geomechanical characterization of volcanic rocks using empirical systems and data mining techniques

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ID: 142549
2018
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Abstract
This paper tries to characterize volcanic rocks through the development and application of an empirical geomechanical system. Geotechnical information was collected from the samples from several Atlantic Ocean islands including Madeira, Azores and Canarias archipelagos. An empirical rock classification system termed as the volcanic rock system (VRS) is developed and presented in detail. Results using the VRS are compared with those obtained using the traditional rock mass rating (RMR) system. Data mining (DM) techniques are applied to a database of volcanic rock geomechanical information from the islands. Different algorithms were developed and consequently approaches were followed for predicting rock mass classes using the VRS and RMR classification systems. Finally, some conclusions are drawn with emphasis on the fact that a better performance was achieved using attributes from VRS.
Reference Key
miranda2018journalgeomechanical Use this key to autocite in the manuscript while using SciMatic Manuscript Manager or Thesis Manager
Authors ;T. Miranda;L.R. Sousa;A.T. Gomes;J. Tinoco;C. Ferreira
Journal journal of neurotrauma
Year 2018
DOI
10.1016/j.jrmge.2017.11.003
URL
http://www.sciencedirect.com/science/article/pii/S1674775517301038
Keywords
volcanic rocks underground construction

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