Implementation and Research of a Distributed Classification Architecture Based on SLIQ
Heng Wang · Microcomputer Information · 2008
Aiming at masses of medical image data is stored in the excessively complicated and distributed environment. This paper proposed and realized the architecture of distributed medial image classification based on SLIQ. The architecture includes:express layer, disposal layer and mining layer. In them, the distributed coordinator is the core in the disposal layer. The distributed Medical Image Classification architecture of data mining was established by analyzing mining theory merit shortcoming of former algorithms. The classification algorithm was realized by the decision tree algorithm SLIQ in mining layer. The experiments show that the method is effective and feasible.