Topics
The workshop will address all topics of spatial, temporal and spatio-temporal data mining, including:
- Methods for mining temporal, spatial and spatio-temporal data
- Representation issues in temporal, spatial and spatio-temporal data
- Fuzzy logic and management of uncertainty in the context of spatio-temporal data mining
- Handling autocorrelation in spatial, temporal and spatio-temporal data
- Mining time series and trend analysis
- Discovery of temporal patterns
- Visualization support to spatio-temporal data mining methods
- Synergy of visual and computational approaches
- Empirical studies of performance, other scalability issues
- Database architectures for spatio-temporal data mining
- Time-aware queries
- Parallel and distributed sequence mining
- Integration of data mining in GIS
- Mining spatio-temporal patterns from unstructured documents
- Applications in various domains, including finance and commerce, telecommunications,
environment, Earth observation and monitoring, urban planning, web/road traffic,
bioinformatics (protein folding, genomics), etc.
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