Risk assessment and management of excavation system based on fuzzy set theory and machine learning methods
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Title
Risk assessment and management of excavation system based on fuzzy set theory and machine learning methods
Authors
Keywords
Bibliometric analysis, Excavation risk, Risk assessment methods, Machine learning, Comprehensive risk management
Journal
AUTOMATION IN CONSTRUCTION
Volume 122, Issue -, Pages 103490
Publisher
Elsevier BV
Online
2020-12-28
DOI
10.1016/j.autcon.2020.103490
References
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Note: Only part of the references are listed.- A two-step comprehensive evaluation model for rockburst prediction based on multiple empirical criteria
- (2020) Yiguo Xue et al. ENGINEERING GEOLOGY
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- (2019) Peifeng Ma et al. REMOTE SENSING OF ENVIRONMENT
- Risk assessment of mega-city infrastructures related to land subsidence using improved trapezoidal FAHP
- (2019) Hai-Min Lyu et al. SCIENCE OF THE TOTAL ENVIRONMENT
- An interval risk assessment method and management of water inflow and inrush in course of karst tunnel excavation
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- (2019) Suleyman Mete et al. Journal of Natural Gas Science and Engineering
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- (2019) Pierre Guy Atangana Njock et al. SOIL DYNAMICS AND EARTHQUAKE ENGINEERING
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- An automated safety risk recognition mechanism for underground construction at the pre-construction stage based on BIM
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- (2018) Yu Huang et al. CATENA
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- (2018) Xuemin Zhang et al. ENGINEERING FAILURE ANALYSIS
- Model selection in geological and geotechnical engineering in the face of uncertainty - Does a complex model always outperform a simple model?
- (2018) C. Hsein Juang et al. ENGINEERING GEOLOGY
- The state-of-the-art integrations and applications of the analytic hierarchy process
- (2018) William Ho et al. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
- The use of machine learning algorithms in recommender systems: A systematic review
- (2018) Ivens Portugal et al. EXPERT SYSTEMS WITH APPLICATIONS
- A systematic review of complex fuzzy sets and logic
- (2018) Omolbanin Yazdanbakhsh et al. FUZZY SETS AND SYSTEMS
- Bibliometric analysis of fuzzy theory research in China: A 30-year perspective
- (2018) Dejian Yu et al. KNOWLEDGE-BASED SYSTEMS
- Using Bayesian network for safety risk analysis of diaphragm wall deflection based on field data
- (2018) Ying Zhou et al. RELIABILITY ENGINEERING & SYSTEM SAFETY
- Methodologies of safety risk control for China’s metro construction based on BIM
- (2018) Meng Li et al. SAFETY SCIENCE
- Fragility analysis of gray iron pipelines subjected to tunneling induced ground settlement
- (2018) Pengpeng Ni et al. TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY
- Pythagorean fuzzy average aggregation operators based on generalized and group-generalized parameter with application in MCDM problems
- (2018) Bhagawati Prasad Joshi INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
- Intelligent Approach Based on Random Forest for Safety Risk Prediction of Deep Foundation Pit in Subway Stations
- (2018) Ying Zhou et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- Three-dimensional numerical back-analysis of a monitored deep excavation retained by strutted diaphragm walls
- (2018) Mohamed Nabil Houhou et al. TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY
- An integrated GIS platform architecture for spatiotemporal big data
- (2018) Shaohua Wang et al. Future Generation Computer Systems-The International Journal of eScience
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- (2017) Ying Zhou et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
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- (2016) Sylvain Kubler et al. EXPERT SYSTEMS WITH APPLICATIONS
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- (2016) Hassan Malekitabar et al. SAFETY SCIENCE
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- (2011) Hong-bo Zhou et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
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- (2010) P. Weber et al. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- Software survey: VOSviewer, a computer program for bibliometric mapping
- (2009) Nees Jan van Eck et al. SCIENTOMETRICS
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- (2008) N.F. Pan EXPERT SYSTEMS WITH APPLICATIONS
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- (2007) Ting-Yu Chen et al. FUZZY SETS AND SYSTEMS
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