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A dynamic stochastic blockmodel for interaction lengths (Q143078)

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scientific article; zbMATH DE number 7252413

A stochastic block model for interaction lengths

Language	Label	Description	Also known as
English	A dynamic stochastic blockmodel for interaction lengths	scientific article; zbMATH DE number 7252413	A stochastic block model for interaction lengths

Statements

scholarly article

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publication date

28 January 2019

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29 September 2020

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arXiv classification

stat.ME

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stat.CO

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Riccardo Rastelli

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MaRDI profile type

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A stochastic block model for interaction lengths (English)

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Advances in Data Analysis and Classification. ADAC

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full work available at URL

https://arxiv.org/abs/1901.09828

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zbMATH Keywords

interaction lengths

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stochastic block model

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variational inference

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integrated completed likelihood

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social network analysis

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describes a project that uses

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Mixed membership stochastic blockmodels

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New Consistent and Asymptotically Normal Parameter Estimates for Random-Graph Mixture Models

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EM for mixtures

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Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture models

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The stochastic topic block model for the clustering of vertices in networks with textual edges

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Consistency of maximum-likelihood and variational estimators in the stochastic block model

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Model selection and clustering in stochastic block models based on the exact integrated complete data likelihood

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Finite mixture and Markov switching models.

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Discrete temporal models of social networks

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Latent Space Approaches to Social Network Analysis

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An Exponential Family of Probability Distributions for Directed Graphs

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Statistical Clustering of Temporal Networks Through a Dynamic Stochastic Block Model

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A semiparametric extension of the stochastic block model for longitudinal networks

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Computational aspects of fitting mixture models via the expectation-maximization algorithm

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Improved initialisation of model-based clustering using Gaussian hierarchical partitions

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Latent Space Models for Dynamic Networks

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Dealing With Label Switching in Mixture Models

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Stochastic Blockmodels for Directed Graphs

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On the convergence properties of the EM algorithm

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Detecting communities and their evolutions in dynamic social networks -- a Bayesian approach

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Identifiers

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zbMATH Open document ID

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Mathematics Subject Classification ID

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zbMATH DE Number

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10.48550/ARXIV.1901.09828

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10.1007/S11634-020-00403-W

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Sitelinks

Mathematics(1 entry)

mardi Publication:143078

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