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Lars Kai Hansen: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Finn Årup Nielsen, Lars Kai Hansen
    Interactive Information Visualization in Neuroimaging. [Citation Graph (0, 0)][DBLP]
    Workshop on New Paradigms in Information Visualization and Manipulation, 1997, pp:62-65 [Conf]
  2. Lars Kai Hansen, Ling Feng
    Cogito Componentiter Ergo Sum. [Citation Graph (0, 0)][DBLP]
    ICA, 2006, pp:446-453 [Conf]
  3. Mads Dyrholm, Lars Kai Hansen
    CICAAR: Convolutive ICA with an Auto-regressive Inverse Model. [Citation Graph (0, 0)][DBLP]
    ICA, 2004, pp:594-601 [Conf]
  4. Mads Dyrholm, Scott Makeig, Lars Kai Hansen
    Model Structure Selection in Convolutive Mixtures. [Citation Graph (0, 0)][DBLP]
    ICA, 2006, pp:74-81 [Conf]
  5. Rasmus Kongsgaard Olsson, Lars Kai Hansen
    Estimating the Number of Sources in a Noisy Convolutive Mixture Using BIC. [Citation Graph (0, 0)][DBLP]
    ICA, 2004, pp:618-625 [Conf]
  6. Ana S. Lukic, Lars Kai Hansen, Miles N. Wernick, Stephen C. Strother
    An ICA algorithm for analyzing multiple data sets. [Citation Graph (0, 0)][DBLP]
    ICIP (2), 2002, pp:821-824 [Conf]
  7. Rasmus Elsborg Madsen, Sigurdur Sigurdsson, Lars Kai Hansen, Jan Larsen
    Pruning The Vocabulary For Better Context Recognition. [Citation Graph (0, 0)][DBLP]
    ICPR (2), 2004, pp:483-488 [Conf]
  8. Niels Mørch, Lars Kai Hansen, Stephen C. Strother, Claus Svarer, David A. Rottenberg, Benny Lautrup, Robert L. Savoy, Olaf B. Paulson
    Nonlinear versus Linear Models in Functional Neuroimaging: Learning Curves and Generalization Crossover. [Citation Graph (0, 0)][DBLP]
    IPMI, 1997, pp:259-270 [Conf]
  9. Daniel J. Jacobsen, Kristoffer Hougaard Madsen, Lars Kai Hansen
    Identification of non-linear models of neural activity in BOLD fMRI. [Citation Graph (0, 0)][DBLP]
    ISBI, 2006, pp:952-955 [Conf]
  10. Ana S. Lukic, Miles N. Wernick, Lars Kai Hansen, Jon Anderson, Stephen C. Strother
    A spatially robust ICA algorithm for multiple fMRI data sets. [Citation Graph (0, 0)][DBLP]
    ISBI, 2002, pp:839-842 [Conf]
  11. Jerónimo Arenas-García, Jan Larsen, Lars Kai Hansen, Anders Meng
    Optimal filtering of dynamics in short-time features for music organization. [Citation Graph (0, 0)][DBLP]
    ISMIR, 2006, pp:290-295 [Conf]
  12. Tue Lehn-Schiøler, Jerónimo Arenas-García, Kaare Brandt Petersen, Lars Kai Hansen
    A Genre Classification Plug-in for Data Collection. [Citation Graph (0, 0)][DBLP]
    ISMIR, 2006, pp:320-321 [Conf]
  13. Tue Lehn-Schiøler, Lars Kai Hansen, Jan Larsen
    Mapping from Speech to Images Using Continuous State Space Models. [Citation Graph (0, 0)][DBLP]
    MLMI, 2004, pp:136-145 [Conf]
  14. Lars Kai Hansen
    Bayesian Averaging is Well-Temperated. [Citation Graph (0, 0)][DBLP]
    NIPS, 1999, pp:265-271 [Conf]
  15. Pedro A. d. F. R. Højen-Sørensen, Lars Kai Hansen, Carl Edward Rasmussen
    Bayesian Modelling of fMRI lime Series. [Citation Graph (0, 0)][DBLP]
    NIPS, 1999, pp:754-760 [Conf]
  16. Pedro A. d. F. R. Højen-Sørensen, Ole Winther, Lars Kai Hansen
    Ensemble Learning and Linear Response Theory for ICA. [Citation Graph (0, 0)][DBLP]
    NIPS, 2000, pp:542-548 [Conf]
  17. Ulrik Kjems, Lars Kai Hansen, Stephen C. Strother
    Generalizable Singular Value Decomposition for Ill-posed Datasets. [Citation Graph (0, 0)][DBLP]
    NIPS, 2000, pp:549-555 [Conf]
  18. Jan Larsen, Claus Svarer, Lars Nonboe Andersen, Lars Kai Hansen
    Adaptive Regularization in Neural Network Modeling. [Citation Graph (0, 0)][DBLP]
    Neural Networks: Tricks of the Trade, 1996, pp:113-132 [Conf]
  19. Rasmus Kongsgaard Olsson, Lars Kai Hansen
    A Harmonic Excitation State-Space Approach to Blind Separation of Speech. [Citation Graph (0, 0)][DBLP]
    NIPS, 2004, pp:- [Conf]
  20. Morten With Pedersen, Lars Kai Hansen
    Recurrent Networks: Second Order Properties and Pruning. [Citation Graph (0, 0)][DBLP]
    NIPS, 1994, pp:673-680 [Conf]
  21. Morten With Pedersen, Lars Kai Hansen, Jan Larsen
    Pruning with generalization based weight saliencies: gamma-OBD, gamma-OBS. [Citation Graph (0, 0)][DBLP]
    NIPS, 1995, pp:521-527 [Conf]
  22. Ling Feng, Lars Kai Hansen
    On Low-level Cognitive Components of Speech. [Citation Graph (0, 0)][DBLP]
    CIMCA/IAWTIC, 2005, pp:852-858 [Conf]
  23. Lars Kai Hansen, Finn Årup Nielsen, Jan Larsen
    Exploring fMRI data for periodic signal components. [Citation Graph (0, 0)][DBLP]
