Show simple item record

dc.contributor.authorAmini, H.
dc.contributor.authorGholami, Raoof
dc.contributor.authorMonjezi, M.
dc.contributor.authorTorabi, S.
dc.contributor.authorZadhesh, J.
dc.date.accessioned2017-01-30T13:13:50Z
dc.date.available2017-01-30T13:13:50Z
dc.date.created2015-12-10T04:25:59Z
dc.date.issued2012
dc.identifier.citationAmini, H. and Gholami, R. and Monjezi, M. and Torabi, S. and Zadhesh, J. 2012. Evaluation of flyrock phenomenon due to blasting operation by support vector machine. Neural Computing and Applications. 21 (8): pp. 2077-2085.
dc.identifier.urihttp://hdl.handle.net/20.500.11937/29580
dc.identifier.doi10.1007/s00521-011-0631-5
dc.description.abstract

Flyrock is an undesirable phenomenon in the blasting operation of open pit mines. Flyrock danger zone should be taken into consideration because it is the major cause of considerable damage on the nearby structures. Even with the best care and competent personnel, flyrock may not be totally avoided. There are several empirical methods for prediction of flyrock phenomenon. Low performance of these models is due to complexity of flyrock analysis. Support vector machine (SVM) is a novel machine learning technique usually considered as a robust artificial intelligence method in classification and regression tasks. The aim of this paper is to test the capability of SVM for the prediction of flyrock in the Soungun copper mine, Iran. Comparing the obtained results of SVM with that of artificial neural network (ANN), it was concluded that SVM approach is faster and more precise than ANN method in predicting the flyrock of Soungun copper mine. © 2011 Springer-Verlag London Limited.

dc.titleEvaluation of flyrock phenomenon due to blasting operation by support vector machine
dc.typeJournal Article
dcterms.source.volume21
dcterms.source.number8
dcterms.source.startPage2077
dcterms.source.endPage2085
dcterms.source.issn0941-0643
dcterms.source.titleNeural Computing and Applications
curtin.departmentCurtin Sarawak
curtin.accessStatusFulltext not available


Files in this item

FilesSizeFormatView

There are no files associated with this item.

This item appears in the following Collection(s)

Show simple item record