Symposium on Advances in Interactive and Visual Data Clustering |
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Visual and interactive approaches have been
developed for data clustering since several decades now with the aim of
improving the discovery of clusters in unlabelled data. With the new
challenges that result from the accumulation of large and complex datasets,
efficient visual data clustering requires the study and implementation of new
and advanced methods. The aim of this symposium is to let researchers make a
state of the art, discuss their ideas, present recent advances and results
within the context of data clustering and visualizations or interactive
methods. The scope of the symposium will cover all aspects of
visual and interactive data clustering. This includes many different issues
like: ¾ How can the domain
expert create clusters from an interactive visualization of large and/or ¾ complex data? ¾ How can standard
clustering algorithms be combined and improved with visualizations and ¾ interactions? ¾ What methods may
efficiently reorganize a visual structure in order to let clusters appear? ¾ What are the recent
and successful applications of visual data clustering? Topics covered, but not limited to, include: ·
Visualization of clusters: maps, dendrograms, trees, matrices, 1D/2D/3D/nD ... ·
Clustering algorithm that produce
visual results: Self-Organizing Maps, hierarchical agglomerative clustering, biomimetic algorithms, proximity graphs ·
Cooperation between clustering and
visualization algorithms ·
Reorganization of visualizations,
rearrangement clustering, matrix or tree reordering ·
Interactive discovery of clusters,
other interactions with clusters in visualization ·
Visual analytics and data
clustering ·
Handling large and complex data:
Bioinformatics, Social networks, attributes-values, sequences, trees, graphs ·
Parallel implementation of visual
clustering approaches ·
User and case studies Submission procedures: www.graphicslink.co.uk/IV2012/PAPERS.htm
Further information: www.graphicslink.co.uk/IV2012/ |
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www.graphicslink.co.uk/IV2012/AIVDAC.htm |
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All enquiries
concerning Advances in Interactive and Visual Data
Clustering should be addressed to symposium chairs: Dr. Hanane Azzag, University of
Paris 13, France hanane.azzag@lipn.univ-paris13.fr Dr.
Mustapha Lebbah, University of Paris 13, France Mustapha.lebbah@lipn.univ-paris13.fr Prof. Gilles Venturini, University Francois Rabelais of
Tours, France venturini@univ-tours.fr |
All other
enquiries and submissions should be addressed to: |
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