    Artificial Intelligence in Medicine, 2002, v:25, n:1, pp:35-44 [Journal]
  24. Finn Årup Nielsen, Lars Kai Hansen
    Finding related functional neuroimaging volumes. [Citation Graph (0, 0)][DBLP]
    Artificial Intelligence in Medicine, 2004, v:30, n:2, pp:141-151 [Journal]
  25. Thomas Grotkjær, Ole Winther, Birgitte Regenberg, Jens Nielsen, Lars Kai Hansen
    Robust multi-scale clustering of large DNA microarray datasets with the consensus algorithm. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2006, v:22, n:1, pp:58-67 [Journal]
  26. Peter Salamon, John C. Wootton, Andrzej K. Konopka, Lars Kai Hansen
    On the Robustness of Maximum Entropy Relationships for Complexity Distributions of Nucleotide Sequences. [Citation Graph (0, 0)][DBLP]
    Computers & Chemistry, 1993, v:17, n:2, pp:135-148 [Journal]
  27. Jan Gorodkin, Lars Kai Hansen, Anders Krogh, Claus Svarer, Ole Winther
    A Quantitative Study Of Pruning By Optimal Brain Damage. [Citation Graph (0, 0)][DBLP]
    Int. J. Neural Syst., 1993, v:4, n:2, pp:159-169 [Journal]
  28. Jan Gorodkin, Lars Kai Hansen, Benny Lautrup, Sara A. Solla
    Universal Distribution of Saliencies for Pruning in Layered Neural Networks. [Citation Graph (0, 0)][DBLP]
    Int. J. Neural Syst., 1997, v:8, n:5-6, pp:489-498 [Journal]
  29. Lars Kai Hansen
    Book Review: "Time Series Prediction: Forecasting the Future and Understanding the Past", Eds. Andreas S. Weigend and Neil A. Gershenfeld. [Citation Graph (0, 0)][DBLP]
    Int. J. Neural Syst., 1994, v:5, n:2, pp:157-158 [Journal]
  30. Pedro A. d. F. R. Højen-Sørensen, Ole Winther, Lars Kai Hansen
    Analysis of functional neuroimages using ICA with adaptive binary sources. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2002, v:49, n:1-4, pp:213-225 [Journal]
  31. Rasmus Kongsgaard Olsson, Lars Kai Hansen
    Linear State-Space Models for Blind Source Separation. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2006, v:6, n:, pp:2585-2602 [Journal]
  32. Pedro A. d. F. R. Højen-Sørensen, Ole Winther, Lars Kai Hansen
    Mean-Field Approaches to Independent Component Analysis. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2002, v:14, n:4, pp:889-918 [Journal]
  33. Kaare Brandt Petersen, Ole Winther, Lars Kai Hansen
    On the Slow Convergence of EM and VBEM in Low-Noise Linear Models. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2005, v:17, n:9, pp:1921-1926 [Journal]
  34. Mads Dyrholm, Scott Makeig, Lars Kai Hansen
    Model Selection for Convolutive ICA with an Application to Spatiotemporal Analysis of EEG. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2007, v:19, n:4, pp:934-955 [Journal]
  35. Cyril Goutte, Lars Kai Hansen
    Regularization with a Pruning Prior. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 1997, v:10, n:6, pp:1053-1059 [Journal]
  36. Lars Kai Hansen
    Stochastic linear learning: Exact test and training error averages. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 1993, v:6, n:3, pp:393-396 [Journal]
  37. Mads Hintz-Madsen, Lars Kai Hansen, Jan Larsen, Morten With Pedersen, Michael Larsen
    Neural classifier construction using regularization, pruning and test error estimation. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 1998, v:11, n:9, pp:1659-1670 [Journal]
  38. Lars Kai Hansen, Peter Salamon
    Neural Network Ensembles. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 1990, v:12, n:10, pp:993-1001 [Journal]
  39. Cyril Goutte, Finn Årup Nielsen, Lars Kai Hansen
    Modelling the Haemodynamic Response in fMRI with Smooth FIR Filters. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Med. Imaging, 2000, v:19, n:12, pp:1188-1201 [Journal]
  40. Ulrik Kjems, Stephen C. Strother, Jon Anderson, Ian Law, Lars Kai Hansen
    Enhancing the Multivariate Signal of [15O] water PET Studies with a New Non-Linear Neuroanatomical Registration Algorithm. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Med. Imaging, 1999, v:18, n:4, pp:306-319 [Journal]
  41. Jens E. Wilhjelm, M.-L. M. Grønholdt, B. Wiebe, S. K. Jespersen, Lars Kai Hansen, H. Sillesen
    Quantitative Analysis of Ultrasound B-mode images of Carotid Atherosclerotic Plaque: Correlation with Visual Classification and Histological Examination. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Med. Imaging, 1998, v:17, n:6, pp:910-922 [Journal]
  42. Jerónimo Arenas-García, Kaare Brandt Petersen, Lars Kai Hansen
    Sparse Kernel Orthonormalized PLS for feature extraction in large data sets. [Citation Graph (0, 0)][DBLP]
    NIPS, 2006, pp:33-40 [Conf]

