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Tiago P. Peixoto
Tiago P. Peixoto
Univ.-Prof. of Complex Systems and Network Science, IT:U, Austria
Adresă de e-mail confirmată pe it-u.at - Pagina de pornire
Titlu
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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
6912021
The graph-tool Python library
TP Peixoto
figshare, 2014
562*2014
Hierarchical block structures and high-resolution model selection in large networks
TP Peixoto
Physical Review X 4 (1), 011047, 2014
5252014
A network approach to topic models
M Gerlach, TP Peixoto, EG Altmann
Science advances 4 (7), eaaq1360, 2018
3082018
Bayesian stochastic blockmodeling
TP Peixoto
Advances in network clustering and blockmodeling, 289-332, 2019
2982019
Efficient Monte Carlo and greedy heuristic for the inference of stochastic block models
TP Peixoto
Physical Review E 89 (1), 012804, 2014
2942014
Parsimonious module inference in large networks
TP Peixoto
Physical review letters 110 (14), 148701, 2013
2682013
Nonparametric Bayesian inference of the microcanonical stochastic block model
TP Peixoto
Physical Review E 95 (1), 012317, 2017
2142017
Inferring the mesoscale structure of layered, edge-valued, and time-varying networks
TP Peixoto
Physical Review E 92 (4), 042807, 2015
1862015
Entropy of stochastic blockmodel ensembles
TP Peixoto
Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 85 (5 …, 2012
1672012
Modelling sequences and temporal networks with dynamic community structures
T P. Peixoto, M Rosvall
Nature Communications 8, 582, 2017
1572017
Network Reconstruction and Community Detection from Dynamics
TP Peixoto
Physical Review Letters 123, 128301, 2019
1542019
Model selection and hypothesis testing for large-scale network models with overlapping groups
TP Peixoto
Physical Review X 5 (1), 011033, 2015
1492015
Nonparametric weighted stochastic block models
TP Peixoto
Physical Review E 97 (1), 012306, 2018
1332018
Network structure, metadata, and the prediction of missing nodes and annotations
D Hric, TP Peixoto, S Fortunato
Physical Review X 6 (3), 031038, 2016
1252016
Reconstructing networks with unknown and heterogeneous errors
TP Peixoto
Physical Review X 8, 041011, 2018
1172018
Disease localization in multilayer networks
GF de Arruda, E Cozzo, TP Peixoto, FA Rodrigues, Y Moreno
Physical Review X 7 (1), 011014, 2017
1162017
Hypergraph reconstruction from network data
JG Young, G Petri, TP Peixoto
Communications Physics 4 (1), 135, 2021
1142021
Evolution of robust network topologies: Emergence of central backbones
TP Peixoto, S Bornholdt
Physical review letters 109 (11), 118703, 2012
962012
Statistical inference links data and theory in network science
L Peel, TP Peixoto, M De Domenico
Nature Communications 13 (1), 6794, 2022
932022
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