Global spectral clustering in dynamic networks

Network Cross-Validation for Determining the Number of Communities in Network Data

(2017) Kehui Chen et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Eigenvector-Based Centrality Measures for Temporal Networks

(2017) Dane Taylor et al.   MULTISCALE MODELING & SIMULATION

Statistical clustering of temporal networks through a dynamic stochastic block model

(2016) Catherine Matias et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Estimating whole-brain dynamics by using spectral clustering

(2016) Ivor Cribben et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

Community Detection in Temporal Multilayer Networks, with an Application to Correlation Networks

(2016) Marya Bazzi et al.   MULTISCALE MODELING & SIMULATION

A comprehensive transcriptional map of primate brain development

(2016) Trygve E. Bakken et al.   NATURE

Role of normalization in spectral clustering for stochastic blockmodels

(2015) Purnamrita Sarkar et al.   ANNALS OF STATISTICS

Consistency of spectral clustering in stochastic block models

(2015) Jing Lei et al.   ANNALS OF STATISTICS

Dynamic Stochastic Blockmodels for Time-Evolving Social Networks

(2014) Kevin S. Xu et al.   IEEE Journal of Selected Topics in Signal Processing

Synaptic, transcriptional and chromatin genes disrupted in autism

(2014) Silvia De Rubeis et al.   NATURE

Dynamic Social Community Detection and Its Applications

(2014) Nam P. Nguyen et al.   PLoS One

Pseudo-likelihood methods for community detection in large sparse networks

(2013) Arash A. Amini et al.   ANNALS OF STATISTICS

Coexpression Networks Implicate Human Midfetal Deep Cortical Projection Neurons in the Pathogenesis of Autism

(2013) A. Jeremy Willsey et al.   CELL

Integrative Functional Genomic Analyses Implicate Specific Molecular Pathways and Circuits in Autism

(2013) Neelroop N. Parikshak et al.   CELL

Robust detection of dynamic community structure in networks

(2013) Danielle S. Bassett et al.   CHAOS

Spectral methods for community detection and graph partitioning

(2013) M. E. J. Newman   PHYSICAL REVIEW E

A Consistent Adjacency Spectral Embedding for Stochastic Blockmodel Graphs

(2012) Daniel L. Sussman et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Spectral clustering and the high-dimensional stochastic blockmodel

(2011) Karl Rohe et al.   ANNALS OF STATISTICS

Local equivalences of distances between clusterings—a geometric perspective

(2011) Marina Meilă   MACHINE LEARNING

Stochastic blockmodels and community structure in networks

(2011) Brian Karrer et al.   PHYSICAL REVIEW E

Community Structure in Time-Dependent, Multiscale, and Multiplex Networks

(2010) P. J. Mucha et al.   SCIENCE

WGCNA: an R package for weighted correlation network analysis

(2008) Peter Langfelder et al.   BMC BIOINFORMATICS