Ivor Cribben

According to our database1, Ivor Cribben authored at least 13 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
fabisearch: A package for change point detection in and visualization of the network structure of multivariate high-dimensional time series in R.
Neurocomputing, 2024

Graphical Model-Based Lasso for Weakly Dependent Time Series of Tensors.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

A direct method for the estimation of the sparse and latent variable components of a Gaussian graphical model.
Proceedings of the 10th International Conference on Control, 2024

2023
Beyond Linear Dynamic Functional Connectivity: A Vine Copula Change Point Model.
J. Comput. Graph. Stat., 2023

2022
Cross-covariance isolate detect: A new change-point method for estimating dynamic functional connectivity.
Medical Image Anal., 2022

2021
Nonparametric Anomaly Detection on Time Series of Graphs.
J. Comput. Graph. Stat., 2021

A clustering-based feature selection method for automatically generated relational attributes.
Ann. Oper. Res., 2021

2020
Diffusion tensor imaging of the corpus callosum in healthy aging: Investigating higher order polynomial regression modelling.
NeuroImage, 2020

2018
A longitudinal model for functional connectivity networks using resting-state fMRI.
NeuroImage, 2018

Sparse Graphical Models for Functional Connectivity Networks: Best Methods and the Autocorrelation Issue.
Brain Connect., 2018

2017
A variance components model for statistical inference on functional connectivity networks.
NeuroImage, 2017

2013
Detecting functional connectivity change points for single-subject fMRI data.
Frontiers Comput. Neurosci., 2013

2012
Dynamic connectivity regression: Determining state-related changes in brain connectivity.
NeuroImage, 2012


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