Prediction of the mechanical behavior of the Oporto granite using data mining techniques

The determination of mechanical properties of granitic rocks has a great importance to solve many engineering problems. Tunnelling, mining and excavations are some examples of these problems. The purpose of this paper is to apply Data Mining (DM) techniques such as multiple regressions (MR), artific...

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Bibliographic Details
Main Author: Martins, Francisco F. (author)
Other Authors: Begonha, Arlindo (author), Braga, M. A. Sequeira (author)
Format: article
Language:eng
Published: 2012
Subjects:
Granite
Weathering
Mechanical properties
DM techniques
Artificial neural networks
Support vector machines
Science & Technology
Online Access:http://hdl.handle.net/1822/20081
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/20081

Internet

http://hdl.handle.net/1822/20081

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