Tiago P. Peixoto

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Yamir MorenoInstitute for Biocomputation and Physics of Complex Systems, University of Zaragoza, Zaragoza, SpainVerified email at unizar.es
Guilherme Ferraz de ArrudaISI FoundationVerified email at icmc.usp.br
Barbara DrosselInstitute of condensed matter physics, TU DarmstadtVerified email at fkp.tu-darmstadt.de
Giovanni PetriPrincipal Researcher, CENTAIVerified email at centai.eu
Eduardo G. AltmannProfessor, School of Mathematics and Statistics, University of SydneyVerified email at sydney.edu.au
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 cozzoPostdoc researcher IN3-UOC and UBICS, BarcelonaVerified email at uoc.edu
Martin GerlachResearch Scientist, Wikimedia FoundationVerified email at wikimedia.org
Carmen Pimentel Cintra do PradoProfessor do Instituto de Física, Universidade de São PauloVerified email at if.usp.br
Martin RosvallProfessor of Physics, Umeå UniversityVerified email at umu.se
Jean-Gabriel YoungUniversity of VermontVerified email at uvm.edu
Santo FortunatoProfessor, School of Informatics and Computing, Indiana University, Bloomington, USAVerified email at indiana.edu
Darko Hricalumni of Department of Computer Science, Aalto University School of Science, FinlandVerified email at aalto.fi
Micah M. MurrayFounding Scientific and Academic Director, The Sense Innovation and Research Center, Lausanne andVerified email at chuv.ch
Ginestra BianconiProfessor, Queen Mary University of LondonVerified email at maths.qmul.ac.uk
Iacopo IacopiniDepartment of Network and Data Science, Central European UniversityVerified email at ceu.edu
Federico BattistonAssociate Professor, Department of Network and Data Science, Central European UniversityVerified email at ceu.edu
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

Tiago P. Peixoto

Associate Professor, Central European University

Verified email at ceu.edu - Homepage

Network Science Statistical Relational Learning Machine Learning Bayesian Statistics Statistical Physics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Hierarchical block structures and high-resolution model selection in large networks TP Peixoto Physical Review X 4 (1), 011047, 2014	359	2014
The graph-tool Python library TP Peixoto figshare, 2014	357*	2014
Parsimonious module inference in large networks TP Peixoto Physical review letters 110 (14), 148701, 2013	204	2013
Efficient Monte Carlo and greedy heuristic for the inference of stochastic block models TP Peixoto Physical Review E 89 (1), 012804, 2014	186	2014
A network approach to topic models M Gerlach, TP Peixoto, EG Altmann Science advances 4 (7), eaaq1360, 2018	153	2018
Bayesian stochastic blockmodeling TP Peixoto Advances in network clustering and blockmodeling, 289-332, 2019	146	2019
Inferring the mesoscale structure of layered, edge-valued, and time-varying networks TP Peixoto Physical Review E 92 (4), 042807, 2015	136	2015
Entropy of stochastic blockmodel ensembles TP Peixoto Physical Review E 85 (5), 056122, 2012	131	2012
Nonparametric Bayesian inference of the microcanonical stochastic block model TP Peixoto Physical Review E 95 (1), 012317, 2017	128	2017
Model selection and hypothesis testing for large-scale network models with overlapping groups TP Peixoto Physical Review X 5 (1), 011033, 2015	119	2015
Modelling sequences and temporal networks with dynamic community structures T P. Peixoto, M Rosvall Nature Communications 8, 582, 2017	105	2017
Network structure, metadata, and the prediction of missing nodes and annotations D Hric, TP Peixoto, S Fortunato Physical Review X 6 (3), 031038, 2016	100	2016
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	96	2021
Disease localization in multilayer networks GF de Arruda, E Cozzo, TP Peixoto, FA Rodrigues, Y Moreno Physical Review X 7 (1), 011014, 2017	93	2017
Evolution of robust network topologies: Emergence of central backbones TP Peixoto, S Bornholdt Physical review letters 109 (11), 118703, 2012	88	2012
Generalized communities in networks MEJ Newman, TP Peixoto Physical review letters 115 (8), 088701, 2015	85	2015
Reconstructing networks with unknown and heterogeneous errors TP Peixoto Physical Review X 8, 041011, 2018	76	2018
Nonparametric weighted stochastic block models TP Peixoto Physical Review E 97 (1), 012306, 2018	72	2018
Network Reconstruction and Community Detection from Dynamics TP Peixoto Physical Review Letters 123, 128301, 2019	71	2019
Trust transitivity in social networks O Richters, TP Peixoto PloS one 6 (4), e18384, 2011	71	2011

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