Lars Kai Hansen

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53EEMikkel N. Schmidt, Ole Winther, Lars Kai Hansen: Bayesian Non-negative Matrix Factorization. ICA 2009: 540-547
52 Peter Mondrup Rasmussen, Morten Mørup, Lars Kai Hansen, Sidse M. Arnfred: Model Order Estimation for Independent Component Analysis of Epoched EEG Signals. BIOSIGNALS (2) 2008: 3-10
51EEMorten Mørup, Kristoffer Hougaard Madsen, Lars Kai Hansen: Approximate L0 constrained non-negative matrix and tensor factorization. ISCAS 2008: 1328-1331
50EEThomas Beierholm, Albert H. Nuttall, Lars Kai Hansen: Use and Subtleties of Saddlepoint Approximation for Minimum Mean-Square Error Estimation. IEEE Transactions on Information Theory 54(12): 5778-5787 (2008)
49EEDaniel J. Jacobsen, Lars Kai Hansen, Kristoffer Hougaard Madsen: Bayesian Model Comparison in Nonlinear BOLD fMRI Hemodynamics. Neural Computation 20(3): 738-755 (2008)
48EEMorten Mørup, Lars Kai Hansen, Sidse M. Arnfred: Algorithms for Sparse Nonnegative Tucker Decompositions. Neural Computation 20(8): 2112-2131 (2008)
47EEAndreas Brinch Nielsen, Lars Kai Hansen: Structure learning by pruning in independent component analysis. Neurocomputing 71(10-12): 2281-2290 (2008)
46EEMorten Mørup, Kristoffer Hougaard Madsen, Lars Kai Hansen: Shifted Independent Component Analysis. ICA 2007: 89-96
45EEAna S. Lukic, Miles N. Wernick, Yongyi Yang, Lars Kai Hansen, Konstantinos Arfanakis, Stephen C. Strother: Effect of Spatial Alignment Transformations in PCA and ICA of Functional Neuroimages. IEEE Trans. Med. Imaging 26(8): 1058-1068 (2007)
44EEAnders Meng, P. Ahrendt, Jan Larsen, Lars Kai Hansen: Temporal Feature Integration for Music Genre Classification. IEEE Transactions on Audio, Speech & Language Processing 15(5): 1654-1664 (2007)
43EEMads Dyrholm, Scott Makeig, Lars Kai Hansen: Model Selection for Convolutive ICA with an Application to Spatiotemporal Analysis of EEG. Neural Computation 19(4): 934-955 (2007)
42EELars Kai Hansen, Ling Feng: Cogito Componentiter Ergo Sum. ICA 2006: 446-453
41EEMads Dyrholm, Scott Makeig, Lars Kai Hansen: Model Structure Selection in Convolutive Mixtures. ICA 2006: 74-81
40EEDaniel J. Jacobsen, Kristoffer Hougaard Madsen, Lars Kai Hansen: Identification of non-linear models of neural activity in BOLD fMRI. ISBI 2006: 952-955
39 Jerónimo Arenas-García, Jan Larsen, Lars Kai Hansen, Anders Meng: Optimal filtering of dynamics in short-time features for music organization. ISMIR 2006: 290-295
38 Tue Lehn-Schiøler, Jerónimo Arenas-García, Kaare Brandt Petersen, Lars Kai Hansen: A Genre Classification Plug-in for Data Collection. ISMIR 2006: 320-321
37EEJerónimo Arenas-García, Kaare Brandt Petersen, Lars Kai Hansen: Sparse Kernel Orthonormalized PLS for feature extraction in large data sets. NIPS 2006: 33-40
36EEThomas Grotkjær, Ole Winther, Birgitte Regenberg, Jens Nielsen, Lars Kai Hansen: Robust multi-scale clustering of large DNA microarray datasets with the consensus algorithm. Bioinformatics 22(1): 58-67 (2006)
35EERasmus Kongsgaard Olsson, Lars Kai Hansen: Linear State-Space Models for Blind Source Separation. Journal of Machine Learning Research 6: 2585-2602 (2006)
34 Ling Feng, Lars Kai Hansen: On Low-level Cognitive Components of Speech. CIMCA/IAWTIC 2005: 852-858
33EEKaare Brandt Petersen, Ole Winther, Lars Kai Hansen: On the Slow Convergence of EM and VBEM in Low-Noise Linear Models. Neural Computation 17(9): 1921-1926 (2005)
32EEMads Dyrholm, Lars Kai Hansen: CICAAR: Convolutive ICA with an Auto-regressive Inverse Model. ICA 2004: 594-601
31EERasmus Kongsgaard Olsson, Lars Kai Hansen: Estimating the Number of Sources in a Noisy Convolutive Mixture Using BIC. ICA 2004: 618-625
30EERasmus Elsborg Madsen, Sigurdur Sigurdsson, Lars Kai Hansen, Jan Larsen: Pruning The Vocabulary For Better Context Recognition. ICPR (2) 2004: 483-488
29EETue Lehn-Schiøler, Lars Kai Hansen, Jan Larsen: Mapping from Speech to Images Using Continuous State Space Models. MLMI 2004: 136-145
28EERasmus Kongsgaard Olsson, Lars Kai Hansen: A Harmonic Excitation State-Space Approach to Blind Separation of Speech. NIPS 2004
