Lars Kai Hansen

	2012
87		Peter Mondrup Rasmussen, Tanya Schmah, Kristoffer Hougaard Madsen, Torben Ellegaard Lund, Grigori Yourganov, Stephen C. Strother, Lars Kai Hansen: Visualization of Nonlinear Classification Models in Neuroimaging - Signed Sensitivity Maps. BIOSIGNALS 2012: 254-263
86		Kasper Winther Jørgensen, Lars Kai Hansen: Model Selection for Gaussian Kernel PCA Denoising. IEEE Trans. Neural Netw. Learning Syst. 23(1): 163-168 (2012)
85		Peter Mondrup Rasmussen, Trine Julie Abrahamsen, Kristoffer Hougaard Madsen, Lars Kai Hansen: Nonlinear denoising and analysis of neuroimages with kernel principal component analysis and pre-image estimation. NeuroImage 60(3): 1807-1818 (2012)
84		Morten Mørup, Lars Kai Hansen: Archetypal analysis for machine learning and data mining. Neurocomputing 80: 54-63 (2012)
83		Peter Mondrup Rasmussen, Lars Kai Hansen, Kristoffer Hougaard Madsen, Nathan W. Churchill, Stephen C. Strother: Model sparsity and brain pattern interpretation of classification models in neuroimaging. Pattern Recognition 45(6): 2085-2100 (2012)
	2011
82		Arkadiusz Stopczynski, Jakob Eg Larsen, Carsten Stahlhut, Michael Kai Petersen, Lars Kai Hansen: A Smartphone Interface for a Wireless EEG Headset with Real-Time 3D Reconstruction. ACII (2) 2011: 317-318
81		Michael Kai Petersen, Carsten Stahlhut, Arkadiusz Stopczynski, Jakob Eg Larsen, Lars Kai Hansen: Smartphones Get Emotional: Mind Reading Images and Reconstructing the Neural Sources. ACII (2) 2011: 578-587
80		Michael Kai Petersen, Lars Kai Hansen: Emotional nodes among lines of lyrics. FG 2011: 821-826
79		Seliz G. Karadogan, Letizia Marchegiani, Lars Kai Hansen, Jan Larsen: How efficient is estimation with missing data? ICASSP 2011: 2260-2263
78		Lars Kai Hansen, Adam Arvidsson, Finn Årup Nielsen, Elanor Colleoni, Michael Etter: Good Friends, Bad News - Affect and Virality in Twitter CoRR abs/1101.0510: (2011)
77		Morten Mørup, Mikkel N. Schmidt, Lars Kai Hansen: Infinite Multiple Membership Relational Modeling for Complex Networks CoRR abs/1101.5097: (2011)
76		Trine Julie Abrahamsen, Lars Kai Hansen: A Cure for Variance Inflation in High Dimensional Kernel Principal Component Analysis. Journal of Machine Learning Research 12: 2027-2044 (2011)
75		Peter Mondrup Rasmussen, Kristoffer Hougaard Madsen, Torben Ellegaard Lund, Lars Kai Hansen: Visualization of nonlinear kernel models in neuroimaging by sensitivity maps. NeuroImage 55(3): 1120-1131 (2011)
74		Trine Julie Abrahamsen, Lars Kai Hansen: Sparse non-linear denoising: Generalization performance and pattern reproducibility in functional MRI. Pattern Recognition Letters 32(15): 2080-2085 (2011)
73		Trine Julie Abrahamsen, Lars Kai Hansen: Regularized Pre-image Estimation for Kernel PCA De-noising - Input Space Regularization and Sparse Reconstruction. Signal Processing Systems 65(3): 403-412 (2011)
72		Carsten Stahlhut, Morten Mørup, Ole Winther, Lars Kai Hansen: Simultaneous EEG Source and Forward Model Reconstruction (SOFOMORE) Using a Hierarchical Bayesian Approach. Signal Processing Systems 65(3): 431-444 (2011)
