An extended ID3 decision tree algorithm for spatial data

• Main Authors: Sitanggang, Imas Sukaesih, Yaakob, Razali, Mustapha, Norwati, Nuruddin, Ahmad Ainuddin
• Format: Conference or Workshop Item
• Language: English
• Published: IEEE 2011
• Online Access: http://psasir.upm.edu.my/id/eprint/47782/1/An%20extended%20ID3%20decision%20tree%20algorithm%20for%20spatial%20data.pdf; http://psasir.upm.edu.my/id/eprint/47782/

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 also neighbours of the objects in order to extract useful and interesting patterns....