List of works - Morten Mørup

22q11.2 Deletion Syndrome Is Associated With Impaired Auditory Steady-State Gamma Response

scientific article

A HYBRID MEMBERSHIP LATENT DISTANCE MODEL FOR UNSIGNED AND SIGNED INTEGER WEIGHTED NETWORKS

scientific article published in May 2023

A Hierarchical Block Distance Model for Ultra Low-Dimensional Graph Representations ⬇️

scientific article published on 12 April 2022

A Hierarchical Block Distance Model for Ultra Low-Dimensional Graph Representations

scientific article published in January 2023

A deep learning approach to adherence detection for type 2 diabetics

scientific article

Algorithms for sparse nonnegative Tucker decompositions

scientific article

Altered auditory processing and effective connectivity in 22q11.2 deletion syndrome

scientific article

Analysis of Conceptualization Patterns across Groups of People

Applications of tensor (multiway array) factorizations and decompositions in data mining

scientific article published in January 2011

Approximate L<inf>0</inf> constrained non-negative matrix and tensor factorization

article by Morten Mørup et al published May 2008 in 2008 IEEE International Symposium on Circuits and Systems

Archetypal Analysis for Modeling Multisubject fMRI Data

scientific article (publication date: October 2016)

Archetypal analysis for machine learning

scholarly article by Morten Mørup & Lars Kai Hansen published August 2010 in 2010 IEEE International Workshop on Machine Learning for Signal Processing

Archetypal analysis for machine learning and data mining

scientific article (publication date: March 2012)

Archetypal analysis of diverse Pseudomonas aeruginosa transcriptomes reveals adaptation in cystic fibrosis airways

scientific article (publication date: 23 September 2013)

Attenuation of beta and gamma oscillations in schizophrenia spectrum patients following hand posture perturbation

scientific article published on 23 May 2010

Automatic relevance determination for multi-way models

scientific article published in July 2009

Bayesian community detection

scientific article

Bayesian dropout

scientific article published in January 2022

Bayesian latent feature modeling for modeling bipartite networks with overlapping groups

Changes in the left temporal microstate are a sign of cognitive decline in patients with Alzheimer's disease

scientific article published on 27 April 2020

Characterizing Polarization in Social Networks using the Signed Relational Latent Distance Model ⬇️

scientific article published on 23 January 2023

Classification of independent components of EEG into multiple artifact classes

scientific article (publication date: 22 July 2014)

Classification of social anhedonia using temporal and spatial network features from a social cognition fMRI task

scientific article published on 12 August 2019

Comparing Structural Brain Connectivity by the Infinite Relational Model

scientific article (publication date: June 2013)

Completely random measures for modelling block-structured sparse networks ⬇️

scientific article published in January 2016

Continuous-time Graph Representation with Sequential Survival Process ⬇️

scientific article published on 20 December 2023

Correction: The missing link: Predicting connectomes from noisy and partially observed tract tracing data

scientific article published on 11 April 2017

Cross-categorization of legal concepts across boundaries of legal systems: in consideration of inferential links

scientific article (publication date: 13 December 2013)

Crowds, bluetooth, and rock'n'roll

Defining a local arterial input function for perfusion MRI using independent component analysis

scientific article published on 23 September 2004

Detecting hierarchical structure in networks

scientific article (publication date: May 2012)

Difference-of-Convex optimization for variational kl-corrected inference in dirichlet process mixtures

scientific article published in September 2017

Discovering hierarchical structure in normal relational data

EEG Theta Power Is an Early Marker of Cognitive Decline in Dementia due to Alzheimer’s Disease

scientific article published on 01 January 2018

ERPWAVELAB a toolbox for multi-channel analysis of time-frequency transformed event related potentials

scientific article

Editorial: Combined EEG in research and diagnostics: Novel perspectives and improvements

scientific article published on 16 February 2023

Efficient Multiplicative updates for Support Vector Machines

Efficient computation for Bayesian comparison of two proportions

Errata to “Bayesian Community Detection” (Neural Computation, Sept. 2012, Vol. 24, No. 9:2434–2456)

Evaluating models of dynamic functional connectivity using predictive classification accuracy ⬇️

scientific article published in 2018

Evaluation of the Influence of Uncertain Forward Models on the EEG Source Reconstruction Problem

Examination of Heterogeneous Societies

article by Fumiko Kano Glückstad et al published 11 October 2016 in Journal of Cross-Cultural Psychology

