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Workshop on Spatial and Spatio-Temporal Data Mining - INTERNATIONAL CONFERENCE on DATA MINING 2007
[5.14.2007 | Omaha, NE, USA]
Call for Papers (http://spatial.nvc.cs.vt.edu/sstdm07)
October 28, 2007 Omaha, NE, USA
Widespread use of sensor networks and location aware devices has resulted
in large amounts of spatial and spatio-temporal datasets in a variety of
domains. The number and size of these datasets continues to increase
rapidly, making their manual processing impossible. It is therefore,
imperative that efficient and effective techniques are developed to
extract useful information from these datasets. Traditional data mining
techniques are ineffective in the spatial domain since they don��t
incorporate the special features of the spatial domain, e.g. spatial
autocorrelation. The goal of the workshop is to bring together
researchers, developers and practitioners in the field of spatial and
spatio-temporal data mining together in order to identify current research
foci, vital areas of need, and critical points of synergy. Selected
papers will appear in the GeoInformatica journal as a special issue.
TOPICS OF INTEREST
Topics of interest include but are not limited to:
o Theoretical foundations of spatial and spatio-temporal data mining
o Novel techniques for spatial and spatio-temporal data mining
o Role of uncertainty in spatial and spatio-temporal data mining
o Visualization techniques for spatial and spatio-temporal data mining results
o Languages and primitives for data mining
o Web mining techniques for spatial and spatio-temporal data
o Spatial and spatio-temporal data mining at multiple resolutions
o Scalable techniques for spatial data mining
o Applications and case studies in spatial and spatio-temporal data mining
o Data mining techniques for dynamic spatial and spatio-temporal data
o Role of spatial analysis in spatial and spatio-temporal data mining
o Data structures and indexing methods for spatio-temporal data mining
o Data mining from unstructured spatial and spatio-temporal data
PAPER SUBMISSION
This is an open call-for-papers. Only original, high-quality papers, in-line
with the ICDM��07 standard guidelines, will be considered for this workshop.
Prospective authors should submit electronically their contributions at the
following website: http://wi-lab.com/cyberchair/icdm07/scripts/ws_submit.php
IMPORTANT DATES
Submission deadline: June 22, 2007
Notification of acceptance: August 1, 2007
Camera-ready version: August 17, 2007
Workshop date: October 28, 2007
ORGANIZATION COMMITTEE
Ashok Samal
University of Nebraska, Lincoln, NE, USA, samal@cse.unl.edu
Chang-Tien Lu
Virginia Tech, Falls Church, VA, USA, ctlu@vt.edu
Shashi Shekhar
University of Minnesota, Minneapolis, MN, USA, shekhar@cs.umn.edu
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