Data Mining High Performance Computing Using Neural Networks
Author(s)
M.C.A. Costa and N.F.F. Ebecken
Abstract
Data mining high performance computing
using neural networks
M. C. A. Costa and N. F. F. Ebecken
COPPE/UFRJ, Brazil
Abstract
This work discusses the implementation of a neural network data mining
strategy in high performance computers. The presentation focuses the study
of an application including all the aspects related to the data preparation,
the neural network implementation and training. Performance assessment
of the implementation is also addressed for two different computer
architectures. Some conclusions and recommendations from this experience
were done.
1. Introduction
In the last few years the development of methods and algorithms for
Knowledge Discovery in Databases (KDD) has been growing very fast [1].
This technology involves the process of finding and interpreting patterns
from data extracted of huge and complex databases. The Data Mining phase
of this technology describes efficient and intelligent algorithms and
techniques that handle such data, analyzing
Keywords
Related Book
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