Fast Assessment of Glycemic Control based on Continuous Glucose Monitoring Data

scientific article published on 01 July 2019

Frequency constrained ShiftCP modeling of neuroimaging data

article by Morten Mørup et al published November 2011 in 2011 Conference Record of the Forty Fifth Asilomar Conference on Signals, Systems and Computers (ASILOMAR)

HM-LDM: A Hybrid-Membership Latent Distance Model

Hierarchical Bayesian model for simultaneous EEG source and forward model reconstruction (SOFOMORE)

article

Identification of Functional Clusters in the Striatum Using Infinite Relational Modeling

Identifying modular relations in complex brain networks

Independent vector analysis for capturing common components in fMRI group analysis

article

Individuals with 22q11.2 deletion syndrome show intact prediction but reduced adaptation in responses to repeated sounds: Evidence from Bayesian mapping

scientific article published in February 2019

Infinite Multiple Membership Relational Modeling for Complex Networks ⬇️

scientific article published on 26 January 2011

Infinite Relational Modeling of Functional Connectivity in Resting State fMRI ⬇️

Infinite multiple membership relational modeling for complex networks

scientific article from MLSP

Infinite von Mises–Fisher Mixture Modeling of Whole Brain fMRI Data ⬇️

article

Infinite-degree-corrected stochastic block model

scientific article

Large Scale GPU Based Inference for the Infinite Relational Model ⬇️

article

Large scale inference in the Infinite Relational Model: Gibbs sampling is not enough

scientific article (publication date: September 2013)

Latent profile analysis of human values: What is the optimal number of clusters?

scientific article

Latent semantics as cognitive components

Link prediction in weighted networks

scientific article (publication date: September 2012)

Machine Learning-Based Adherence Detection of Type 2 Diabetes Patients on Once-Daily Basal Insulin Injections

scientific article published on 16 April 2020

Modeling dynamic functional connectivity using a wishart mixture model

scientific article published in June 2017

Modeling latency and shape changes in trial based neuroimaging data

Modelling dense relational data

Multiplicative Updates for the Lasso

Non-linear calibration models for near infrared spectroscopy

scientific article published on 9 December 2013

Non-negative Tensor Factorization with missing data for the modeling of gene expressions in the Human Brain

scientific article (publication date: September 2014)

Non-parametric Bayesian graph models reveal community structure in resting state fMRI

scientific article

Non-parametric co-clustering of large scale sparse bipartite networks on the GPU

scientific article (publication date: September 2011)

Nonnegative Matrix Factor 2-D Deconvolution for Blind Single Channel Source Separation

scientific article published in 2006

Nonparametric Bayesian clustering of structural whole brain connectivity in full image resolution

scientific article (publication date: June 2014)

Nonparametric Bayesian modeling of complex networks: an introduction

scientific article (publication date: May 2013)

Nonparametric Modeling of Dynamic Functional Connectivity in fMRI Data ⬇️

Nonparametric statistical structuring of knowledge systems using binary feature matches

Oscillatory connectivity as a diagnostic marker of dementia due to Alzheimer’s disease

scientific article published on 29 July 2019

Parallel Factor Analysis as an exploratory tool for wavelet transformed event-related EEG

scientific article published on February 2006

Piecewise-Velocity Model for Learning Continuous-time Dynamic Node Representations ⬇️

scientific article published on 23 December 2022

Predictive assessment of models for dynamic functional connectivity

scientific article published on 29 December 2017

Predictive evaluation of human value segmentations

scientific article published on 17 September 2020

Probabilistic Block Term Decomposition for the Modelling of Higher-order Arrays

scientific article published in January 2024

Probabilistic PARAFAC2 ⬇️

Probabilistic PARAFAC2

scientific article published on 17 August 2024

Probabilistic Sparse Non-negative Matrix Factorization

article published in 2018

Probabilistic Tensor Train Decomposition

Proprioceptive evoked gamma oscillations

scientific article

Quantifying functional connectivity in multi-subject fMRI data using component models

scientific article (publication date: October 2016)

Regularity increases middle latency evoked and late induced beta brain response following proprioceptive stimulation

scientific article published on 7 April 2008

Rigorous optimisation of multilinear discriminant analysis with Tucker and PARAFAC structures.

scientific article

SOFOMORE: Combined EEG source and forward model reconstruction

Scalable Group Level Probabilistic Sparse Factor Analysis ⬇️

scientific article (publication date: 14 December 2016)