  43. Semantic Contours in Tracks Based on Emotional Tags. [Citation Graph (, )][DBLP]


  44. Improving Query Correctness Using Centralized Probably Approximately Correct (PAC) Search. [Citation Graph (, )][DBLP]


  45. Shifted Independent Component Analysis. [Citation Graph (, )][DBLP]


  46. MuZeeker: Adapting a Music Search Engine for Mobile Phones. [Citation Graph (, )][DBLP]


  47. Bayesian Non-negative Matrix Factorization. [Citation Graph (, )][DBLP]


  48. Sofomore: Combined EEG Source and Forward Model Reconstruction. [Citation Graph (, )][DBLP]


  49. Approximate L0 constrained non-negative matrix and tensor factorization. [Citation Graph (, )][DBLP]


  50. Vocal Segment Classification in Popular Music. [Citation Graph (, )][DBLP]


  51. Sparse Spatio-temporal Inference of Electromagnetic Brain Sources. [Citation Graph (, )][DBLP]


  52. Model Order Estimation for Independent Component Analysis of Epoched EEG Signals. [Citation Graph (, )][DBLP]


  53. Unified ICA-SPM Analysis of fMRI Experiments - Implementation of an ICA Graphical user Interface for the SPM Pipeline. [Citation Graph (, )][DBLP]


  54. Coordinate-based Meta-analytic search for the SPM Neuroimaging Pipeline - The BredeQuery Plugin for SPM5. [Citation Graph (, )][DBLP]


  55. Probably Approximately Correct Search. [Citation Graph (, )][DBLP]


  56. NMF on Positron Emission Tomography. [Citation Graph (, )][DBLP]


  57. Linear unlearning for cross-validation. [Citation Graph (, )][DBLP]


  58. Semi-Supervised Kernel PCA [Citation Graph (, )][DBLP]


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