S. Sigurdsson, J. Larsen, L.K. Hansen,
P.A. Philipsen and H.C. Wulf
Outlier estimation and detection: Application to Skin Lesion Classification
submitted for ICASSP'2002, Orlanda, Floridsa, USA, May 13-17, 2002.
Keywords: Outliers, Baysian evidence, MLII, neural network classifier, raman spectroscopy, skin lesion
[abstract]
[paper (pdf)]
T. Kolenda, L.K. Hansen and J. Larsen
Signal Detection using ICA: Application to Chat Room Topic Spotting
accepted for ICA'2001, San Diego, USA, December 9-13, 2001.
Keywords: ica, BIC, component detection, chat room analysis, topic spotting
[abstract]
[paper (pdf)]
J. Larsen, A. Szymkowiak and L.K. Hansen
Probabilistic Hierarchical Clustering with Labeled and Unlabeled Data
invited submission for International Journal of Knowledge-Based Intelligent Engineering
Systems
Keywords: datamining, hierarchical clustering, supervised unsupervised learning, labeled unlabeled data
[abstract]
[paper (pdf)]
P. Kidmose
Independent Component Analysis using the Spectral Measure for
Alpha-Stable Distribtions
in Proceedings of NSIP2001, Baltimore, USA, June 2001.
Keywords: Independent Component Analysis, Alpha-Stable
Distributions, Spectral Measure, Blind Identification, Over-complete
Representation
[abstract]
[paper (pdf)]
Mads Hintz-Madsen, Lars Kai Hansen, Jan Larsen and K.T. Drzewiecki
A Probabilistic Neural Network Framework for Detection of Malignant Melanoma
in R.N.G. Naguib and G.V. Sherbet (eds.)
Artificial Neural Networks in Cancer Diagnosis, Prognosis and Patient
Management, CRC Press, ISBN 0-8493-9692-1, Chap. 13, pp. 141-183, 2001.
Keywords: Neural networks, skin lesions, malignant melanoma, image processing
[abstract]
Brian Karlsen, Jan Larsen, Helge B.D. Sørensen and Kaj B. Jakobsen
Comparison of PCA and ICA based Clutter Reduction in GPR Systems for Anti-Personal Landmine Detection
accepted for 11th IEEE Workshop on Statistical Signal Processing,
Singapore, Aug. 6-8, 2001.
Keywords: GPR, independent components analysis
[abstract]
[paper (pdf)]
[paper (ps)]
Anna Szymkowiak, Jan Larsen and Lars Kai Hansen
Hierarchical Clustering for Datamining
accepted for special session on neural networks and datamining at
KES-2001 Fifth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies
Keywords: Hierarchical, probabilistic clustering, textmining,
[abstract]
[paper (pdf)]
Anna Szymkowiak, Peter A. Philipsen, Jan Larsen, Lars Kai Hansen, Elisabeth Thieden and Hans Chr. Wulf:
Imputating Missing Values in Diary Records of Sun-exposure Study
accepted for IEEE Workshop on Neural Networks for Signal Processing XI
Keywords: Imputation, missing values, sun-exposure
[abstract]
[paper (pdf)]
Lars Kai Hansen, Jan Larsen and Thomas Kolenda
Blind detection of independent dynamic components
in Proceedings of ICASSP'2001, Salt Lake City, USA, SAM-P8.10, Vol. 5, May 2001.
Keywords: Blind Source Separation (BSS), Dynamic Components,
Independent Component Analysis (ICA), BIC detection
[abstract]
[paper (pdf)]
J. Larsen, L.K. Hansen, A. Szymkowiak, T. Christiansen and T. Kolenda
Webmining: Learning from the World Wide Web
to appears in special issue of Computational Statistics and Data Analysis, 2001.
Keywords: webmining, textmining, hierarchical clustering, unsupervised learning
[abstract]
[paper (pdf)]
J. Larsen and L.K. Hansen
Comments for:
Rivals, I., & Personnaz L. (2000). Construction of confidence intervals for neural networks based on least squares estimation,
Neural Networks, 13, 463--484
accepted for Neural Networks, 2001.
Keywords: confidence intervals, approximate leave-one-out cross-validation
B. Karlsen, K.B. Jackobsen, J. Larsen and H.B.D. Sørensen
Mine Detection using SF-GPR: A Signal Processing Approach for Resolution Enhancement and Clutter Reduction
in Proceedings of AeroSense 2001, Vol. 4394-94, Orlando FL, April 2001.
Keywords: GPR, deembedding, principal component analysis, humanitarian mine detection
[paper (pdf)]
J. Hørlyck, J. Larsen, L.K. Hansen, and T. Christiansen
Are All E-comstumers Alike?
1st Nordic Workshop on Electronic Commerce,
Halmstad, May 28-29, 2001.
[paper (pdf)]