Keynote Papers
doi:10.3850/978-981-07-0188-8_P180
Application of Data Mining in Transportation Geotechnics
António Gomes Correia1, Paulo Cortez2 and Joaquim Tinoco1
1Department of Civil Engineering/C-TAC, University of Minho, Campus de Azurém, 4800-058 Guimarães, Portugal
2Centro Algoritmi/Dep. de Sistemas de Informação, University of Minho, Campus de Azurém, 4800-058 Guimarães, Portugal
ABSTRACT
This paper presents a brief overview of Data Mining applications in transportation geotechnics, highlighting the current research directions and the discussion of some issues that need further attention in the future, mainly related with prediction capacities. Some practical applications to earthworks, compaction and pavement engineering are presented to illustrate the capacity of this numerical tool, as well as more advanced techniques illustrated through the development of a predictive model for mechanical behavior of jet grouting material.
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