STDM 2012 - The International Special Session on Spatio-Temporal Data Mining: Theory and Applications

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Category Vibration Engineering;Structural Engineering;Building materials;Measurement

Deadline: December 12, 2011 | Date: June 09, 2012

Venue/Country: Dalian, China

Updated: 2012-01-02 20:36:29 (GMT+9)

Call For Papers - CFP

[Session Chairs]: Tomasz F. Stepinski (stepintzuc.edu), Dan Simovici (dsimcs.umb.edu), Wei Ding (dingcs.umb.edu)

[Scope]: Spatio-temporal data is explicitly or implicitly utilized in many application areas such as: remote-sensing images, environment and climate analysis, traffic and trajectories analysis, etc. Potentially valuable patterns and information are hidden in spatio-temporal data sets. Especially designed data mining methods and algorithms are needed to discover knowledge in spatio-temporal data sets. The goal of IEA/AIE 2012 is to connect recent advances in research with the real world industrial/government application. The proposed special session is meant to attract participants interested in research topics and real world application in which spatial and temporal consideration are paramount.

Topics:

Advances in analysis of spatio-temporal data.

Data mining theory, techniques and tools for spatio-temporal patterns.

Specific techniques and algorithms for dealing with time series data and streaming data.

Applications and case studies for geocoded data.

Association rules and pattern mining for spatio-temporal data.

Trajectory analysis for moving objects.

Topics are not restricted to the above list and additional research issues related to spatio-temporal data mining are also welcomed.