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2020 – today
- 2024
[c15]Augusto Santos, Diogo Rente, Rui Seabra, José M. F. Moura:
Learning the Causal Structure of Networked Dynamical Systems under Latent Nodes and Structured Noise. AAAI 2024: 14866-14874- [c14]Augusto Santos
, Diogo Rente, Rui Seabra, José M. F. Moura:
Inferring the Graph of Networked Dynamical Systems under Partial Observability and Spatially Colored Noise. ICASSP 2024: 13156-13160 - 2023
- [c13]Sergio Machado, Anirudh Sridhar, Paulo Gil, Jorge Henriques, José M. F. Moura, Augusto Santos:
Recovering the Graph Underlying Networked Dynamical Systems under Partial Observability: A Deep Learning Approach. AAAI 2023: 9038-9046 - [i12]Augusto Santos, Diogo Rente, Rui Seabra, José M. F. Moura:
Learning the Causal Structure of Networked Dynamical Systems under Latent Nodes and Structured Noise. CoRR abs/2312.05974 (2023) - [i11]Augusto Santos, Diogo Rente, Rui Seabra, José M. F. Moura:
Inferring the Graph of Networked Dynamical Systems under Partial Observability and Spatially Colored Noise. CoRR abs/2312.11324 (2023) - 2022
- [j5]Nguyen Huu Phong, Augusto Santos, Bernardete Ribeiro:
PSO-Convolutional Neural Networks With Heterogeneous Learning Rate. IEEE Access 10: 89970-89988 (2022) - [i10]Nguyen Huu Phong, Augusto Santos, Bernardete Ribeiro:
PSO-Convolutional Neural Networks with Heterogeneous Learning Rate. CoRR abs/2205.10456 (2022) - [i9]Sergio Machado, Anirudh Sridhar, Paulo Gil, Jorge Henriques, José M. F. Moura, Augusto Santos:
Recovering the Graph Underlying Networked Dynamical Systems under Partial Observability: A Deep Learning Approach. CoRR abs/2208.04405 (2022) - 2020
- [j4]Vincenzo Matta, Augusto Santos, Ali H. Sayed:
Graph Learning Under Partial Observability. Proc. IEEE 108(11): 2049-2066 (2020) - [j3]Augusto Santos, Vincenzo Matta, Ali H. Sayed:
Local Tomography of Large Networks Under the Low-Observability Regime. IEEE Trans. Inf. Theory 66(1): 587-613 (2020) - [c12]Vincenzo Matta, Virginia Bordignon, Augusto Santos, Ali H. Sayed:
Learning Graph Influence from Social Interactions. ICASSP 2020: 5535-5539 - [i8]Vincenzo Matta, Virginia Bordignon, Augusto Santos, Ali H. Sayed:
Learning Graph Influence from Social Interactions. CoRR abs/2002.04946 (2020)
2010 – 2019
- 2019
- [c11]Vincenzo Matta, Augusto Santos, Ali H. Sayed:
Exponential Collapse of Social Beliefs over Weakly-connected Heterogeneous Networks. ICASSP 2019: 5267-5271 - [c10]Vincenzo Matta, Augusto Santos, Ali H. Sayed:
Graph Learning with Partial Observations: Role of Degree Concentration. ISIT 2019: 1312-1316 - [i7]Vincenzo Matta, Augusto Santos, Ali H. Sayed:
Learning Erdős-Rényi Graphs under Partial Observations: Concentration or Sparsity? CoRR abs/1904.02963 (2019) - [i6]Augusto Santos, Vincenzo Matta, Ali H. Sayed:
Topology Inference over Networks with Nonlinear Coupling. CoRR abs/1906.09029 (2019) - [i5]Vincenzo Matta, Virginia Bordignon, Augusto Santos, Ali H. Sayed:
Interplay between Topology and Social Learning over Weak Graphs. CoRR abs/1910.13905 (2019) - [i4]Vincenzo Matta, Augusto Santos, Ali H. Sayed:
Inverse Graph Learning over Optimization Networks. CoRR abs/1912.08465 (2019) - 2018
- [c9]Vincenzo Matta, Augusto Santos, Ali H. Sayed:
Tomography of Large Adaptive Networks under the Dense Latent Regime : Invited Paper. ACSSC 2018: 2144-2148 - [c8]Augusto Santos, Vincenzo Matta, Ali H. Sayed:
Divide-and-Conquer Tomography for Large-Scale Networks. DSW 2018: 170-174 - [c7]Augusto Santos, Vincenzo Matta, Ali H. Sayed:
Consistent Tomography over Diffusion Networks under the Low-Observability Regime. ISIT 2018: 1839-1843 - [i3]Augusto Santos, Vincenzo Matta, Ali H. Sayed:
Local Tomography of Large Networks under the Low-Observability Regime. CoRR abs/1805.09081 (2018) - 2017
- [j2]Augusto Almeida Santos, Michele Nogueira, José M. F. Moura:
A Stochastic Adaptive Model to Explore Mobile Botnet Dynamics. IEEE Commun. Lett. 21(4): 753-756 (2017) - 2016
- [c6]Augusto Almeida Santos, Soummya Kar, José M. F. Moura, João Xavier:
Thermodynamic limit of interacting particle systems over dynamical networks. ACSSC 2016: 997-1000 - [c5]Augusto Santos, Soummya Kar, Ramayya Krishnan, José M. F. Moura:
Adaptive social networks: Strong attractors and emergence and downfall of leaders. Allerton 2016: 1081-1087 - [c4]Marcelo Linck, Gabriel Paz, Augusto Santos, César A. M. Marcon:
Software-based mechanism for Network-on-Chip performance increase. ICECS 2016: 628-631 - 2015
- [j1]Augusto Santos, José M. F. Moura, João M. F. Xavier:
Bi-Virus SIS Epidemics over Networks: Qualitative Analysis. IEEE Trans. Netw. Sci. Eng. 2(1): 17-29 (2015) - [c3]Augusto Santos, José M. F. Moura, João M. F. Xavier:
Sufficient condition for survival of the fittest in a bi-virus epidemics. ACSSC 2015: 1323-1327 - 2013
- [i2]Augusto Santos, José M. F. Moura, João Manuel Freitas Xavier:
Emergent Behavior in Multipartite Large Networks: Multi-virus Epidemics. CoRR abs/1306.6198 (2013) - [i1]Augusto Santos, José M. F. Moura, João Manuel Freitas Xavier:
Epidemics in Multipartite Networks: Emergent Dynamics. CoRR abs/1306.6812 (2013) - 2012
- [c2]Augusto Santos, José M. F. Moura:
Diffusion and topology: Large densely connected bipartite networks. CDC 2012: 2738-2743 - 2011
- [c1]Augusto Santos, José M. F. Moura:
Emergent behavior in large scale networks. CDC/ECC 2011: 4485-4490
Coauthor Index
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