Connectionists: ICCS 2011 workshop on High-dimensional Data Visualization: CFP
John Lee
john.lee at uclouvain.be
Mon Dec 6 12:08:39 EST 2010
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Call for papers
ICCS 2011 workshop on High-dimensional Data Visualization
A workshop in conjunction with the ICCS 2011 conference,
International Conference on Computational Science,
Tsukuba (Japan), June 1-3, 2011
http://www.dice.ucl.ac.be/~verleyse/ICCS%202011
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(Apologizes for cross-postings)
Deadline for submission of papers: January 8, 2011
Short overview (see http://www.dice.ucl.ac.be/~verleyse/ICCS%202011
<http://www.dice.ucl.ac.be/%7Everleyse/ICCS%202011> for more detailed CFP):
Data visualization plays an important role in data analysis and mining,
by helping to find specificities of data (clusters, outliers,
densities,...) that in turn determine the choice for analysis tools and
algorithms. Recently, there has been an increasing scientific activity
in the development of nonlinear algorithms for visualizing data, in the
contexts of nonlinear dimensionality reduction and manifold learning.
While algorithms are now established, there is still a lack of
applicability in real-world situations, on high-dimensional data, and of
objective criteria to assess the quality of the visualization. This
workshop will concentrate on recent developments, including the
applicability to high-dimensional data, the methodology to choose
methods, and their objective evaluation.
Workshop organizers:
Michel Verleysen, Université cat. Louvain (Belgium),
michel.verleysen at uclouvain.be <mailto:michel.verleysen at uclouvain.be>
Fabrice Rossi, Télécom ParisTech (France),
fabrice.rossi at telecom-paristech.fr
<mailto:fabrice.rossi at telecom-paristech.fr>
John Lee,Université cat. Louvain (Belgium), john.lee at uclouvain.be
<mailto:john.lee at uclouvain.be>
Paper submission and format :
See http://www.dice.ucl.ac.be/~verleyse/ICCS%202011
<http://www.dice.ucl.ac.be/%7Everleyse/ICCS%202011> for detailed
instructions.
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