WSOM'01-Workshop on Self-Organizing Maps 2001
13-15 June, Lincoln, UK
Call for Participation
Dear Colleague,
You are cordially invited to join this prestigious international
event. These workshops are highly selective and dedicated and have
proved themselves to be the premier event for the Self-Organizing
Neural Networks communities to present their recent findings and
to meet in an intellectually stimulating, productive and friendly
environment.
This year's workshop features 38 presentations from 15 countries,
including a honorary lecture by Teuvo Kohonen and three keynote
talks by international experts: Marc van Hulle, Lei Xu, and Samuel
Kaski. Technical sessions will be held on Theory and Extension,
Data Mining and Visualization, Financial Analysis, Document and
Internet Analysis, Vector Quantization, Pattern Recognition,
Hardware, Condition Monitoring, and Signal Processing.
The programme and registration information is available on the
conference Web site at http://wsom01.ee.umist.ac.uk.
A copy of the programme in plain text is attached for your
information.
We look forward to seeing you in Lincoln.
Best regards
WSOM'01 Organising Committee
http://wsom01.ee.umist.ac.uk
wsom@umist.ac.uk
WSOM 2001 Programme
==================================
------------------
Wednesday, 13 June
------------------
08:30-18:00 Registration Desk open
12:30-14:00 Lunch
14:00-14:15 Welcome by Vice Chancellor of ULH and WSOM'01 Chairman
14:15-14:55 Invited Talk: SOM-based exploratory analysis
of gene expression data,
S. Kaski
Session WA1: Theory and Extension 1
15:00-15:25 A statistical tool to assess the reliability of
self-organising maps,
M. Cottrell, E. De Bodt, M. Verleysen
15:25-15:50 Recursive self-organising maps,
T. Voegtlin, P. F. Dominey
Session WB1: Pattern Recognition
15:00-15:25 A supervised self-organising map for structured data,
M. Hagenbuchner, A. C. Tsoi, A. Sperduti
15:25-15:50 SHAPESOM,
P. N. Suganthan
15:50-16:15 Coffee/Tea Break
Session WA2: Vector Quantisation 1
16:20-16:45 VQ-based clustering algorithm of piecewise-
dependant-data,
I. Lapidot(Voitovetsky), H. Guterman
16:45-17:10 Adaptive subspace encoders using stochastic
vector quantisers,
S. P. Luttrell
Session WB2: Document Analysis
16:20-16:45 Integrating contextual information into text
document clustering with self-organising maps,
D. Pullwitt, R. Der
16:45-17:10 Recent advances with the growing hierarchical
self-organising Map,
M. Dittenbach, A. Rauber, D. Merkl
18:10-20:00 Social Events
-----------------
Thursday, 14 June
-----------------
08:30-14:00 Registration Desk open
09:00-09:40 Invited Talk: An overview on unsupervised learning
from data mining perspective,
L. Xu
Session TA1: Theory and Extension 2
09:45-10:10 Recursive learning rules for SOMs,
J. A. Lee, N. Donckers, M. Verleysen
10:10-10:35 A topography-preserving latent variable model with
learning metrics,
S. Kaski, J. Sinkkonen
10:35-11:00 A SOM association network,
T. Yamakawa, K. Horio, R. Kubota
Session TB1: Data Mining and Visualisation
09:45-10:10 An approach to automated interpretation of SOM,
M. Siponen, J. Vesanto, O. Simula, P. Vasara
10:10-10:35 Exploring power transformer database using self-
organising maps (SOM) and minimal spanning tree (MST),
K. Obu-Cann, K. Fujimura, H. Tokutaka, M. Ohkita,
M. Inui, S. Yamada
10:35-11:00 Visualisation induced SOM (ViSOM),
H. Yin
11:00-11:20 Coffee/Tea Break
Session TA2: Financial and Social Analysis
11:25-11:50 Analysing health inequalities using SOM,
Z. R. Yang
11:50-12:15 Exploring financial crises data with self-
organising maps (SOM),
I. Arciniegas, B. Daniel, M. J. Embrechts
Session TB2: Temporal Signal Processing
11:25-11:50 Dynamic vector quantisation of speech,
S. Garani, J. C. Principe
11:50-12:15 An essay in classifying self-organising maps
for temporal sequence processing,
G. Guimaraes, F. Moura-Pires
12:30-14:00 Lunch
14:00-14:45 Special Guest Lecture: The SOM for large amounts of
symbolic data,
T. Kohonen
Session TA3: Hardware
14:50-15:15 Multi-dimensional self-organising maps on massively
parallel hardware,
U. Seiffert, B. Michaelis
15:15-15:40 A design method of DNA chips using self-
organising map,
H. Douzono, S. Hara, Y. Noguchi
Session TB3: Internet Analysis
14:50-15:15 Self-organising Internet semantic network,
S. Shumsky
15:15-15:40 Self-organising maps of web link information,
S. Laakso, J. Laaksonen, M. Koskela, E. Oja
15:50-16:15 Coffee/Tea Break
Session TA4: Classification and Clustering
16:20-16:45 Induced Voronoi kernels for principal manifolds
approximation,
M. Aupetit, P. Couturier, P. Massotte
16:45-17:10 A new interpolation algorithm employing a self-
organising map,
T. Yamakawa, K. Horio, Y. Oosako, T. Miki
Session TB4: Physiological Analysis
16:20-16:45 Human gait analysis using SOM,
H. M. Lakany
16:45-17:10 An investigation into catastrophic interference
on a SOM network,
A. Indrayanto, N. M. Allinson
19:30-22:00 Banquet
---------------
Friday, 15 June
---------------
09:15-09:55 Invited Talk: Towards an information-theoretic
approach to kernel-based topographic map formation,
M. M. Van Hulle
Session FA1: Vector Quantisation 2
10:00-10:25 Estimating relevant input dimensions for
self-organising algorithms,
B. Hammer, T. Villmann
10:25-10:50 Vector quantisation with ?-observable
neighbours,
M. Aupetit, P. Couturier, P. Massotte
Session FB1: Condition Monitoring
10:00-10:25 Signal-based feature extraction and SOM based
dimension reduction in a vibration monitoring
microsystem,
I. Jossa, U. Marschner, W.-J. Fischer
10:25-10:50 Self-organising maps for condition assessment
of paper insulated cables,
J. M. Rodriguez Arroyo, A. J. Beddoes, N. M. Allinson
10:50-11:15 Coffee/Tea Break
Session FA2: Optimisation
11:20-11:45 Optimisation of electronic parts mounting
machines using SOM-TSP method with 5 dimensional data,
K. Fujimura, S.-I. Fujiwaki, O.-C. Kwaw, H. Tokutaka
11:45-12:10 Evaluating SOM-based models in text
classification tasks for the Greek language,
G. Tambouratzis, N. Hairetakis, S. Markantonatou,
G. Carayannis
Session FB2: Image Processing
11:20-11:45 A new method of Hough transform by using SOM
with input vector transformation,
T. Yamakawa, K. Horio, S. Izumi, T. Miki
11:45-12:10 Nonlinear blind source separation using SOMs
and applications to image denoising,
M. Haritopoulos, H. Yin, N. M. Allinson
12:15-14:00 Lunch
Workshop adjourns.
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