Index of /kkluoto/publications
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)