De Paula Peixoto Tiago - ISI Foundation

People

Tiago De Paula Peixoto

Affiliated Researcher

Publications

The physics of higher-order interactions in complex systems

Federico Battiston, Enrico Amico, Alain Barrat, Ginestra Bianconi, Guilherme Ferraz de Arruda, Benedetta Franceschiello, Iacopo Iacopini, Sonia Kéfi, Vito Latora, Yamir Moreno, Micah M. Murray, Tiago De Paula Peixoto, Francesco Vaccarino, Giovanni Petri

Nature Physics17, 1093–1098 (2021)

ISI Foundation

ISI Foundation

People

Publications

The physics of higher-order interactions in complex systems

Hypergraph reconstruction from network data

Revealing Consensus and Dissensus between Network Partitions

Statistical inference of assortative community structures

Null models for multioptimized large-scale network structures

Latent Poisson models for networks with heterogeneous density

Merge-split Markov chain Monte Carlo for community detection

Bayesian Stochastic Blockmodeling

Modelling Temporal Networks with Markov Chains, Community Structures and Change Points

Network Reconstruction and Community Detection from Dynamics

Change points, memory and epidemic spreading in temporal networks

Reconstructing Networks with Unknown and Heterogeneous Errors

A network approach to topic models

Consistencies and inconsistencies between model selection and link prediction in networks

Nonparametric weighted stochastic block models

Disease Localization in Multilayer Networks

Nonparametric Bayesian inference of the microcanonical stochastic block model

Network Structure, Metadata, and the Prediction of Missing Nodes and Annotations

The physics of higher-order interactions in complex systems

Hypergraph reconstruction from network data

Revealing Consensus and Dissensus between Network Partitions