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Consistencies and inconsistencies between model selection and link
  prediction in networks
v1v2 (latest)

Consistencies and inconsistencies between model selection and link prediction in networks

22 May 2017
Toni Vallès-Català
Tiago P. Peixoto
Roger Guimerà
Marta Sales-Pardo
ArXiv (abs)PDFHTML

Papers citing "Consistencies and inconsistencies between model selection and link prediction in networks"

13 / 13 papers shown
Title
Hybrid of node and link communities for graphon estimation
Hybrid of node and link communities for graphon estimation
Arthur Verdeyme
S. Olhede
99
1
0
10 Jan 2024
Implicit models, latent compression, intrinsic biases, and cheap lunches
  in community detection
Implicit models, latent compression, intrinsic biases, and cheap lunches in community detection
Tiago P. Peixoto
Alec Kirkley
79
13
0
17 Oct 2022
Fundamental limits to learning closed-form mathematical models from data
Fundamental limits to learning closed-form mathematical models from data
Oscar Fajardo-Fontiveros
I. Reichardt
Harry R. De Los Ríos
Jordi Duch
Marta Sales-Pardo
Roger Guimerà
98
19
0
06 Apr 2022
Descriptive vs. inferential community detection in networks: pitfalls,
  myths, and half-truths
Descriptive vs. inferential community detection in networks: pitfalls, myths, and half-truths
Tiago P. Peixoto
122
47
0
30 Nov 2021
Multilayer Networks for Text Analysis with Multiple Data Types
Multilayer Networks for Text Analysis with Multiple Data Types
Charles C. Hyland
Yuanming Tao
Lamiae Azizi
Martin Gerlach
Tiago P. Peixoto
E. Altmann
47
15
0
30 Jun 2021
Disentangling homophily, community structure and triadic closure in
  networks
Disentangling homophily, community structure and triadic closure in networks
Tiago P. Peixoto
74
38
0
07 Jan 2021
Community Detection in Bipartite Networks with Stochastic Blockmodels
Community Detection in Bipartite Networks with Stochastic Blockmodels
Tzu-Chi Yen
D. Larremore
86
27
0
22 Jan 2020
Stacking Models for Nearly Optimal Link Prediction in Complex Networks
Stacking Models for Nearly Optimal Link Prediction in Complex Networks
Amir Ghasemian
Homa Hosseinmardi
Aram Galstyan
E. Airoldi
A. Clauset
85
133
0
17 Sep 2019
A Review of Stochastic Block Models and Extensions for Graph Clustering
A Review of Stochastic Block Models and Extensions for Graph Clustering
Clement Lee
D. Wilkinson
94
203
0
01 Mar 2019
Tensorial and bipartite block models for link prediction in layered
  networks and temporal networks
Tensorial and bipartite block models for link prediction in layered networks and temporal networks
Marc Tarres-Deulofeu
Antonia Godoy-Lorite
Roger Guimerà
Marta Sales-Pardo
42
18
0
05 Mar 2018
Evaluating Overfit and Underfit in Models of Network Community Structure
Evaluating Overfit and Underfit in Models of Network Community Structure
Amir Ghasemian
Homa Hosseinmardi
A. Clauset
102
142
0
28 Feb 2018
A network approach to topic models
A network approach to topic models
Martin Gerlach
Tiago P. Peixoto
E. Altmann
BDL
93
217
0
04 Aug 2017
Bayesian stochastic blockmodeling
Bayesian stochastic blockmodeling
Tiago P. Peixoto
188
203
0
29 May 2017
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