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An Extended ID3 Decision Tree Algorithm for Spatial Data
(Institute of Electrical and Electronics Engineers, Inc., 2011)
Utilizing data mining tasks such as classification on spatial data is more complex than those on non-spatial data. It is because spatial data mining algorithms have to consider not only objects of interest itself but ...
Modeling Forest Fires Risk using Spatial Decision Tree
(Universiti Kebangsaan Malaysia, 2011)
Forest fires have long been annual events in many parts of Sumatra Indonesia during the dry season. Riau Province is one of the regions in Sumatra where forest fires seriously occur every year mostly because of human ...
A Spatial Decision Tree based on Topological Relationships for Classifying Hotspot Occurences in Bengkalis Riau Indonesia
(Faculty of Computer Science Universitas lndonesia, 2014)
Forest fires in Riau province Indonesia, are frequently occurred every year especially in dry seasons. Hotspot is an indicator for forest fire events. Hotspots monitoring is an activity to prevent forest fires. Hotspot ...