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Reference List for Machine Learning and its Applications in Geotechnical Engineering - PART II: MACHINE LEARNING ALGORITHMS

1  Supervised learning 1.1 Decision tree learning [1] Breiman, Leo, Friedman, J. H., Olshen, R. A. and Stone, C. J. (1984). Classification and regression trees. Monterey, CA: Wadsworth and Brooks/Cole Advanced Books and Software. (Google citation: 37373) [2] Dattatreya, G ...

Reference List for Machine Learning and its Applications in Geotechnical Engineering - PART I: NEED TO KNOW KNOWLEDGE

1 Probability Theory [1] Jeffreys, H. (1983). Theory of Probability. Oxford University Press, Oxford, New York. [2] Sivia, D.S., and Skilling, J. (2006). Data Analysis: A Bayesian Tutorial. Oxford University Press, New York. [3] Ang, A.H.-S., and Tang, W.H. (2007). Probability ...

Geotechnical Engineering Education “Time Capsule” Report

The contribution of TC306 to the Time Capsule Project has been uploaded under the tab "Reports" of the TC306 webpage. The contents of the TC306 Time Capsule Report were discussed at the committee meeting of April 2021 and the country-specific contributions were provided ...

Rocscience - Course: 2D & 3D Slope Stability Analysis

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Description: On popular demand, we are bringing the in-person course on 2D and 3D Slope Stability Analysis to our users in Europe! Join us in Madrid, Spain for the course on May 30-31, 2022. Seats are limited. link for the registration: https://www.rocscience.com/eve ...

4th International Conference on Information Technology in Geo-Engineering (04 - 05 Aug 2022)

Invitation for Papers: The 4th ICITG aims to address the latest developments in applications of information technologies and artificial intelligence to geo-engineering. Topics of the conference cover any topics related to the applications of information technologies in geotech ...

South African Geotechnical Division Time Capsule goes live

South African Geotechnical Division Time Capsule goes live The South African Geotechnical Division is directly affiliated with the South African Institution of Civil Engineering (SAICE) and its main objective is to provide members with the latest developments in Geotechnical E ...

8th International Course on Geotechnical and Structural Monitoring (14-18 June2022)

Launched in 2014 by NHAZCA S.r.l., ICGSM is an important international professional training event on the role of monitoring activities in geotechnical and structural engineering. The first seven editions were attended by more than 600 experts, scholars and professional ...

International Workshop on Landslides Susceptibility and Adaptability in South East Asia: Theory to Practice

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Given the role of unsaturated soil mechanics in the topic of the International workshop on Landslides Susceptibility and Adaptability in South-East Asia: Theory to Practice, we are pleased to consider attending this workshop, which is scheduled from 29-30 March 202 ...

ISSMGE Webinar Announcement: ISSMGE'S INNOVATION ACTIVITIES AND UNIQUE RESOURCES FOR GEOTECHNICAL ENGINEERS

Over the last few years, the Innovation and Development Committee (IDC) of ISSMGE, in collaboration with the Board, member societies and committees within ISSMGE, has been developing various resources and tools that can be of practical value to the geotechnical engineer of practi ...

Rocscience Webinar - Analysis and Design of Tailings Dams using Numerical Methods

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Description: This free webinar brought to you by Rocscience will demonstrate how to Analyze and Design Tailings Dams using Numerical Methods. Link for the registration: https://www.rocscience.com/events/seminar-webinar-analysis-and-design-of-tailings-dams-using-numer ...


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