Tiago P. Peixoto

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Yamir MorenoInstitute BIFI, Universidad de Zaragoza, Zaragoza, SpainVerified email at unizar.es
Guilherme Ferraz de ArrudaCENTAI InstituteVerified email at centai.eu
Giovanni PetriProfessor, Network Science Institute, Northeastern University LondonVerified email at nulondon.ac.uk
Eduardo G. AltmannProfessor, School of Mathematics and Statistics, University of SydneyVerified email at sydney.edu.au
Barbara DrosselInstitute of condensed matter physics, TU DarmstadtVerified email at fkp.tu-darmstadt.de
Martin GerlachSenior Research Scientist, Wikimedia FoundationVerified email at wikimedia.org
Micah M. MurrayFounding Scientific and Academic Director, The Sense Innovation and Research Center, SwitzerlandVerified email at chuv.ch
Ginestra BianconiProfessor, Queen Mary University of LondonVerified email at maths.qmul.ac.uk
Iacopo IacopiniAssistant Professor, Network Science Institute, Northeastern University LondonVerified email at nulondon.ac.uk
Alain BarratCNRSVerified email at cpt.univ-mrs.fr
Vito LatoraProfessor of Applied Mathematics (Chair of Complex Systems), Queen Mary University of LondonVerified email at qmul.ac.uk
Francesco VaccarinoPolitecnico di TorinoVerified email at polito.it
Sonia KefiCNRSVerified email at umontpellier.fr
Benedetta FranceschielloAssociate Professor, School of Engineering, HES-SO Valais-WallisVerified email at hevs.ch
Enrico AmicoLecturer, Aston University - Email: e.amico@aston.ac.ukVerified email at aston.ac.uk
Stefan BornholdtProfessor of Theoretical Physics, University of Bremen Verified email at itp.uni-bremen.de
Francisco A. RodriguesUniversidade de São PauloVerified email at icmc.usp.br
emanuele cozzoUniversitat de Barcelona Institute of Complex SystemsVerified email at ub.edu
Jean-Gabriel YoungUniversity of VermontVerified email at uvm.edu
Martin RosvallProfessor of Physics, Umeå UniversityVerified email at umu.se

Tiago P. Peixoto

Associate Professor, Central European University

Verified email at ceu.edu - Homepage

Network Science Computational Statistics Machine Learning Statistical Physics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
The graph-tool Python library TP Peixoto figshare, 2014	487*	2014
Hierarchical block structures and high-resolution model selection in large networks TP Peixoto Physical Review X 4 (1), 011047, 2014	469	2014
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	455	2021
A network approach to topic models M Gerlach, TP Peixoto, EG Altmann Science advances 4 (7), eaaq1360, 2018	259	2018
Efficient Monte Carlo and greedy heuristic for the inference of stochastic block models TP Peixoto Physical Review E 89 (1), 012804, 2014	259	2014
Parsimonious module inference in large networks TP Peixoto Physical review letters 110 (14), 148701, 2013	244	2013
Bayesian stochastic blockmodeling TP Peixoto Advances in network clustering and blockmodeling, 289-332, 2019	230	2019
Nonparametric Bayesian inference of the microcanonical stochastic block model TP Peixoto Physical Review E 95 (1), 012317, 2017	186	2017
Inferring the mesoscale structure of layered, edge-valued, and time-varying networks TP Peixoto Physical Review E 92 (4), 042807, 2015	172	2015
Entropy of stochastic blockmodel ensembles TP Peixoto Physical Review E 85 (5), 056122, 2012	160	2012
Model selection and hypothesis testing for large-scale network models with overlapping groups TP Peixoto Physical Review X 5 (1), 011033, 2015	142	2015
Modelling sequences and temporal networks with dynamic community structures T P. Peixoto, M Rosvall Nature Communications 8, 582, 2017	134	2017
Network Reconstruction and Community Detection from Dynamics TP Peixoto Physical Review Letters 123, 128301, 2019	126	2019
Network structure, metadata, and the prediction of missing nodes and annotations D Hric, TP Peixoto, S Fortunato Physical Review X 6 (3), 031038, 2016	117	2016
Nonparametric weighted stochastic block models TP Peixoto Physical Review E 97 (1), 012306, 2018	109	2018
Disease localization in multilayer networks GF de Arruda, E Cozzo, TP Peixoto, FA Rodrigues, Y Moreno Physical Review X 7 (1), 011014, 2017	109	2017
Reconstructing networks with unknown and heterogeneous errors TP Peixoto Physical Review X 8, 041011, 2018	108	2018
Evolution of robust network topologies: Emergence of central backbones TP Peixoto, S Bornholdt Physical review letters 109 (11), 118703, 2012	94	2012
Generalized communities in networks MEJ Newman, TP Peixoto Physical review letters 115 (8), 088701, 2015	89	2015
Hypergraph reconstruction from network data JG Young, G Petri, TP Peixoto Communications Physics 4 (1), 135, 2021	88	2021

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