Related references
Note: Only part of the references are listed.Intelligent modelling of clay compressibility using hybrid meta-heuristic and machine learning algorithms
Pin Zhang et al.
GEOSCIENCE FRONTIERS (2021)
The implementation to intelligent linkage service over AIoT hierarchical for material flow management
Joy Iong-Zong Chen
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING (2021)
Cognitive Optimal-Setting Control of AIoT Industrial Applications With Deep Reinforcement Learning
Ying-Hsun Lai et al.
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS (2021)
A novel hybrid surrogate intelligent model for creep index prediction based on particle swarm optimization and random forest
Pin Zhang et al.
ENGINEERING GEOLOGY (2020)
Risk Assessment Using a New Consulting Process in Fuzzy AHP
Hai-Min Lyu et al.
JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT (2020)
Hybrid meta-heuristic and machine learning algorithms for tunneling-induced settlement prediction: A comparative study
Pin Zhang et al.
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY (2020)
Effect of particle shape on the progressive failure of shield tunnel face in granular soils by coupled FDM-DEM method
Zhen-Yu Yin et al.
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY (2020)
Straightforward prediction for air-entry value of compacted soils using machine learning algorithms
Han-Lin Wang et al.
ENGINEERING GEOLOGY (2020)
Recurrent neural networks for real-time prediction of TBM operating parameters
Xianjie Gao et al.
AUTOMATION IN CONSTRUCTION (2019)
Prediction of maximum surface settlement caused by earth pressure balance (EPB) shield tunneling with ANN methods
Ren-Peng Chen et al.
SOILS AND FOUNDATIONS (2019)
Dual in-filled trenches for vibration mitigation and their predictions using artificial neural network
Pubudu Jayawardana et al.
SOIL DYNAMICS AND EARTHQUAKE ENGINEERING (2019)
Prediction of shield tunneling-induced ground settlement using machine learning techniques
Renpeng Chen et al.
FRONTIERS OF STRUCTURAL AND CIVIL ENGINEERING (2019)
Real-time analysis and regulation of EPB shield steering using Random Forest
Pin Zhang et al.
AUTOMATION IN CONSTRUCTION (2019)
Cyber-physical-system-based safety monitoring for blind hoisting with the internet of things: A case study
Cheng Zhou et al.
AUTOMATION IN CONSTRUCTION (2019)
A single-objective EPR based model for creep index of soft clays considering L2 regularization
Yin-Fu Jin et al.
ENGINEERING GEOLOGY (2019)
Analysis of ground surface settlement induced by the construction of a large-diameter shallow-buried twin-tunnel in soft ground
Zhe Wang et al.
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY (2019)
Investigation on Performance of Neural Networks Using Quadratic Relative Error Cost Function
Ning Zhang et al.
IEEE ACCESS (2019)
An IoT-based autonomous system for workers' safety in construction sites with real-time alarming, monitoring, and positioning strategies
Raid Kanan et al.
AUTOMATION IN CONSTRUCTION (2018)
Cloud asset-enabled integrated IoT platform for lean prefabricated construction
Gangyan Xu et al.
AUTOMATION IN CONSTRUCTION (2018)
Dynamic load prediction of tunnel boring machine (TBM) based on heterogeneous in-situ data
Wei Sun et al.
AUTOMATION IN CONSTRUCTION (2018)
Integrating IoT into operational workflows for real-time and automated decision-making in repetitive construction operations
Joseph Louis et al.
AUTOMATION IN CONSTRUCTION (2018)
A real-time interaction platform for settlement control during shield tunnelling construction
Xiongyao Xie et al.
AUTOMATION IN CONSTRUCTION (2018)
Cutter-disc consumption during earth pressure balance tunnelling in mixed strata
Khalid Elbaz et al.
PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-GEOTECHNICAL ENGINEERING (2018)
Soil-tunnel interaction modelling for shield tunnels considering shearing dislocation in longitudinal joints
Huai-Na Wu et al.
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY (2018)
Recurrent neural networks and proper orthogonal decomposition with interval data for real-time predictions of mechanised tunnelling processes
S. Freitag et al.
COMPUTERS & STRUCTURES (2018)
Finite-element modelling for the assessment of tunnel-induced damage to a masonry building
W. N. Yiu et al.
GEOTECHNIQUE (2017)
A hybrid finite element and surrogate modelling approach for simulation and monitoring supported TBM steering
Jelena Ninic et al.
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY (2017)
Safety barrier warning system for underground construction sites using Internet-of-Things technologies
C. Zhou et al.
AUTOMATION IN CONSTRUCTION (2017)
A tunnel information modelling framework to support management, simulations and visualisations in mechanised tunnelling projects
Christian Koch et al.
AUTOMATION IN CONSTRUCTION (2017)
Feasibility of PSO-ANN model for predicting surface settlement caused by tunneling
Mahdi Hasanipanah et al.
ENGINEERING WITH COMPUTERS (2016)
Effects of construction sequence and cover depth on crossing-tunnel interaction
Thayanan Boonyarak et al.
CANADIAN GEOTECHNICAL JOURNAL (2015)
Model update and real-time steering of tunnel boring machines using simulation-based meta models
Jelena Ninic et al.
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY (2015)
A support vector regression model for predicting tunnel boring machine penetration rates
Satar Mahdevari et al.
INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES (2014)
Internet of Things
Feng Xia et al.
INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS (2012)
Application of two non-linear prediction tools to the estimation of tunnel boring machine performance
S. Yagiz et al.
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (2009)
Wireless networking in tunnelling projects
Yasemin Nielsen et al.
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY (2007)
Research in automated measurement of project performance indicators
R. Navon
AUTOMATION IN CONSTRUCTION (2007)
Is cross-validation better than resubstitution for ranking genes?
U Braga-Neto et al.
BIOINFORMATICS (2004)
Share Paper