	2010
71		Ingemar J. Cox, Jianhan Zhu, Ruoxun Fu, Lars Kai Hansen: Improving Query Correctness Using Centralized Probably Approximately Correct (PAC) Search. ECIR 2010: 265-280
70		Carsten Stahlhut, Hagai Attias, David P. Wipf, Lars Kai Hansen, Srikantan S. Nagarajan: Sparse Spatio-temporal Inference of Electromagnetic Brain Sources. MLMI 2010: 157-164
69		Morten Mørup, Kristoffer Hougaard Madsen, Anne-Marie Dogonowski, Hartwig Siebner, Lars Kai Hansen: Infinite Relational Modeling of Functional Connectivity in Resting State fMRI. NIPS 2010: 1750-1758
68		Christian Walder, Ricardo Henao, Morten Mørup, Lars Kai Hansen: Semi-Supervised Kernel PCA CoRR abs/1008.1398: (2010)
	2009
67		Troels Bjerre, Jonas Henriksen, Carsten Haagen Nielsen, Peter Mondrup Rasmussen, Lars Kai Hansen, Kristoffer Hougaard Madsen: Unified ICA-SPM Analysis of fMRI Experiments - Implementation of an ICA Graphical user Interface for the SPM Pipeline. BIOSIGNALS 2009: 316-321
66		Bartlomiej Wilkowski, Marcin Szewczyk, Peter Mondrup Rasmussen, Lars Kai Hansen, Finn Årup Nielsen: Coordinate-based Meta-analytic search for the SPM Neuroimaging Pipeline - The BredeQuery Plugin for SPM5. HEALTHINF 2009: 11-17
65		Mikkel N. Schmidt, Ole Winther, Lars Kai Hansen: Bayesian Non-negative Matrix Factorization. ICA 2009: 540-547
64		Ingemar J. Cox, Ruoxun Fu, Lars Kai Hansen: Probably Approximately Correct Search. ICTIR 2009: 2-16
63		Carsten Stahlhut, Morten Mørup, Ole Winther, Lars Kai Hansen: Sofomore: Combined EEG Source and Forward Model Reconstruction. ISBI 2009: 450-453
	2008
62		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
61		Michael Kai Petersen, Lars Kai Hansen, Andrius Butkus: Semantic Contours in Tracks Based on Emotional Tags. CMMR 2008: 45-66
60		Morten Mørup, Kristoffer Hougaard Madsen, Lars Kai Hansen: Approximate L0 constrained non-negative matrix and tensor factorization. ISCAS 2008: 1328-1331
59		Ling Feng, Andreas Brinch Nielsen, Lars Kai Hansen: Vocal Segment Classification in Popular Music. ISMIR 2008: 121-126
58		Jakob Eg Larsen, Søren Halling, Magnús Sigurðsson, Lars Kai Hansen: MuZeeker: Adapting a Music Search Engine for Mobile Phones. WMMP 2008: 154-169
57		Thomas 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)
56		Daniel J. Jacobsen, Lars Kai Hansen, Kristoffer Hougaard Madsen: Bayesian Model Comparison in Nonlinear BOLD fMRI Hemodynamics. Neural Computation 20(3): 738-755 (2008)
55		Morten Mørup, Lars Kai Hansen, Sidse M. Arnfred: Algorithms for Sparse Nonnegative Tucker Decompositions. Neural Computation 20(8): 2112-2131 (2008)
54		Andreas Brinch Nielsen, Lars Kai Hansen: Structure learning by pruning in independent component analysis. Neurocomputing 71(10-12): 2281-2290 (2008)
	2007
53		Morten Mørup, Kristoffer Hougaard Madsen, Lars Kai Hansen: Shifted Independent Component Analysis. ICA 2007: 89-96
52		Bjarni Bödvarsson, Lars Kai Hansen, Claus Svarer, Gitte Moos Knudsen: NMF on Positron Emission Tomography. ICASSP (1) 2007: 309-312
51		Ana 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)
