A novel approach for classification of soils based on laboratory tests using Adaboost, Tree and ANN modeling

Various intelligent models have been tuned to classify soil types. The results showed that the performance of the Adaboost model works better for soil type detection. This new approach of determining soil type reduces project costs and increases speed of designs. [Display omitted] •We implemented a...

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Veröffentlicht in:	Transportation Geotechnics 2021-03, Vol.27, p.100508, Article 100508
Hauptverfasser:	Pham, Binh Thai, Nguyen, Manh Duc, Nguyen-Thoi, Trung, Ho, Lanh Si, Koopialipoor, Mohammadreza, Kim Quoc, Nguyen, Armaghani, Danial Jahed, Le, Hiep Van
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaboost Engineering Engineering, Civil Engineering, Geological Science & Technology Soil classification Soil type Technology Tree model
Online-Zugang:	Volltext
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