Index of /kkluoto/publications

[ICO]NameLast modifiedSizeDescription
[DIR]Parent Directory  -
[TXT]README.html18-Aug-2000 18:56 3.6K
[ ]ait99bank.pdf05-May-2000 17:27 37K
[ ]ait99bank.ps09-Dec-1999 18:50 242K
[ ]ait99ica.pdf05-May-2000 17:27 1.0M
[ ]ait99ica.ps09-Dec-1999 18:49 2.1M
[ ]compfin97.pdf05-May-2000 17:27 298K
[ ]compfin97.ps30-Jun-1998 15:53 210K
[ ]dimetyo.ps.gz05-May-2000 17:18 118K
[ ]ica2000.pdf05-Jul-2000 11:44 1.1M
[ ]ica2000.ps05-Jul-2000 11:43 2.2M
[ ]icnn96.pdf05-May-2000 17:28 145K
[ ]icnn96.ps.gz20-Feb-1996 13:48 55K
[ ]icnn96_techrep.ps.gz18-Dec-1995 15:25 64K
[ ]icnn96fig.pdf05-May-2000 17:30 2.0M
[ ]icnn96fig.ps.gz26-Feb-1996 17:03 1.7M
[ ]iconip98ica.pdf05-May-2000 17:28 144K
[ ]iconip98ica.ps18-Mar-1999 10:59 192K
[ ]iizuka98.pdf05-May-2000 17:28 345K
[ ]iizuka98.ps18-Mar-1999 10:58 1.7M
[ ]ijcnn98bankr.pdf05-May-2000 17:29 1.5M
[ ]ijcnn98bankr.ps05-May-2000 17:07 846K
[ ]ijcnn98softmax.pdf05-May-2000 17:26 442K
[ ]ijcnn98softmax.ps06-Mar-1998 19:35 402K
[ ]ijcnn99.pdf05-Jul-2000 16:20 273K
[ ]ijcnn99.ps05-Jul-2000 16:20 269K
[ ]mastersthesis.ps.gz30-Jun-1998 15:52 223K
[ ]neurocomp98bankr.pdf05-May-2000 17:21 343K
[ ]neurocomp98bankr.ps.gz30-Jun-1998 15:50 100K
[ ]nips97.pdf05-May-2000 17:25 412K
[ ]nips97.ps19-Jan-1998 14:54 336K
[DIR]publ_kivil_00e/05-May-2000 17:59 -
[ ]wsom97.pdf05-May-2000 17:21 227K
[ ]wsom97.ps19-Jan-1998 14:55 239K
Publications by Kimmo Kiviluoto


Kiviluoto, K.
Topology Preservation in Self-Organizing Maps.
Espoo: 1995. 8 s. (Helsinki University of Technology, Laboratory of Computer and Information Science Report A29).

Kiviluoto, K.
Topology Preservation in Self-Organizing Maps.
International Conference on Neural Networks (ICNN'96), Washington, D.C., USA, June 3-6, 1996. 294-299.

Kiviluoto, K. & Bergius, P.
Analyzing Financial Statements with the Self-Organizing Map.
Workshop on Self-Organizing Maps (WSOM'97), Espoo, Finland, June 4-6, 1997. s. 362-367.

Kiviluoto, K. & Oja, E.
S-Map: A Network with a Simple Self-Organization Algorithm for Generative Topographic Mappings.
NIPS'97, Denver, Colorado, USA, December 2-4, 1997. Cambridge, MA 1998, The MIT Press, pp. 549-555.

Kiviluoto, K. & Oja, E.
Softmax-Network and S-Map - Models for Density-Generating Topographic Mappings.
International Joint Conference on Neural Networks (IJCNN'98), Anchorage, Alaska, May 4-9, 1998. pp. 2268-2272.

Kiviluoto, K. & Oja, E.
Independent Component Analysis for Parallel Financial Time Series.
International Conference on Neural Information Processing (ICONIP'98), Kitakyushu, Japan, October 21-23, 1998. pp. 895-898.

Kiviluoto, K.
Comparing 2D and 3D Self-Organizing Maps in Financial Data Visualization.
International Conference on Soft Computing and Information / Intelligent Systems (IIZUKA'98), Iizuka, Japan, October 16-20, 1998. pp. 68-71.

Kiviluoto, K.
Predicting Bankruptcies with the Self-Organizing Map.
Neurocomputing, 1998. Vol. 21, pp. 191-201.

Kiviluoto, K. & Bergius, P.
Two-Level Self-Organizing Maps for Analysis of Financial Statements.
International Joint Conference on Neural Networks (IJCNN'98), Anchorage, Alaska, May 4-9, 1998. pp. 189-192.

Kiviluoto, K. & Bergius, P.
Exploring Corporate Bankruptcy with Two-Level Self-Organizing Maps.
Fifth International Conference on Computational Finance, London, December 15-17, 1997. Boston 1998, Kluwer Academic Publishers, pp. 373-380.

Kiviluoto, K. & Bergius, P.
Maps for Analyzing Failures of Small and Medium-sized Enterprises.
In: Deboeck, G. & Kohonen, T. (eds.), Visual Expolorations in Finance with Self-Organizing Maps. London 1998, Springer, pp. 59-71.

Alhoniemi, E., Himberg, J., Kiviluoto, K., Parviainen, J. & Vesanto, J.
SOM Toolbox for Matlab.
Tietokoneohjelma. 1997.
Elektroninen julkaisu   http://www.cis.hut.fi/projects/somtoolbox/ 

Vesanto, J., Alhoniemi, E., Himberg, J., Kiviluoto, K. & Parviainen, J.
Self-Organizing Map for Data Mining in MATLAB: The SOM Toolbox.
Simulation News Europe, 1999. Nro 25, p. 54.

Oja, E. and Kiviluoto, K.
Data Analysis, Visualization, and Hidden Factor Discovery by Unsupervised Learning.
International Joint Conference on Neural Networks (IJCNN'99), Washington, D.C., USA, July 10-16, 1999.
Elektroninen julkaisu   (CD-ROM)