Lars Kai Hansen

Research interests

Publications

• Microstate EEGlab toolbox: An introductory guide

  bioRxiv (Cold Spring Harbor Laboratory) · 2018 · 10.1101/289850

• EEG in the classroom: Synchronised neural recordings during video presentation

  Scientific Reports · 2017 · 10.1038/srep43916

• Deep convolutional neural networks for interpretable analysis of EEG sleep stage scoring

  · 2017 · 10.1109/mlsp.2017.8168133

• Neural Markers of Responsiveness to the Environment in Human Sleep

  Journal of Neuroscience · 2016 · 10.1523/jneurosci.0902-16.2016

• Frontal alpha oscillations distinguish leaders from followers: Multivariate decoding of mutually interacting brains

  NeuroImage · 2014 · 10.1016/j.neuroimage.2014.03.003

• Archetypal analysis for machine learning and data mining

  Neurocomputing · 2011 · 10.1016/j.neucom.2011.06.033

• Good Friends, Bad News - Affect and Virality in Twitter

  Communications in computer and information science · 2011 · https://doi.org/10.1007/978-3-642-22309-9_5

• Automatic relevance determination for multi‐way models

  Journal of Chemometrics · 2009 · 10.1002/cem.1223

• Bayesian Non-negative Matrix Factorization

  Lecture notes in computer science · 2009 · 10.1007/978-3-642-00599-2_68

• Algorithms for Sparse Nonnegative Tucker Decompositions

  Neural Computation · 2008 · 10.1162/neco.2008.11-06-407

• Theorems on Positive Data: On the Uniqueness of NMF

  Computational Intelligence and Neuroscience · 2008 · 10.1155/2008/764206

• Growth-rate regulated genes have profound impact on interpretation of transcriptome profiling in Saccharomyces cerevisiae

  Genome biology · 2006 · 10.1186/gb-2006-7-11-r107

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

  NeuroImage · 2005 · 10.1016/j.neuroimage.2005.08.005

• Mining the posterior cingulate: Segregation between memory and pain components

  NeuroImage · 2005 · 10.1016/j.neuroimage.2005.04.034

• Melanoma Diagnosis by Raman Spectroscopy and Neural Networks: Structure Alterations in Proteins and Lipids in Intact Cancer Tissue

  Journal of Investigative Dermatology · 2004 · https://doi.org/10.1046/j.0022-202x.2004.22208.x

• Detection of Skin Cancer by Classification of Raman Spectra

  IEEE Transactions on Biomedical Engineering · 2004 · https://doi.org/10.1109/tbme.2004.831538

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

  Magnetic Resonance in Medicine · 2004 · 10.1002/mrm.20227

• ICA of functional MRI data: an overview.

  Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU) · 2003

• Mean-Field Approaches to Independent Component Analysis

  Neural Computation · 2002 · 10.1162/089976602317319009

• The Quantitative Evaluation of Functional Neuroimaging Experiments: The NPAIRS Data Analysis Framework

  NeuroImage · 2002 · 10.1006/nimg.2001.1034

• The quantitative evaluation of functional neuroimaging experiments: The NPAIRS data analysis framework

  NeuroImage · 2000 · 10.1016/s1053-8119(00)91523-4

• Modeling the hemodynamic response in fMRI using smooth FIR filters

  IEEE Transactions on Medical Imaging · 2000 · 10.1109/42.897811

• On Clustering fMRI Time Series

  NeuroImage · 1999 · https://doi.org/10.1006/nimg.1998.0391

• Evolution, Discovery, and Interpretations of Arthropod Mushroom Bodies

  Learning & Memory · 1998 · https://doi.org/10.1101/lm.5.1.11

• Neural network ensembles

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 1990 · https://doi.org/10.1109/34.58871

Current projects

No projects listed.