50		Anders 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)
49		Mads 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)
	2006
48		Lars Kai Hansen, Ling Feng: Cogito Componentiter Ergo Sum. ICA 2006: 446-453
47		Mads Dyrholm, Scott Makeig, Lars Kai Hansen: Model Structure Selection in Convolutive Mixtures. ICA 2006: 74-81
46		Thomas Bøvith, Allan Aasbjerg Nielsen, Lars Kai Hansen, Søren Overgaard, Rashpal S. Gill: Detecting Weather Radar Clutter by Information Fusion With Satellite Images and Numerical Weather Prediction Model Output. IGARSS 2006: 511-514
45		Daniel J. Jacobsen, Kristoffer Hougaard Madsen, Lars Kai Hansen: Identification of non-linear models of neural activity in BOLD fMRI. ISBI 2006: 952-955
44		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
43		Tue Lehn-Schiøler, Jerónimo Arenas-García, Kaare Brandt Petersen, Lars Kai Hansen: A Genre Classification Plug-in for Data Collection. ISMIR 2006: 320-321
42		Jerónimo Arenas-García, Kaare Brandt Petersen, Lars Kai Hansen: Sparse Kernel Orthonormalized PLS for feature extraction in large data sets. NIPS 2006: 33-40
41		Thomas 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)
40		Rasmus Kongsgaard Olsson, Lars Kai Hansen: Linear State-Space Models for Blind Source Separation. Journal of Machine Learning Research 6: 2585-2602 (2006)
	2005
39		Ling Feng, Lars Kai Hansen: On Low-level Cognitive Components of Speech. CIMCA/IAWTIC 2005: 852-858
38		Kaare 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)
	2004
37		Mads Dyrholm, Lars Kai Hansen: CICAAR: Convolutive ICA with an Auto-regressive Inverse Model. ICA 2004: 594-601
36		Rasmus Kongsgaard Olsson, Lars Kai Hansen: Estimating the Number of Sources in a Noisy Convolutive Mixture Using BIC. ICA 2004: 618-625
35		Rasmus Elsborg Madsen, Sigurdur Sigurdsson, Lars Kai Hansen, Jan Larsen: Pruning The Vocabulary For Better Context Recognition. ICPR (2) 2004: 483-488
34		Tue Lehn-Schiøler, Lars Kai Hansen, Jan Larsen: Mapping from Speech to Images Using Continuous State Space Models. MLMI 2004: 136-145
33		Rasmus Kongsgaard Olsson, Lars Kai Hansen: A Harmonic Excitation State-Space Approach to Blind Separation of Speech. NIPS 2004
32		Finn Årup Nielsen, Lars Kai Hansen: Finding related functional neuroimaging volumes. Artificial Intelligence in Medicine 30(2): 141-151 (2004)
31		Finn Årup Nielsen, Lars Kai Hansen, Daniela Balslev: Mining for associations between text and brain activation in a functional neuroimaging database. Neuroinformatics 2(4): 369-379 (2004)
	2002
30		Sigurdur Sigurdsson, Jan Larsen, Lars Kai Hansen, P. A. Philipsen, H. C. Wulf: Outlier estimation and detection application to skin lesion classification. ICASSP 2002: 1049-1052
29		Joaquin Quiñonero Candela, Lars Kai Hansen: Time series prediction based on the Relevance Vector Machine with adaptive kernels. ICASSP 2002: 985-988
28		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
27		Ana S. Lukic, Miles N. Wernick, Lars Kai Hansen, Jon R. Anderson, Stephen C. Strother: A spatially robust ICA algorithm for multiple fMRI data sets. ISBI 2002: 839-842