Scalable Tensor Factorizations with Missing Data

scientific article published on 29 April 2010

Scalable tensor factorizations for incomplete data

scientific article published in March 2011

Self-disorder and brain processing of proprioception in schizophrenia spectrum patients: a re-analysis

scientific article published on 14 November 2014

Semi-Supervised Kernel PCA ⬇️

Shift-invariant multilinear decomposition of neuroimaging data

scientific article

Shifted Independent Component Analysis

article published in 2007

Shifted Non-Negative Matrix Factorization

Short Term Blood Glucose Prediction based on Continuous Glucose Monitoring Data

scientific article published on 01 July 2020

Simultaneous EEG Source and Forward Model Reconstruction (SOFOMORE) Using a Hierarchical Bayesian Approach

scientific article (publication date: October 2010)

Sparse Probabilistic Parallel Factor Analysis for the Modeling of PET and Task-fMRI Data

scientific article published on 2017

TESTING A MODEL OF DESTINATION IMAGE FORMATION: APPLICATION OF NONPARAMETRIC BAYESIAN RELATIONAL MODELING TO DESTINATION IMAGE ANALYSIS

Temporally intermittent communities in brain fMRI correlation networks

Testing a model of destination image formation: Application of Bayesian relational modelling and fsQCA ⬇️

journal article from 'Journal of Business Research' published in 2019

Testing group differences in state transition structure of dynamic functional connectivity models

scientific article published in June 2018

The Bayesian Cut

scientific article published on 14 May 2020

The Danish 22q11 research initiative

scientific article (publication date: 17 September 2015)

The Functional Segregation and Integration Model: Mixture Model Representations of Consistent and Variable Group-Level Connectivity in fMRI

scientific article

The Missing Link: Predicting Connectomes from Noisy and Partially Observed Tract Tracing Data

The amplitude and phase precision of 40 Hz auditory steady-state response depend on the level of arousal

scientific article published on 9 September 2007

The influence of hyper-parameters in the infinite relational model

scientific article (publication date: September 2016)

The missing link: Predicting connectomes from noisy and partially observed tract tracing data.

scientific article published on 31 January 2017

The probabilistic tensor decomposition toolbox

Transformation invariant sparse coding

Two discrete components of the 20 Hz steady-state response are distinguished through the modulation of activation level

scientific article

Uncovering Cortical Units of Processing From Multi-Layered Connectomes

scientific article published on 10 March 2022

Understanding Mindsets Across Markets, Internationally: A Public-Private Innovation Project for Developing a Tourist Data Analytic Platform

article

Unsupervised Knowledge Structuring: Application of Infinite Relational Models to the FCA Visualization

scholarly article published December 2013

Unsupervised segmentation of task activated regions in fMRI

scientific article (publication date: September 2015)

Using connectomics for predictive assessment of brain parcellations

scientific article

Validation of structural brain connectivity networks: The impact of scanning parameters

scientific article published on 17 September 2019

Variational Bayesian Partially Observed Non-negative Tensor Factorization

Variational group-PCA for intrinsic dimensionality determination in fMRI data

scientific article (publication date: June 2016)

Whole brain functional connectivity predicted by indirect structural connections

scientific article published on June 2017

List of works by Morten Mørup

22q11.2 Deletion Syndrome Is Associated With Impaired Auditory Steady-State Gamma Response

A HYBRID MEMBERSHIP LATENT DISTANCE MODEL FOR UNSIGNED AND SIGNED INTEGER WEIGHTED NETWORKS

A Hierarchical Block Distance Model for Ultra Low-Dimensional Graph Representations ⬇️

A Hierarchical Block Distance Model for Ultra Low-Dimensional Graph Representations

A deep learning approach to adherence detection for type 2 diabetics

Algorithms for sparse nonnegative Tucker decompositions

Altered auditory processing and effective connectivity in 22q11.2 deletion syndrome

Analysis of Conceptualization Patterns across Groups of People

Applications of tensor (multiway array) factorizations and decompositions in data mining

Approximate L<inf>0</inf> constrained non-negative matrix and tensor factorization

Archetypal Analysis for Modeling Multisubject fMRI Data

Archetypal analysis for machine learning

Archetypal analysis for machine learning and data mining

Archetypal analysis of diverse Pseudomonas aeruginosa transcriptomes reveals adaptation in cystic fibrosis airways

Attenuation of beta and gamma oscillations in schizophrenia spectrum patients following hand posture perturbation

