Morten Mørup

Morten Mørup

Danmarks Tekniske Universitet

H-index: 31

Europe-Denmark

About Morten Mørup

Morten Mørup, With an exceptional h-index of 31 and a recent h-index of 24 (since 2020), a distinguished researcher at Danmarks Tekniske Universitet, specializes in the field of Machine Learning, Neuroimaging, Complex Networks, Bayesian Modeling.

His recent articles reflect a diverse array of research interests and contributions to the field:

CSLP-AE: A Contrastive Split-Latent Permutation Autoencoder Framework for Zero-Shot Electroencephalography Signal Conversion

Think Global, Adapt Local: Learning Locally Adaptive K-Nearest Neighbor Kernel Density Estimators

Continuous-time Graph Representation with Sequential Survival Process

Coupled generator decomposition for fusion of electro-and magnetoencephalography data

Time to Cite: Modeling Citation Networks using the Dynamic Impact Single-Event Embedding Model

Combined EEG in research and diagnostics: Novel perspectives and improvements

On the use of transformer-based detection models for accurate sleep event annotation and analysis

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

Morten Mørup Information

University

Position

Section for Cognitive Systems

Citations(all)

5215

Citations(since 2020)

2251

Cited By

3911

hIndex(all)

31

hIndex(since 2020)

24

i10Index(all)

78

i10Index(since 2020)

52

Email

University Profile Page

Danmarks Tekniske Universitet

Google Scholar

View Google Scholar Profile

Morten Mørup Skills & Research Interests

Machine Learning

Neuroimaging

Complex Networks

Bayesian Modeling

Top articles of Morten Mørup

Title

Journal

Author(s)

Publication Date

CSLP-AE: A Contrastive Split-Latent Permutation Autoencoder Framework for Zero-Shot Electroencephalography Signal Conversion

Advances in Neural Information Processing Systems

Anders Nørskov

Alexander Neergaard Zahid

Morten Mørup

2024/2/13

Think Global, Adapt Local: Learning Locally Adaptive K-Nearest Neighbor Kernel Density Estimators

Kenny Olsen

Rasmus M Hoeegh Lindrup

Morten Mørup

2024/4/18

Continuous-time Graph Representation with Sequential Survival Process

Proceedings of the AAAI Conference on Artificial Intelligence

Abdulkadir Celikkanat

Nikolaos Nakis

Morten Mørup

2024/3/24

Coupled generator decomposition for fusion of electro-and magnetoencephalography data

arXiv preprint arXiv:2403.15409

Anders Stevnhoved Olsen

Jesper Duemose Nielsen

Morten Mørup

2024/3/2

Time to Cite: Modeling Citation Networks using the Dynamic Impact Single-Event Embedding Model

arXiv preprint arXiv:2403.00032

Nikolaos Nakis

Abdulkadir Celikkanat

Louis Boucherie

Sune Lehmann

Morten Mørup

2024/2/28

Combined EEG in research and diagnostics: Novel perspectives and improvements

Frontiers in Neuroscience

Camillo Porcaro

Kamran Avanaki

Oscar Arias-Carrion

Morten Mørup

2023/2/16

On the use of transformer-based detection models for accurate sleep event annotation and analysis

Sleep Medicine

A Neergaard Zahid

M Jonika

PF Hulgaard

MY Chen

M Mørup

2023

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

arXiv preprint arXiv:2310.02694

Jesper Løve Hinrich

Morten Mørup

2023/10/4

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

Proceedings of The 26th International Conference on Artificial Intelligence and Statistics, PMLR 206

Nikolaos Nakis

Abdulkadir Celikkanat

Louis Boucherie

Christian Djurhuus

Felix Burmester

...

2023

A Hybrid Membership Latent Distance Model for Unsigned and Signed Integer Weighted Networks

arXiv preprint arXiv:2308.15293

Nikolaos Nakis

Abdulkadir Çelikkanat

Morten Mørup

2023/8/29

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

IEEE Transactions on Knowledge and Data Engineering

Nikolaos Nakis

Abdulkadir Çelikkanat

Sune Lehmann

Morten Mørup

2023/8/28

Angular Central Gaussian and Watson Mixture Models for Assessing Dynamic Functional Brain Connectivity During a Motor Task

Anders S Olsen

Emil Ortvald

Kristoffer H Madsen

Mikkel N Schmidt

Morten Mørup

2023/6/4

Individual Differences in Values and Political Individual/Group Behavior

Eldad Davidov

Ann-Kathrin Reinl

James Dennison

Daniel Seddig

Yael Naveh-Kedem

...

2022

Hm-ldm: A hybrid-membership latent distance model

Nikolaos Nakis

Abdulkadir Çelikkanat

Morten Mørup

2022/11/8

Bayesian dropout

Procedia Computer Science

Tue Herlau

Mikkel N Schmidt

Morten Mørup

2022/1/1

Combining electro-and magnetoencephalography data using directional archetypal analysis

Frontiers in Neuroscience

Anders S Olsen

Rasmus MT Høegh

Jesper L Hinrich

Kristoffer H Madsen

Morten Mørup

2022/7/29

Uncovering Cortical Units of Processing From Multi-Layered Connectomes

Frontiers in Neuroscience

Kristoffer Jon Albers

Matthew G Liptrot

Karen Sandø Ambrosen

Rasmus Røge

Tue Herlau

...

2022/3/10

Predictive evaluation of human value segmentations

The Journal of Mathematical Sociology

Kristoffer Jon Albers

Morten Mørup

Mikkel N Schmidt

Fumiko Kano Glückstad

2022/1/2

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

Abdulkadir Çelikkanat

Nikolaos Nakis

Morten Mørup

2022/12/23

Latent Profiel Analysis of Human Values?

Fumiko Kano Glückstad

Mikkel N Schmidt

Daniel Seddig

Eldad Davidov

Morten Mørup

...

2022

See List of Professors in Morten Mørup University(Danmarks Tekniske Universitet)

Co-Authors

H-index: 85
Christoph S Herrmann

Christoph S Herrmann

Carl von Ossietzky Universität Oldenburg

H-index: 70
Lars Kai Hansen

Lars Kai Hansen

Danmarks Tekniske Universitet

H-index: 65
Ole Winther

Ole Winther

Københavns Universitet

H-index: 27
Mikkel N. Schmidt

Mikkel N. Schmidt

Danmarks Tekniske Universitet

H-index: 10
Tue Herlau

Tue Herlau

Danmarks Tekniske Universitet

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