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Discovery of Brainwide Neural-Behavioral Maps via Multiscale Unsupervised Structure Learning

Science (American Association for the Advancement of Science), 2014-04, Vol.344 (6182), p.386-392

2014

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Fast approximate quadratic programming for graph matching

PloS one, 2015-04, Vol.10 (4), p.e0121002-e0121002

2015

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Sensor-based measurement of critical care nursing workload: Unobtrusive measures of nursing activity complement traditional task and patient level indicators of workload to predict perceived exertion

PloS one, 2018-10, Vol.13 (10), p.e0204819-e0204819

2018

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Variability and heritability of mouse brain structure: Microscopic MRI atlases and connectomes for diverse strains

NeuroImage (Orlando, Fla.), 2020-11, Vol.222, p.117274-117274, Article 117274

2020

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Dynamic network sampling for community detection

Applied network science, 2023-12, Vol.8 (1), p.5-18, Article 5

2023

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LIMIT THEOREMS FOR EIGENVECTORS OF THE NORMALIZED LAPLACIAN FOR RANDOM GRAPHS

The Annals of statistics, 2018-10, Vol.46 (5), p.2360-2415

2018

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Eliminating accidental deviations to minimize generalization error and maximize replicability: Applications in connectomics and genomics

PLoS computational biology, 2021-09, Vol.17 (9), p.e1009279-e1009279

2021

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An integrative framework for sensor-based measurement of teamwork in healthcare

Journal of the American Medical Informatics Association : JAMIA, 2015-01, Vol.22 (1), p.11-18

2015

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UNIVERSALLY CONSISTENT VERTEX CLASSIFICATION FOR LATENT POSITIONS GRAPHS

The Annals of statistics, 2013-06, Vol.41 (3), p.1406-1430

2013

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Mental State Classification Using Multi-Graph Features

Frontiers in human neuroscience, 2022-07, Vol.16, p.930291-930291

2022

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Subgraph nomination: query by example subgraph retrieval in networks

Statistics and computing, 2023-04, Vol.33 (2), Article 52

2023

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THE TWO-TO-INFINITY NORM AND SINGULAR SUBSPACE GEOMETRY WITH APPLICATIONS TO HIGH-DIMENSIONAL STATISTICS

The Annals of statistics, 2019-10, Vol.47 (5), p.2405-2439

2019

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Generative network modeling reveals quantitative definitions of bilateral symmetry exhibited by a whole insect brain connectome

eLife, 2023-03, Vol.12

2023

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One-Hot Graph Encoder Embedding

IEEE transactions on pattern analysis and machine intelligence, 2023-06, Vol.45 (6), p.1-7

2023

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Discovering and deciphering relationships across disparate data modalities

eLife, 2019-01, Vol.8

2019

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Correcting a nonparametric two-sample graph hypothesis test for graphs with different numbers of vertices with applications to connectomics

Applied network science, 2024-12, Vol.9 (1), p.1-26, Article 1

2024

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Bisected graph matching improves automated pairing of bilaterally homologous neurons from connectomes

Network neuroscience (Cambridge, Mass.), 2023, Vol.7 (2), p.522-538

2023

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Approximately Optimal Domain Adaptation with Fisher’s Linear Discriminant

Mathematics (Basel), 2024-03, Vol.12 (5), p.746

2024

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Semisupervised regression in latent structure networks on unknown manifolds

Applied network science, 2023-12, Vol.8 (1), p.75-26, Article 75

2023

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From Distance Correlation to Multiscale Graph Correlation

Journal of the American Statistical Association, 2020-01, Vol.115 (529), p.280-291

2020

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Multiplex graph matching matched filters

Applied network science, 2022-12, Vol.7 (1), p.1-35, Article 29

2022

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The complete connectome of a learning and memory centre in an insect brain

Nature (London), 2017-08, Vol.548 (7666), p.175-182

2017

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Inference for Multiple Heterogeneous Networks with a Common Invariant Subspace

Journal of machine learning research, 2021-03, Vol.22 (141), p.1-49

2021

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Consistent Adjacency Spectral Embedding for Stochastic Blockmodel Graphs

Journal of the American Statistical Association, 2012-09, Vol.107 (499), p.1119-1128

2012

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A Semiparametric Two-Sample Hypothesis Testing Problem for Random Graphs

Journal of computational and graphical statistics, 2017-04, Vol.26 (2), p.344-354

2017

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Discovery of Brainwide Neural-Behavioral Maps via Multiscale Unsupervised Structure Learning

Fast approximate quadratic programming for graph matching

Sensor-based measurement of critical care nursing workload: Unobtrusive measures of nursing activity complement traditional task and patient level indicators of workload to predict perceived exertion

Variability and heritability of mouse brain structure: Microscopic MRI atlases and connectomes for diverse strains

Dynamic network sampling for community detection

LIMIT THEOREMS FOR EIGENVECTORS OF THE NORMALIZED LAPLACIAN FOR RANDOM GRAPHS

Eliminating accidental deviations to minimize generalization error and maximize replicability: Applications in connectomics and genomics

An integrative framework for sensor-based measurement of teamwork in healthcare

UNIVERSALLY CONSISTENT VERTEX CLASSIFICATION FOR LATENT POSITIONS GRAPHS

Mental State Classification Using Multi-Graph Features

Subgraph nomination: query by example subgraph retrieval in networks

THE TWO-TO-INFINITY NORM AND SINGULAR SUBSPACE GEOMETRY WITH APPLICATIONS TO HIGH-DIMENSIONAL STATISTICS

Generative network modeling reveals quantitative definitions of bilateral symmetry exhibited by a whole insect brain connectome

One-Hot Graph Encoder Embedding

Discovering and deciphering relationships across disparate data modalities

Correcting a nonparametric two-sample graph hypothesis test for graphs with different numbers of vertices with applications to connectomics

Bisected graph matching improves automated pairing of bilaterally homologous neurons from connectomes

Approximately Optimal Domain Adaptation with Fisher’s Linear Discriminant

Semisupervised regression in latent structure networks on unknown manifolds

From Distance Correlation to Multiscale Graph Correlation

Multiplex graph matching matched filters

The complete connectome of a learning and memory centre in an insect brain

Inference for Multiple Heterogeneous Networks with a Common Invariant Subspace

Consistent Adjacency Spectral Embedding for Stochastic Blockmodel Graphs

A Semiparametric Two-Sample Hypothesis Testing Problem for Random Graphs

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