27EEFinn Årup Nielsen, Lars Kai Hansen: Finding related functional neuroimaging volumes. Artificial Intelligence in Medicine 30(2): 141-151 (2004)
26 Ana S. Lukic, Lars Kai Hansen, Miles N. Wernick, Stephen C. Strother: An ICA algorithm for analyzing multiple data sets. ICIP (2) 2002: 821-824
25EEAna S. Lukic, Miles N. Wernick, Lars Kai Hansen, Jon Anderson, Stephen C. Strother: A spatially robust ICA algorithm for multiple fMRI data sets. ISBI 2002: 839-842
24 Lars Kai Hansen, Finn Årup Nielsen, Jan Larsen: Exploring fMRI data for periodic signal components. Artificial Intelligence in Medicine 25(1): 35-44 (2002)
23EEPedro A. d. F. R. Højen-Sørensen, Ole Winther, Lars Kai Hansen: Mean-Field Approaches to Independent Component Analysis. Neural Computation 14(4): 889-918 (2002)
22EEPedro A. d. F. R. Højen-Sørensen, Ole Winther, Lars Kai Hansen: Analysis of functional neuroimages using ICA with adaptive binary sources. Neurocomputing 49(1-4): 213-225 (2002)
21 Pedro A. d. F. R. Højen-Sørensen, Ole Winther, Lars Kai Hansen: Ensemble Learning and Linear Response Theory for ICA. NIPS 2000: 542-548
20 Ulrik Kjems, Lars Kai Hansen, Stephen C. Strother: Generalizable Singular Value Decomposition for Ill-posed Datasets. NIPS 2000: 549-555
19 Cyril Goutte, Finn Årup Nielsen, Lars Kai Hansen: Modelling the Haemodynamic Response in fMRI with Smooth FIR Filters. IEEE Trans. Med. Imaging 19(12): 1188-1201 (2000)
18EELars Kai Hansen: Bayesian Averaging is Well-Temperated. NIPS 1999: 265-271
17EEPedro A. d. F. R. Højen-Sørensen, Lars Kai Hansen, Carl Edward Rasmussen: Bayesian Modelling of fMRI lime Series. NIPS 1999: 754-760
16 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. IEEE Trans. Med. Imaging 18(4): 306-319 (1999)
15 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. IEEE Trans. Med. Imaging 17(6): 910-922 (1998)
14EEMads Hintz-Madsen, Lars Kai Hansen, Jan Larsen, Morten With Pedersen, Michael Larsen: Neural classifier construction using regularization, pruning and test error estimation. Neural Networks 11(9): 1659-1670 (1998)
13 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. IPMI 1997: 259-270
12EEFinn Årup Nielsen, Lars Kai Hansen: Interactive Information Visualization in Neuroimaging. Workshop on New Paradigms in Information Visualization and Manipulation 1997: 62-65
11EEJan Gorodkin, Lars Kai Hansen, Benny Lautrup, Sara A. Solla: Universal Distribution of Saliencies for Pruning in Layered Neural Networks. Int. J. Neural Syst. 8(5-6): 489-498 (1997)
10EECyril Goutte, Lars Kai Hansen: Regularization with a Pruning Prior. Neural Networks 10(6): 1053-1059 (1997)
9EEJan Larsen, Claus Svarer, Lars Nonboe Andersen, Lars Kai Hansen: Adaptive Regularization in Neural Network Modeling. Neural Networks: Tricks of the Trade 1996: 113-132
8EELars Kai Hansen, Jan Larsen: Linear unlearning for cross-validation. Adv. Comput. Math. 5(1): 269-280 (1996)
7EEMorten With Pedersen, Lars Kai Hansen, Jan Larsen: Pruning with generalization based weight saliencies: gamma-OBD, gamma-OBS. NIPS 1995: 521-527
6EEMorten With Pedersen, Lars Kai Hansen: Recurrent Networks: Second Order Properties and Pruning. NIPS 1994: 673-680
5EELars Kai Hansen: Book Review: "Time Series Prediction: Forecasting the Future and Understanding the Past", Eds. Andreas S. Weigend and Neil A. Gershenfeld. Int. J. Neural Syst. 5(2): 157-158 (1994)
4EEPeter Salamon, John C. Wootton, Andrzej K. Konopka, Lars Kai Hansen: On the Robustness of Maximum Entropy Relationships for Complexity Distributions of Nucleotide Sequences. Computers & Chemistry 17(2): 135-148 (1993)
3EEJan Gorodkin, Lars Kai Hansen, Anders Krogh, Claus Svarer, Ole Winther: A Quantitative Study Of Pruning By Optimal Brain Damage. Int. J. Neural Syst. 4(2): 159-169 (1993)
2EELars Kai Hansen: Stochastic linear learning: Exact test and training error averages. Neural Networks 6(3): 393-396 (1993)
1EELars Kai Hansen, Peter Salamon: Neural Network Ensembles. IEEE Trans. Pattern Anal. Mach. Intell. 12(10): 993-1001 (1990)

