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Sensitivity analysis and estimation of improved unsaturated soil plasticity index using SVM, M5P, and random forest regression

  • Published:2023 Issue: Volume: Page:243-255
  • ISSN:
  • Container-title:Artificial Intelligence and Machine Learning in Smart City Planning
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Author:

Gnananandarao Tammineni,Onyelowe Kennedy C.,Dutta Rakesh Kumar,Ebid Ahmed M.

Publisher

Elsevier

Reference43 articles.

1. Lime pile techniques for the improvement of clay soils;Abiodun;Can. Geotech. J.,2015

2. Lime pile technique for the improvement of properties of clay soil;Ashok;Int. J. Sci. Res.,2016

3. Swell behavior of expansive soils with stabilized fly ash columns;Darikandeh,2016

4. Lime stabilization of soil: a physico-chemical and micro-mechanistic perspective;Jha;Indian Geotech. J.,2019

5. Soil stabilization using plastics and gypsum;Karthick;Int. J. Res. Eng. Sci. Manage.,2019

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1. Predicting pile-bearing capacity utilizing least square support vector regression coupled with giant trevally optimizer and the flying foxes optimization;Multiscale and Multidisciplinary Modeling, Experiments and Design;2024-05-03

2. The implementation of a multi-layer perceptron model using meta-heuristic algorithms for predicting undrained shear strength;Multiscale and Multidisciplinary Modeling, Experiments and Design;2024-04-23

3. Prediction of pile settlement using hybrid support vector regressor;Multiscale and Multidisciplinary Modeling, Experiments and Design;2023-12-26
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