Forecasting sidewall displacement of underground caverns using machine learning techniques

Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) network

(2020) Alex Sherstinsky   PHYSICA D-NONLINEAR PHENOMENA

Forecasting tunnel geology, construction time and costs using machine learning methods

(2020) Arsalan Mahmoodzadeh et al.   NEURAL COMPUTING & APPLICATIONS

Efficient reliability analysis of earth dam slope stability using extreme gradient boosting method

(2020) Lin Wang et al.   Acta Geotechnica

Paraphrase detection using LSTM networks and handcrafted features

(2020) Hassan Shahmohammadi et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Decision-making in tunneling using artificial intelligence tools

(2020) Arsalan Mahmoodzadeh et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Forecasting maximum surface settlement caused by urban tunneling

(2020) Arsalan Mahmoodzadeh et al.   AUTOMATION IN CONSTRUCTION

Updating ground conditions and time-cost scatter-gram in tunnels during excavation

(2019) Arsalan Mahmoodzadeh et al.   AUTOMATION IN CONSTRUCTION

Detection of Deterioration of Three-phase Induction Motor using Vibration Signals

(2019) Adam Glowacz et al.   Measurement Science Review

State-of-the-art review of soft computing applications in underground excavations

(2019) Wengang Zhang et al.   Geoscience Frontiers

Prediction of shear strength of soft soil using machine learning methods

(2018) Binh Thai Pham et al.   CATENA

Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network

(2018) Awni Y. Hannun et al.   NATURE MEDICINE

Evaluation of the maximum horizontal displacement around the power station caverns using artificial neural network

(2017) Morteza Rajabi et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Metaheuristic optimization within machine learning-based classification system for early warnings related to geotechnical problems

(2016) Jui-Sheng Chou et al.   AUTOMATION IN CONSTRUCTION

Recognition of images of finger skin with application of histogram, image filtration and K-NN classifier

(2016) Adam Glowacz et al.   Biocybernetics and Biomedical Engineering

Determination of earth pressure balance tunnel-related maximum surface settlement: a multivariate adaptive regression splines approach

(2016) A. T. C. Goh et al.   Bulletin of Engineering Geology and the Environment

Multivariate adaptive regression splines and neural network models for prediction of pile drivability

(2016) Wengang Zhang et al.   Geoscience Frontiers

Regression models for estimating ultimate and serviceability limit states of underground rock caverns

(2015) W.G. Zhang et al.   ENGINEERING GEOLOGY

Multivariate adaptive regression splines for analysis of geotechnical engineering systems

(2012) W.G. Zhang et al.   COMPUTERS AND GEOTECHNICS

Reliability assessment on ultimate and serviceability limit states and determination of critical factor of safety for underground rock caverns

(2012) Wengang Zhang et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY