Titlebook: Geo-Sustainnovation for Resilient Society; Select Proceedings o Hemanta Hazarika,Stuart Kenneth Haigh,Suman Manand Conference proceedings 2

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A Stratigraphic Classification Estimation Method by the D-Layer Neural Networksthe distance has been indicated as Distance Correlation Layer NN method (DLNN) and Simple Layer NN method (SLNN), respectively. In DLNN, the dependence on the distance expresses by Inverse Distance Weighting (IDW) method. Applicability and performance of ONN, SLNN, and DLNN in 3 cross sections in Fu

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Development of Real-Time Measuring System of Tip Position with Deep Mixing Methodsposition information acquired by the operator and related staffs through wireless communication without affecting the rod connection as well as disassemble work. In the actual construction depth of 43.7 m deep, the amount of eccentricity at the time of construction relative to the design position wa

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Landslide Risk Prediction and Regional Dependence Evaluation Based on Disaster History Using Machinesatility by applying them to the other regions. In machine learning, KNN, DT and MLP (ANN) models outperformed LR and RF models. In deep learning, the performance of CNN depends on the structure of the model, i.e., layer depth, input window size, and training strategy. It is necessary to optimize th

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Aso Ohashi Bridge Area Slope Disaster Reconstruction Project Executed by Unmanned Construction Methoted site off-limits to human entry. The project combined 3D models and ICT in all processes including surveys, design, construction, and measurement, and introduced i-Construction, utilizing concurrent engineering, making it possible for us to achieve successfully, safely, and quickly recover from t

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