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 IacopiniAssociate 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 AmicoAssistant Professor, School of Mathematics & Center for Human Brain Health, University of BirminghamVerified email at bham.ac.uk
Francisco A. RodriguesUniversidade de São PauloVerified email at icmc.usp.br
emanuele cozzoUniversitat de Barcelona Institute of Complex SystemsVerified email at ub.edu
Stefan BornholdtProfessor of Theoretical Physics, University of Bremen Verified email at itp.uni-bremen.de
Martin RosvallProfessor of Physics, Umeå UniversityVerified email at umu.se
Carmen Pimentel Cintra do PradoProfessor do Instituto de Física, Universidade de São PauloVerified email at if.usp.br

Tiago P. Peixoto

Professor, IT:U Linz, Austria

Verified email at it-u.at - Homepage

Network Science Complex Systems Computational Statistics Statistical Physics


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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	561	2021
The graph-tool Python library TP Peixoto figshare, 2014	534*	2014
Hierarchical block structures and high-resolution model selection in large networks TP Peixoto Physical Review X 4 (1), 011047, 2014	503	2014
A network approach to topic models M Gerlach, TP Peixoto, EG Altmann Science advances 4 (7), eaaq1360, 2018	279	2018
Efficient Monte Carlo and greedy heuristic for the inference of stochastic block models TP Peixoto Physical Review E 89 (1), 012804, 2014	277	2014
Bayesian stochastic blockmodeling TP Peixoto Advances in network clustering and blockmodeling, 289-332, 2019	265	2019
Parsimonious module inference in large networks TP Peixoto Physical review letters 110 (14), 148701, 2013	257	2013
Nonparametric Bayesian inference of the microcanonical stochastic block model TP Peixoto Physical Review E 95 (1), 012317, 2017	202	2017
Inferring the mesoscale structure of layered, edge-valued, and time-varying networks TP Peixoto Physical Review E 92 (4), 042807, 2015	181	2015
Entropy of stochastic blockmodel ensembles TP Peixoto Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 85 (5 …, 2012	168	2012
Modelling sequences and temporal networks with dynamic community structures T P. Peixoto, M Rosvall Nature Communications 8, 582, 2017	147	2017
Model selection and hypothesis testing for large-scale network models with overlapping groups TP Peixoto Physical Review X 5 (1), 011033, 2015	144	2015
Network Reconstruction and Community Detection from Dynamics TP Peixoto Physical Review Letters 123, 128301, 2019	140	2019
Nonparametric weighted stochastic block models TP Peixoto Physical Review E 97 (1), 012306, 2018	126	2018
Network structure, metadata, and the prediction of missing nodes and annotations D Hric, TP Peixoto, S Fortunato Physical Review X 6 (3), 031038, 2016	122	2016
Disease localization in multilayer networks GF de Arruda, E Cozzo, TP Peixoto, FA Rodrigues, Y Moreno Physical Review X 7 (1), 011014, 2017	113	2017
Reconstructing networks with unknown and heterogeneous errors TP Peixoto Physical Review X 8, 041011, 2018	111	2018
Hypergraph reconstruction from network data JG Young, G Petri, TP Peixoto Communications Physics 4 (1), 135, 2021	102	2021
Evolution of robust network topologies: Emergence of central backbones TP Peixoto, S Bornholdt Physical review letters 109 (11), 118703, 2012	97	2012
Generalized communities in networks MEJ Newman, TP Peixoto Physical review letters 115 (8), 088701, 2015	91	2015

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