Automatic relevance determination for multi-way models

Bayesian community detection

Bayesian dropout

Bayesian latent feature modeling for modeling bipartite networks with overlapping groups

Changes in the left temporal microstate are a sign of cognitive decline in patients with Alzheimer's disease

Characterizing Polarization in Social Networks using the Signed Relational Latent Distance Model ⬇️

Classification of independent components of EEG into multiple artifact classes

Classification of social anhedonia using temporal and spatial network features from a social cognition fMRI task

Comparing Structural Brain Connectivity by the Infinite Relational Model

Completely random measures for modelling block-structured sparse networks ⬇️

Continuous-time Graph Representation with Sequential Survival Process ⬇️

Correction: The missing link: Predicting connectomes from noisy and partially observed tract tracing data

Cross-categorization of legal concepts across boundaries of legal systems: in consideration of inferential links

Crowds, bluetooth, and rock'n'roll

Defining a local arterial input function for perfusion MRI using independent component analysis

Detecting hierarchical structure in networks

Difference-of-Convex optimization for variational kl-corrected inference in dirichlet process mixtures

Discovering hierarchical structure in normal relational data

EEG Theta Power Is an Early Marker of Cognitive Decline in Dementia due to Alzheimer’s Disease

ERPWAVELAB a toolbox for multi-channel analysis of time-frequency transformed event related potentials

Editorial: Combined EEG in research and diagnostics: Novel perspectives and improvements

Efficient Multiplicative updates for Support Vector Machines

Efficient computation for Bayesian comparison of two proportions

Errata to “Bayesian Community Detection” (Neural Computation, Sept. 2012, Vol. 24, No. 9:2434–2456)

Evaluating models of dynamic functional connectivity using predictive classification accuracy ⬇️

Evaluation of the Influence of Uncertain Forward Models on the EEG Source Reconstruction Problem

Examination of Heterogeneous Societies

Fast Assessment of Glycemic Control based on Continuous Glucose Monitoring Data

Frequency constrained ShiftCP modeling of neuroimaging data

HM-LDM: A Hybrid-Membership Latent Distance Model

Hierarchical Bayesian model for simultaneous EEG source and forward model reconstruction (SOFOMORE)

Identification of Functional Clusters in the Striatum Using Infinite Relational Modeling

Identifying modular relations in complex brain networks

Independent vector analysis for capturing common components in fMRI group analysis

Individuals with 22q11.2 deletion syndrome show intact prediction but reduced adaptation in responses to repeated sounds: Evidence from Bayesian mapping

Infinite Multiple Membership Relational Modeling for Complex Networks ⬇️

Infinite Relational Modeling of Functional Connectivity in Resting State fMRI ⬇️

Infinite multiple membership relational modeling for complex networks

Infinite von Mises–Fisher Mixture Modeling of Whole Brain fMRI Data ⬇️

Infinite-degree-corrected stochastic block model

Large Scale GPU Based Inference for the Infinite Relational Model ⬇️

Large scale inference in the Infinite Relational Model: Gibbs sampling is not enough

Latent profile analysis of human values: What is the optimal number of clusters?

Latent semantics as cognitive components

Link prediction in weighted networks

Machine Learning-Based Adherence Detection of Type 2 Diabetes Patients on Once-Daily Basal Insulin Injections

Modeling dynamic functional connectivity using a wishart mixture model

Modeling latency and shape changes in trial based neuroimaging data

Modelling dense relational data

Multiplicative Updates for the Lasso

Non-linear calibration models for near infrared spectroscopy

Non-negative Tensor Factorization with missing data for the modeling of gene expressions in the Human Brain

Non-parametric Bayesian graph models reveal community structure in resting state fMRI

Non-parametric co-clustering of large scale sparse bipartite networks on the GPU

Nonnegative Matrix Factor 2-D Deconvolution for Blind Single Channel Source Separation

Nonparametric Bayesian clustering of structural whole brain connectivity in full image resolution

Nonparametric Bayesian modeling of complex networks: an introduction

Nonparametric Modeling of Dynamic Functional Connectivity in fMRI Data ⬇️

Nonparametric statistical structuring of knowledge systems using binary feature matches

Oscillatory connectivity as a diagnostic marker of dementia due to Alzheimer’s disease

Parallel Factor Analysis as an exploratory tool for wavelet transformed event-related EEG

Piecewise-Velocity Model for Learning Continuous-time Dynamic Node Representations ⬇️

Predictive assessment of models for dynamic functional connectivity

Predictive evaluation of human value segmentations