Software
WEKA for Moving Object Data Analysis and Mining (Weka-STPM)
This is an extended
version of Weka to support automatic trajectory data
preprocessing to add semantic information to raw trajectory data for
analysis and mining. This version implements the method IB-SMOT (ACMGIS
2007) and the method CB-SMOT (ACMSAC 2008).
Download Weka-STPM (Weka with the module Weka_STPM).
Here is the source
code.
For more information read:
· Weka-STPM: from trajectory samples to semantic
trajectories. In: Workshop de Software Livre
(WSL 2010), Porto Alegre, Brazil,
July 22-23, (2010).
· A framework for Trajectory Preprocessing for Data
Mining. In: Proc. of the 21st International Symposium on
Software Engineering and Knowledge Engineering, (SEKE'09), Boston, 1-3 July 2009.
WEKA for Geographic Data (Weka-GDPM)
Download Weka-GDPM (Weka
with the module Weka_GDPM)
This is an extended version of Weka
to support automatic geographic data preprocessing for spatial data mining.
**NEW** Now supporting **PostgreSQL/PostGIS
** and ** Oracle** .
Installation: download and unzip Weka-3-4.zip. To execute:
double-click on RunWeka.bat.
For more information read:
· Weka-GDPM: Integrating Classical Data Mining
Toolkit to Geographic Information Systems. In: SBBD Workshop on
Data Mining Algorithms and Aplications(WAAMD'06), Florianopolis,
Brazil,
October 16-20, (2006). pp.9-16.
· Extending
the Weka Data Mining Toolkit to support
Geographic Data Preprocessing. Instituto
de Informatica - UFRGS, Porto Alegre, Technical Report – RP-354
(2006). 26p.
