L. Nonboe Andersen, W. Au, J. Larsen and L.K. Hansen
Sonar Discrimination of Cylinders From Different Angles using Neural Networks
to appear in
Proceedings of ICASSP'99,
Phoenix, Arizona, March 15-19, 1999
Keywords: Sonar, pattern recognition, neural networks
[abstract]
[paper (ps.gz)]
J. Larsen and C. Goutte
On Optimal Data Split for Generalization Estimation and Model
Selection
in Y.H. Hu, J. Larsen, E. Wilson, S. Douglas (eds.)
Proceedings of the IEEE Workshop
on Neural Networks for Signal Processing IX, Piscataway,
New Jersey: IEEE, pp. 225-234, 1999.
Keywords: Data split, Cross-validation, Generalization
[
abstract]
[paper (ps.gz)]
T.L. Fog, L.K. Hansen, J. Larsen, H.S. Hansen, L.B. Madsen, P. Sørensen, E.R. Hansen and P.S. Pedersen
On Condition Monitoring of Exhaust Valves in Marine Diesel Engines
in Y.H. Hu, J. Larsen, E. Wilson, S. Douglas (eds.)
Proceedings of the IEEE Workshop
on Neural Networks for Signal Processing IX, Piscataway,
New Jersey: IEEE, pp. 225-234, 1999.
Keywords: Data split, Cross-validation, Generalization
[paper (ps.gz)]
C. Goutte and J. Larsen
Adaptive metric kernel regression
in special issue of
The Journal of VLSI Signal Processing, 2000
Keywords: Kernel regression, Cross-validation, Adaotive smoothing
[
abstract]
[paper (ps.gz)]
L.N. Andersen, W. Au, J. Larsen and L.K. Hansen
Discrimination of Cylinders with Different Wall Thicknesses using Neural Networks and Simulated Dolphin Sonar Signals
in Y.H. Hu, J. Larsen, E. Wilson, S. Douglas (eds.)
Proceedings of the IEEE Workshop
on Neural Networks for Signal Processing IX, Piscataway,
New Jersey: IEEE, pp. 477-486, 1999.
Keywords: Sonar, pattern recognition, neural networks
[abstract]
[paper (ps.gz)]
Lars Kai Hansen, Sigurdur Sigurdsson, Thomas Kolenda,
Finn Årup Nielsen, Ulrik Kjems and Jan Larsen
Modeling Text with Generalizable Gaussian Mixtures
submitted 1999
Keywords: Textmining, gaussian mixture, novelty detection
[abstract]
[paper (ps.gz)]
Thomas Kolenda and Lars Kai Hansen
Independent Components in Text
submitted 1999
Keywords: Textmining, Idependent Component Analysis
[abstract]
[paper (ps.gz)]
Finn Årup Nielsen and Lars Kai Hansen
Modeling of BrainMap Data
submitted 1999
Keywords: Brain map, meta analysis, Gaussian mixture
[abstract]
[paper (ps.gz)]
Lars Kai Hansen
Bayesian Averaging is Well-Temperated
accepted for NIPS*99,
Denver, November 29 - December 4, 1999
Keywords: Bayseian modeling, generalization
[abstract]
[paper (ps.gz)]
Pedro A. d. F. R. Højen-Sørensen, Lars K.
Hansen and Carl Edward Rasmussen
Bayesian Modelling of fMRI Time Series
accepted for NIPS*99,
Denver, November 29 - December 4, 1999
Keywords: Bayseian modeling, fMRI, brain scan analysis
[abstract]
[paper (ps.gz)]
Carl Edward Rasmussen
The Infinite Gaussian Mixture Model
accepted for NIPS*99,
Denver, November 29 - December 4, 1999
Keywords: Density estimation, infininte Gaussian mixture, Bayseian mixtures, Dirichelt Process, MCMC
[abstract]
[paper (ps.gz)]
L.K. Hansen, F.Å. Nielsen, P. Toft, M.G. Liptrot,
C. Goutte, S.C. Strother, N. Lange, A. Gade, D.A. Rottenberg, O.B. Paulson
"Lyngby" - a Modeler's Matlab Toolbox for Spatio-Temporal Analysis of Function
al Neuroimages
accepted for 5th International Conference on
Functional Mapping of the Human Brain, Düsseldorf, Germany,
June, 22- 26, 1999
Keywords: Functional brain mapping, matlab toolbox, fMRI
[abstract (ps.gz)]
F.Å. Nielsen, C. Goutte, L.K. Hansen
Artificial Neural Network Model for fMRI Timeseries and a Framework for Comparis
on of Convolution Models
accepted for 5th International Conference on
Functional Mapping of the Human Brain, Düsseldorf, Germany,
June, 22- 26, 1999
Keywords: neural network, convolution models, Functional brain mapping, fMRI
[abstract (ps.gz)]
C. Goutte and E. Rostrup
Assessing fMRI activation using maximum convoluted correlation
in B. Rosen, R. Seitz and J. Volkman (eds) Proceedings of the 5th
International Conference on Functional Mapping of the Human Brain,
Düsseldorf, Germany, June, 22- 26, 1999.
Appears in NeuroImage, 9(6), part 2:S19, 1999.
Keywords: fMRI, convolution, unbiased p-value
[abstract
(ps.gz), poster
(ps.gz)]
Cyril Goutte, Lars Kai Hansen, Matthew G. Liptrot,
Egill Rostrup
Feature Space Clustering for fMRI Meta-analysis
submitted to Academic Press for possible publication
Technical report IMM-REP-1999-13, 1999.
Keywords: fMRI, clustering, meta-analysis
[abstract,
poster
(ps.gz)]