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Tiago P. Peixoto
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The graph-tool Python library
TP Peixoto
figshare, 2014
493*2014
Hierarchical block structures and high-resolution model selection in large networks
TP Peixoto
Physical Review X 4 (1), 011047, 2014
4732014
The physics of higher-order interactions in complex systems
F Battiston, E Amico, A Barrat, G Bianconi, G Ferraz de Arruda, ...
Nature Physics 17 (10), 1093-1098, 2021
4692021
Efficient Monte Carlo and greedy heuristic for the inference of stochastic block models
TP Peixoto
Physical Review E 89 (1), 012804, 2014
2622014
A network approach to topic models
M Gerlach, TP Peixoto, EG Altmann
Science advances 4 (7), eaaq1360, 2018
2612018
Parsimonious module inference in large networks
TP Peixoto
Physical review letters 110 (14), 148701, 2013
2452013
Bayesian stochastic blockmodeling
TP Peixoto
Advances in network clustering and blockmodeling, 289-332, 2019
2322019
Nonparametric Bayesian inference of the microcanonical stochastic block model
TP Peixoto
Physical Review E 95 (1), 012317, 2017
1892017
Inferring the mesoscale structure of layered, edge-valued, and time-varying networks
TP Peixoto
Physical Review E 92 (4), 042807, 2015
1732015
Entropy of stochastic blockmodel ensembles
TP Peixoto
Physical Review E 85 (5), 056122, 2012
1602012
Model selection and hypothesis testing for large-scale network models with overlapping groups
TP Peixoto
Physical Review X 5 (1), 011033, 2015
1432015
Modelling sequences and temporal networks with dynamic community structures
T P. Peixoto, M Rosvall
Nature Communications 8, 582, 2017
1352017
Network Reconstruction and Community Detection from Dynamics
TP Peixoto
Physical Review Letters 123, 128301, 2019
1292019
Network structure, metadata, and the prediction of missing nodes and annotations
D Hric, TP Peixoto, S Fortunato
Physical Review X 6 (3), 031038, 2016
1172016
Nonparametric weighted stochastic block models
TP Peixoto
Physical Review E 97 (1), 012306, 2018
1112018
Disease localization in multilayer networks
GF de Arruda, E Cozzo, TP Peixoto, FA Rodrigues, Y Moreno
Physical Review X 7 (1), 011014, 2017
1102017
Reconstructing networks with unknown and heterogeneous errors
TP Peixoto
Physical Review X 8, 041011, 2018
1082018
Evolution of robust network topologies: Emergence of central backbones
TP Peixoto, S Bornholdt
Physical review letters 109 (11), 118703, 2012
952012
Hypergraph reconstruction from network data
JG Young, G Petri, TP Peixoto
Communications Physics 4 (1), 135, 2021
892021
Generalized communities in networks
MEJ Newman, TP Peixoto
Physical review letters 115 (8), 088701, 2015
892015
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