Safety Assessment of Tunnel Construction based on Counterintuitivity Detection using Multi-Profile Multi-Model Ensemble Learning

Causality-based multi-model ensemble learning for safety assessment in metro tunnel construction

(2023) Leilei Chang et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Machine learning-based forecasting of soil settlement induced by shield tunneling construction

(2022) Xiao-Wei Ye et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Uncertainty-oriented reliability and risk-based output control for complex systems with compatibility considerations

(2022) Leilei Chang et al.   INFORMATION SCIENCES

Randomness-oriented Multi-dimensional Cloud-based belief rule Base approach for complex system modeling

(2022) Leilei Chang et al.   EXPERT SYSTEMS WITH APPLICATIONS

SIMCD: SIMulated crowd data for anomaly detection and prediction

(2022) Amna Bamaqa et al.   EXPERT SYSTEMS WITH APPLICATIONS

Prediction of rail-wheel contact parameters for a metro coach using machine learning

(2022) Sudhir Kumar Singh et al.   EXPERT SYSTEMS WITH APPLICATIONS

A systematic review on overfitting control in shallow and deep neural networks

(2021) Mohammad Mahdi Bejani et al.   ARTIFICIAL INTELLIGENCE REVIEW

Reliability-based multi-objective optimization in tunneling alignment under uncertainty

(2021) Liuyang Feng et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A Review on Outlier/Anomaly Detection in Time Series Data

(2021) Ane Blázquez-García et al.   ACM COMPUTING SURVEYS

A BIM-data mining integrated digital twin framework for advanced project management

(2021) Yue Pan et al.   AUTOMATION IN CONSTRUCTION

A Unifying Review of Deep and Shallow Anomaly Detection

(2021) Lukas Ruff et al.   PROCEEDINGS OF THE IEEE

A qualitative analysis of the interfaces between urban underground metro infrastructure and its environment in London

(2021) Nathan Darroch et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

A knowledge-based risk management tool for construction projects using case-based reasoning

(2021) Ozan Okudan et al.   EXPERT SYSTEMS WITH APPLICATIONS

A comparative study of different machine learning algorithms in predicting EPB shield behaviour: a case study at the Xi’an metro, China

(2021) Xue-Dong Bai et al.   Acta Geotechnica

Transparent Digital Twin for Output Control Using Belief Rule Base

(2021) Leilei Chang et al.   IEEE Transactions on Cybernetics

Multi-classifier information fusion in risk analysis

(2020) Yue Pan et al.   Information Fusion

Ten Challenges in Advancing Machine Learning Technologies toward 6G

(2020) Nei Kato et al.   IEEE WIRELESS COMMUNICATIONS

Machine learning for anomaly detection and process phase classification to improve safety and maintenance activities

(2020) Elena Quatrini et al.   JOURNAL OF MANUFACTURING SYSTEMS

Efficient impedance model for the estimation of train-induced vibrations in over-track buildings

(2020) Chao Zou et al.   JOURNAL OF VIBRATION AND CONTROL

A comparative analysis of gradient boosting algorithms

(2020) Candice Bentéjac et al.   ARTIFICIAL INTELLIGENCE REVIEW

Risk assessment and management of excavation system based on fuzzy set theory and machine learning methods

(2020) Song-Shun Lin et al.   AUTOMATION IN CONSTRUCTION

Machine learning for data-driven discovery in solid Earth geoscience

(2019) Karianne J. Bergen et al.   SCIENCE

Spatial Access to Metro Transit Villages and Housing Prices in Seoul, Korea

(2019) Chang-Deok Kang   JOURNAL OF URBAN PLANNING AND DEVELOPMENT

A survey on ensemble learning

(2019) Xibin Dong et al.   Frontiers of Computer Science

Precast tunnel segments for metro tunnel lining: A hybrid reinforcement solution using macro-synthetic fibers

(2019) Antonio Conforti et al.   ENGINEERING STRUCTURES

Cutter wear evaluation from operational parameters in EPB tunneling of Chengdu Metro

(2019) Xuening Rong et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Ensemble approach based on bagging, boosting and stacking for short-term prediction in agribusiness time series

(2019) Matheus Henrique Dal Molin Ribeiro et al.   APPLIED SOFT COMPUTING

Robust DPC-SVM control strategy for shunt active power filter based on H∞ regulators

(2019) Sabir Ouchen et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Adaptive network based fuzzy inference system (ANFIS) training approaches: a comprehensive survey

(2018) Dervis Karaboga et al.   ARTIFICIAL INTELLIGENCE REVIEW

Ensemble learning: A survey

(2018) Omer Sagi et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

Neural-Network-Based Output-Feedback Control Under Round-Robin Scheduling Protocols

(2018) Derui Ding et al.   IEEE Transactions on Cybernetics

Performing Global Uncertainty and Sensitivity Analysis from Given Data in Tunnel Construction

(2017) Limao Zhang et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Intelligent Approach to Estimation of Tunnel-Induced Ground Settlement Using Wavelet Packet and Support Vector Machines

(2017) Limao Zhang et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Machine learning: Trends, perspectives, and prospects

(2015) M. I. Jordan et al.   SCIENCE

An APN model for Arrhythmic beat classification

(2014) H.-S. Chiang et al.   BIOINFORMATICS