Network reconstruction and community detection from dynamics

26 March 2019

Papers citing "Network reconstruction and community detection from dynamics"

20 / 20 papers shown

Title
Community detection for binary graphical models in high dimension Julien Chevallier G. Ost 62 0 0 23 Nov 2024
Network reconstruction via the minimum description length principle Tiago P. Peixoto 18 5 0 02 May 2024
Tensor product algorithms for inference of contact network from epidemiological data Sergey V. Dolgov D. Savostyanov 18 0 0 26 Jan 2024
Scalable network reconstruction in subquadratic time Tiago P. Peixoto 19 5 0 02 Jan 2024
Benchmarking Evolutionary Community Detection Algorithms in Dynamic Networks Giordano Paoletti L. Gioacchini Marco Mellia L. Vassio Jussara M. Almeida 10 1 0 21 Dec 2023
Machine learning of network inference enhancement from noisy measurements K. Wu Yuan Li J. Liu 8 0 0 05 Sep 2023
Module-based regularization improves Gaussian graphical models when observing noisy data Magnus Neuman J. Calatayud Viktor Tasselius M. Rosvall 15 1 0 29 Mar 2023
Community Detection with Known, Unknown, or Partially Known Auxiliary Latent Variables Mohammadjafar Esmaeili Aria Nosratinia 12 3 0 08 Jan 2023
A Bayesian Approach to Reconstructing Interdependent Infrastructure Networks from Cascading Failures Yu Wang Jin-Zhu Yu H. Baroud 14 1 0 28 Nov 2022
Bayesian Inference of Transition Matrices from Incomplete Graph Data with a Topological Prior Vincenzo Perri Luka V. Petrović Ingo Scholtes 15 0 0 27 Oct 2022
Unifying Pairwise Interactions in Complex Dynamics Oliver M. Cliff Annie G. Bryant J. Lizier N. Tsuchiya Ben D. Fulcher 22 36 0 28 Jan 2022
Descriptive vs. inferential community detection in networks: pitfalls, myths, and half-truths Tiago P. Peixoto 22 44 0 30 Nov 2021
Node metadata can produce predictability transitions in network inference problems Oscar Fajardo-Fontiveros M. Sales-Pardo R. Guimerà 35 4 0 26 Mar 2021
Machine Learning Link Inference of Noisy Delay-coupled Networks with Opto-Electronic Experimental Tests A. Banerjee Joseph D. Hart R. Roy Edward Ott 11 24 0 29 Oct 2020
Atomic subgraphs and the statistical mechanics of networks Anatol E. Wegner S. Olhede 8 9 0 24 Aug 2020
Detecting structural perturbations from time series with deep learning Edward Laurence Charles Murphy G. St‐Onge Xavier Roy-Pomerleau Vincent Thibeault 18 3 0 09 Jun 2020
Exact recovery and sharp thresholds of Stochastic Ising Block Model Min Ye 6 2 0 13 Apr 2020
Merge-split Markov chain Monte Carlo for community detection Tiago P. Peixoto 6 33 0 16 Mar 2020
Latent Poisson models for networks with heterogeneous density Tiago P. Peixoto 23 10 0 18 Feb 2020
Blind identification of stochastic block models from dynamical observations Michael T. Schaub Santiago Segarra J. Tsitsiklis 14 33 0 22 May 2019