26		Lars Kai Hansen, Finn Årup Nielsen, Jan Larsen: Exploring fMRI data for periodic signal components. Artificial Intelligence in Medicine 25(1): 35-44 (2002)
25		Mads Nielsen, Lars Kai Hansen, Peter Johansen, Jon Sporring: Guest Editorial: Special Issue on Statistics of Shapes and Textures. Journal of Mathematical Imaging and Vision 17(2): 87 (2002)
24		Pedro 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)
23		Pedro 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)
	2000
22		Pedro A. d. F. R. Højen-Sørensen, Ole Winther, Lars Kai Hansen: Ensemble Learning and Linear Response Theory for ICA. NIPS 2000: 542-548
21		Ulrik Kjems, Lars Kai Hansen, Stephen C. Strother: Generalizable Singular Value Decomposition for Ill-posed Datasets. NIPS 2000: 549-555
20		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)
	1999
19		Lars Kai Hansen: Bayesian Averaging is Well-Temperated. NIPS 1999: 265-271
18		Pedro A. d. F. R. Højen-Sørensen, Lars Kai Hansen, Carl Edward Rasmussen: Bayesian Modelling of fMRI lime Series. NIPS 1999: 754-760
17		Ulrik Kjems, Stephen C. Strother, Jon R. 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)
	1998
16		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)
15		Mads 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)
	1997
14		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
13		Finn Årup Nielsen, Lars Kai Hansen: Interactive Information Visualization in Neuroimaging. Workshop on New Paradigms in Information Visualization and Manipulation 1997: 62-65
12		Jan 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)
11		Cyril Goutte, Lars Kai Hansen: Regularization with a Pruning Prior. Neural Networks 10(6): 1053-1059 (1997)
	1996
10		Jan Larsen, Claus Svarer, Lars Nonboe Andersen, Lars Kai Hansen: Adaptive Regularization in Neural Network Modeling. Neural Networks: Tricks of the Trade 1996: 113-132
9		Lars Kai Hansen, Jan Larsen: Linear unlearning for cross-validation. Adv. Comput. Math. 5(1): 269-280 (1996)
	1995
8		Morten With Pedersen, Lars Kai Hansen, Jan Larsen: Pruning with generalization based weight saliencies: gamma-OBD, gamma-OBS. NIPS 1995: 521-527
	1994
7		Morten With Pedersen, Lars Kai Hansen: Recurrent Networks: Second Order Properties and Pruning. NIPS 1994: 673-680
6		Lars 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)
5		Lars Kai Hansen, Carl Edward Rasmussen: Pruning from Adaptive Regularization. Neural Computation 6(6): 1223-1232 (1994)
	1993
4		Peter 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)
3		Jan 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)
2		Lars Kai Hansen: Stochastic linear learning: Exact test and training error averages. Neural Networks 6(3): 393-396 (1993)
	1990
1		Lars Kai Hansen, Peter Salamon: Neural Network Ensembles. IEEE Trans. Pattern Anal. Mach. Intell. 12(10): 993-1001 (1990)

Coauthor Index

1	Trine Julie Abrahamsen	[73] [74] [76] [85]
2	P. Ahrendt	[50]
3	Lars Nonboe Andersen	[10]
4	Jon R. Anderson	[17] [27]
5	Jerónimo Arenas-García	[42] [43] [44]
6	Konstantinos Arfanakis	[51]