Coauthor Index

1P. Ahrendt [44]
2Lars Nonboe Andersen [9]
3Jon Anderson [16] [25]
4Jerónimo Arenas-García [37] [38] [39]
5Konstantinos Arfanakis [45]
6Sidse M. Arnfred [48] [52]
7Thomas Beierholm [50]
8Mads Dyrholm [32] [41] [43]
9Ling Feng [34] [42]
10Jan Gorodkin [3] [11]
11Cyril Goutte [10] [19]
12M.-L. M. Grønholdt [15]
13Thomas Grotkjær [36]
14Mads Hintz-Madsen [14]
15Pedro A. d. F. R. Højen-Sørensen [17] [21] [22] [23]
16Daniel J. Jacobsen [40] [49]
17S. K. Jespersen [15]
18Ulrik Kjems [16] [20]
19Andrzej K. Konopka [4]
20Anders Krogh [3]
21Jan Larsen [7] [8] [9] [14] [24] [29] [30] [39] [44]
22Michael Larsen [14]
23Benny Lautrup [11] [13]
24Ian Law [16]
25Tue Lehn-Schiøler [29] [38]
26Ana S. Lukic [25] [26] [45]
27Kristoffer Hougaard Madsen [40] [46] [49] [51]
28Rasmus Elsborg Madsen [30]
29Scott Makeig [41] [43]
30Anders Meng [39] [44]
31Niels Mørch [13]
32Morten Mørup [46] [48] [51] [52]
33Andreas Brinch Nielsen [47]
34Finn Årup Nielsen [12] [19] [24] [27]
35Jens Nielsen [36]
36Albert H. Nuttall [50]
37Rasmus Kongsgaard Olsson [28] [31] [35]
38Olaf B. Paulson [13]
39Morten With Pedersen [6] [7] [14]
40Kaare Brandt Petersen [33] [37] [38]
41Carl Edward Rasmussen [17]
42Peter Mondrup Rasmussen [52]
43Birgitte Regenberg [36]
44David A. Rottenberg [13]
45Peter Salamon [1] [4]
46Robert L. Savoy [13]
47Mikkel N. Schmidt [53]
48Sigurdur Sigurdsson [30]
49H. Sillesen [15]
50Sara A. Solla [11]
51Stephen C. Strother [13] [16] [20] [25] [26] [45]
52Claus Svarer [3] [9] [13]
53Miles N. Wernick [25] [26] [45]
54B. Wiebe [15]
55Jens E. Wilhjelm [15]
56Ole Winther [3] [21] [22] [23] [33] [36] [53]
57John C. Wootton [4]
58Yongyi Yang [45]

Colors in the list of coauthors

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)