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

Univ.-Prof. of Complex Systems and Network Science, IT:U, 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	672	2021
The graph-tool Python library TP Peixoto figshare, 2014	555*	2014
Hierarchical block structures and high-resolution model selection in large networks TP Peixoto Physical Review X 4 (1), 011047, 2014	529	2014
A network approach to topic models M Gerlach, TP Peixoto, EG Altmann Science advances 4 (7), eaaq1360, 2018	301	2018
Efficient Monte Carlo and greedy heuristic for the inference of stochastic block models TP Peixoto Physical Review E 89 (1), 012804, 2014	297	2014
Bayesian stochastic blockmodeling TP Peixoto Advances in network clustering and blockmodeling, 289-332, 2019	296	2019
Parsimonious module inference in large networks TP Peixoto Physical review letters 110 (14), 148701, 2013	271	2013
Nonparametric Bayesian inference of the microcanonical stochastic block model TP Peixoto Physical Review E 95 (1), 012317, 2017	211	2017
Inferring the mesoscale structure of layered, edge-valued, and time-varying networks TP Peixoto Physical Review E 92 (4), 042807, 2015	185	2015
Entropy of stochastic blockmodel ensembles TP Peixoto Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 85 (5 …, 2012	172	2012
Modelling sequences and temporal networks with dynamic community structures T P. Peixoto, M Rosvall Nature Communications 8, 582, 2017	157	2017
Network Reconstruction and Community Detection from Dynamics TP Peixoto Physical Review Letters 123, 128301, 2019	154	2019
Model selection and hypothesis testing for large-scale network models with overlapping groups TP Peixoto Physical Review X 5 (1), 011033, 2015	149	2015
Nonparametric weighted stochastic block models TP Peixoto Physical Review E 97 (1), 012306, 2018	133	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	125	2016
Disease localization in multilayer networks GF de Arruda, E Cozzo, TP Peixoto, FA Rodrigues, Y Moreno Physical Review X 7 (1), 011014, 2017	118	2017
Reconstructing networks with unknown and heterogeneous errors TP Peixoto Physical Review X 8, 041011, 2018	117	2018
Hypergraph reconstruction from network data JG Young, G Petri, TP Peixoto Communications Physics 4 (1), 135, 2021	113	2021
Evolution of robust network topologies: Emergence of central backbones TP Peixoto, S Bornholdt Physical review letters 109 (11), 118703, 2012	97	2012
Statistical inference links data and theory in network science L Peel, TP Peixoto, M De Domenico Nature Communications 13 (1), 6794, 2022	94	2022

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