolas D. Sidiropoulos:
Egonet tensor decomposition for community identification. GlobalSIP 2016: 341-345 - [c10]Yanning Shen, Brian Baingana, Georgios B. Giannakis:
Tracking dynamic piecewise-constant network topologies via adaptive tensor factorization. GlobalSIP 2016: 375-379 - 2015
- [c9]Brian Baingana, Emiliano Dall'Anese, Gonzalo Mateos, Georgios B. Giannakis:
Robust kriged Kalman filtering. ACSSC 2015: 1525-1529 - [c8]Brian Baingana, Georgios B. Giannakis:
Dynamic and decentralized learning of overlapping network communities. CAMSAP 2015: 97-100 - [c7]Brian Baingana, Georgios B. Giannakis:
Switched dynamic structural equation models for tracking social network topologies. GlobalSIP 2015: 682-686 - [c6]Brian Baingana, Georgios B. Giannakis:
Kernel-based embeddings for large graphs with centrality constraints. ICASSP 2015: 1901-1905 - [i3]Brian Baingana, Georgios B. Giannakis:
Joint community and anomaly tracking in dynamic networks. CoRR abs/1506.07611 (2015) - 2014
- [j1]Brian Baingana, Gonzalo Mateos, Georgios B. Giannakis:
Proximal-Gradient Algorithms for Tracking Cascades Over Social Networks. IEEE J. Sel. Top. Signal Process. 8(4): 563-575 (2014) - [c5]Brian Baingana, Georgios B. Giannakis:
Tracking anomalous community memberships in time-varying networks. GlobalSIP 2014: 867-871 - [c4]Brian Baingana, Gonzalo Mateos, Georgios B. Giannakis:
A proximal gradient algorithm for tracking cascades over networks. ICASSP 2014: 4778-4782 - 2013
- [c3]Brian Baingana, Gonzalo Mateos, Georgios B. Giannakis:
Dynamic structural equation models for tracking topologies of social networksy. CAMSAP 2013: 292-295 - [c2]Juan Andrés Bazerque, Brian Baingana, Georgios B. Giannakis:
Identifiability of sparse structural equation models for directed and cyclic networks. GlobalSIP 2013: 839-842 - [c1]Brian Baingana, Georgios B. Giannakis:
Centrality-constrained graph embedding. ICASSP 2013: 3113-3117 - [i2]Brian Baingana, Georgios B. Giannakis:
Centrality-constrained graph embedding. CoRR abs/1302.0870 (2013) - [i1]Brian Baingana, Gonzalo Mateos, Georgios B. Giannakis:
Dynamic Structural Equation Models for Social Network Topology Inference. CoRR abs/1309.6683 (2013)
Coauthor Index
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