7	Sidse M. Arnfred	[55] [62]
8	Adam Arvidsson	[78]
9	Hagai Attias (Hagai Thomas Attias)	[70]
10	Daniela Balslev	[31]
11	Thomas Beierholm	[57]
12	Troels Bjerre	[67]
13	Bjarni Bödvarsson	[52]
14	Thomas Bøvith	[46]
15	Andrius Butkus	[61]
16	Joaquin Quiñonero Candela	[29]
17	Nathan W. Churchill	[83]
18	Elanor Colleoni	[78]
19	Ingemar J. Cox	[64] [71]
20	Anne-Marie Dogonowski	[69]
21	Mads Dyrholm	[37] [47] [49]
22	Michael Etter	[78]
23	Ling Feng	[39] [48] [59]
24	Ruoxun Fu	[64] [71]
25	Rashpal S. Gill	[46]
26	Jan Gorodkin	[3] [12]
27	Cyril Goutte	[11] [20]
28	M.-L. M. Grønholdt	[16]
29	Thomas Grotkjær	[41]
30	Søren Halling	[58]
31	Ricardo Henao	[68]
32	Jonas Henriksen	[67]
33	Mads Hintz-Madsen	[15]
34	Pedro A. d. F. R. Højen-Sørensen	[18] [22] [23] [24]
35	Daniel J. Jacobsen	[45] [56]
36	S. K. Jespersen	[16]
37	Peter Johansen	[25]
38	Kasper Winther Jørgensen	[86]
39	Seliz G. Karadogan	[79]
40	Ulrik Kjems	[17] [21]
41	Gitte Moos Knudsen	[52]
42	Andrzej K. Konopka	[4]
43	Anders Krogh	[3]
44	Jakob Eg Larsen	[58] [81] [82]
45	Jan Larsen	[8] [9] [10] [15] [26] [30] [34] [35] [44] [50] [79]
46	Michael Larsen	[15]
47	Benny Lautrup	[12] [14]
48	Ian Law	[17]
49	Tue Lehn-Schiøler	[34] [43]
50	Ana S. Lukic	[27] [28] [51]
51	Torben Ellegaard Lund	[75] [87]
52	Kristoffer Hougaard Madsen	[45] [53] [56] [60] [67] [69] [75] [83] [85] [87]
53	Rasmus Elsborg Madsen	[35]
54	Scott Makeig	[47] [49]
55	Letizia Marchegiani	[79]
56	Anders Meng	[44] [50]
57	Niels Mørch	[14]
58	Morten Mørup	[53] [55] [60] [62] [63] [68] [69] [72] [77] [84]
59	Srikantan S. Nagarajan	[70]
60	Allan Aasbjerg Nielsen	[46]
61	Andreas Brinch Nielsen	[54] [59]
62	Carsten Haagen Nielsen	[67]
63	Finn Årup Nielsen	[13] [20] [26] [31] [32] [66] [78]
64	Jens Nielsen	[41]
65	Mads Nielsen	[25]
66	Albert H. Nuttall	[57]
67	Rasmus Kongsgaard Olsson	[33] [36] [40]
68	Søren Overgaard	[46]
69	Olaf B. Paulson	[14]
70	Morten With Pedersen	[7] [8] [15]
71	Kaare Brandt Petersen	[38] [42] [43]
72	Michael Kai Petersen	[61] [80] [81] [82]
73	P. A. Philipsen	[30]
74	Carl Edward Rasmussen	[5] [18]
75	Peter Mondrup Rasmussen	[62] [66] [67] [75] [83] [85] [87]
76	Birgitte Regenberg	[41]
77	David A. Rottenberg	[14]
78	Peter Salamon	[1] [4]
79	Robert L. Savoy	[14]
80	Tanya Schmah	[87]
81	Mikkel N. Schmidt	[65] [77]
82	Hartwig Siebner	[69]
83	Sigurdur Sigurdsson	[30] [35]
84	Magnús Sigurðsson	[58]
85	H. Sillesen	[16]
86	Sara A. Solla	[12]
87	Jon Sporring	[25]
88	Carsten Stahlhut	[63] [70] [72] [81] [82]
89	Arkadiusz Stopczynski	[81] [82]
90	Stephen C. Strother	[14] [17] [21] [27] [28] [51] [83] [87]
91	Claus Svarer	[3] [10] [14] [52]
92	Marcin Szewczyk	[66]
93	Christian Walder	[68]
94	Miles N. Wernick	[27] [28] [51]
95	B. Wiebe	[16]
96	Jens E. Wilhjelm	[16]
97	Bartlomiej Wilkowski	[66]
98	Ole Winther	[3] [22] [23] [24] [38] [41] [63] [65] [72]
99	David P. Wipf	[70]
100	John C. Wootton	[4]
101	H. C. Wulf	[30]
102	Yongyi Yang	[51]
103	Grigori Yourganov	[87]
104	Jianhan Zhu	[71]

Colors in the list of coauthors

Last update Thu May 31 18:55:10 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page