Lars Kai Hansen
Impact in
- Computational Mathematics top 0.2%
- Signal Processing top 0.2%
- Blind Source Separation Techniques
Papers in
-
- Blind Source Separation Techniques 69
- Speech and Audio Processing 26
- Co-authors
- Peter SalamonMorten MørupFinn Årup NielsenJan LarsenStephen C. StrotherCyril GoutteAndrea VedaldiGrégoire Montavon
- Journals
- NeuroImage (35 papers)Neural Computation (8 papers)IEEE Transactions on Medical Imaging (4 papers)Human Brain Mapping (4 papers)Magnetic Resonance in Medicine (3 papers)
- Partner nations
- DenmarkUnited StatesUnited Kingdom
In The Last Decade
Lars Kai Hansen
310 papers receiving 11.2k citations
Hit Papers
Peers
Comparison fields: 5 of 219
- Computational Mathematics 362
- Signal Processing 1.8k
- Cognitive Neuroscience 2.9k
- Artificial Intelligence 3.7k
- Biophysics 500
Countries citing papers authored by Lars Kai Hansen
This map shows the geographic impact of Lars Kai Hansen's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Lars Kai Hansen with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Lars Kai Hansen more than expected).
Fields of papers citing papers by Lars Kai Hansen
This network shows the impact of papers produced by Lars Kai Hansen. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Lars Kai Hansen. The network helps show where Lars Kai Hansen may publish in the future.
Co-authorship network
The 25 scholars most cited alongside Lars Kai Hansen, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2020 | 32 | |
| 2 | Bayesian Inference for Spatio-temporal Spike-and-Slab Priors | 2017 | 17 |
| 3 | Bayesian Inference for Structured Spike and Slab Priors | 2014 | 26 |
| 4 | Probabilistic M/EEG source imaging from sparse spatio-temporal event structure | 2012 | 1 |
| 5 | Latent Causal Modelling of Neuroimaging Data | 2009 | 2 |
| 6 | Sparse but emotional decomposition of lyrics | 2009 | 0 |
| 7 | Sparse Coding and Automatic Relevance Determination for Multi-way models | 2009 | 3 |
| 8 | Deterministic Modularity Optimization | 2007 | 34 |
| 9 | 2006 | 9 | |
| 10 | Decomposing the time-frequency representation of EEG using non-negative matrix and multi-way factorization | 2006 | 28 |
| 11 | A Harmonic Excitation State-Space Approach to Blind Separation of Speech | 2004 | 5 |
| 12 | Mining Posterior Cingulate | 2004 | 2 |
| 13 | Mean Field Implementation Of Bayesian ICA | 2001 | 9 |
| 14 | Signal Detection using ICA: Application to Chat Room Topic Spotting | 2001 | 48 |
| 15 | Ensemble Learning and Linear Response Theory for ICA | 2000 | 2 |
| 16 | Bayesian Averaging is Well-Temperated | 1999 | 6 |
| 17 | Bayesian Modelling of fMRI lime Series | 1999 | 19 |
| 18 | Detection of Malignant Melanoma using Neural Classifiers | 1996 | 1 |
| 19 | Pruning with generalization based weight saliencies: gamma-OBD, gamma-OBS. | 1995 | 8 |
| 20 | Recurrent Networks: Second Order Properties and Pruning | 1994 | 15 |
About Lars Kai Hansen
Lars Kai Hansen is a scholar working on Computational Mathematics, Signal Processing, Cognitive Neuroscience, Artificial Intelligence and Computer Vision and Pattern Recognition, having authored 332 papers that have together received 11.8k indexed citations. Recurring topics across this work include Blind Source Separation Techniques (69 papers), Neural Networks and Applications (63 papers), Functional Brain Connectivity Studies (55 papers), Neural dynamics and brain function (44 papers), EEG and Brain-Computer Interfaces (29 papers), Speech and Audio Processing (26 papers), Advanced MRI Techniques and Applications (25 papers) and Spectroscopy and Chemometric Analyses (17 papers). The work is most often cited by research in Computational Mathematics (362 citations), Signal Processing (1.8k citations), Cognitive Neuroscience (2.9k citations), Artificial Intelligence (3.7k citations) and Biophysics (500 citations). Lars Kai Hansen has collaborated with scholars based in Denmark, United States and United Kingdom. Frequent co-authors include Peter Salamon, Morten Mørup, Finn Årup Nielsen, Jan Larsen, Stephen C. Strother, Cyril Goutte, Andrea Vedaldi, Grégoire Montavon, Wojciech Samek and Klaus‐Robert Müller. Their work appears in journals such as NeuroImage, Neural Computation, IEEE Transactions on Medical Imaging, Human Brain Mapping and Magnetic Resonance in Medicine.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.