Limao Zhang

Orcid: 0000-0002-7245-3741

According to our database1, Limao Zhang authored at least 80 papers between 2013 and 2024.

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Bibliography

2024
Data-driven joint multi-objective prediction and optimization for advanced control during tunnel construction.
Expert Syst. Appl., March, 2024

A causal-temporal graphic convolutional network (CT-GCN) approach for TBM load prediction in tunnel excavation.
Expert Syst. Appl., March, 2024

A probabilistic deep reinforcement learning approach for optimal monitoring of a building adjacent to deep excavation.
Comput. Aided Civ. Infrastructure Eng., March, 2024

Modeling urban rail transit system resilience under natural disasters: A two-layer network framework based on link flow.
Reliab. Eng. Syst. Saf., January, 2024

Simulation-based rescue plan modeling and performance assessment towards resilient metro systems under emergency.
Reliab. Eng. Syst. Saf., January, 2024

Data-driven multi-step prediction and analysis of monthly rainfall using explainable deep learning.
Expert Syst. Appl., January, 2024

2023
Flood risk assessment and mitigation for metro stations: An evidential-reasoning-based optimality approach considering uncertainty of subjective parameters.
Reliab. Eng. Syst. Saf., October, 2023

Unsupervised Pixel-Level Detection of Rail Surface Defects Using Multistep Domain Adaptation.
IEEE Trans. Syst. Man Cybern. Syst., September, 2023

Time series clustering for TBM performance investigation using spatio-temporal complex networks.
Expert Syst. Appl., September, 2023

Multi-objective optimization ensembled generative design for large-diameter tunnel passing underneath existing tunnels.
Appl. Soft Comput., September, 2023

Probabilistic safety risk assessment in large-diameter tunnel construction using an interactive and explainable tree-based pipeline optimization method.
Appl. Soft Comput., August, 2023

Multi-objective robust optimization for enhanced safety in large-diameter tunnel construction with interactive and explainable AI.
Reliab. Eng. Syst. Saf., June, 2023

Causality-based multi-model ensemble learning for safety assessment in metro tunnel construction.
Reliab. Eng. Syst. Saf., June, 2023

Simulation-based multi-objective optimization towards proactive evacuation planning at metro stations.
Eng. Appl. Artif. Intell., April, 2023

Data-driven multi-step robust prediction of TBM attitude using a hybrid deep learning approach.
Adv. Eng. Informatics, January, 2023

Resilience-oriented design for complex MEP systems in BIM.
Adv. Eng. Informatics, January, 2023

Safety-Oriented Credibility-Based Fuzzy Incremental Learning for Predicting Dependent Outputs.
IEEE Trans. Syst. Man Cybern. Syst., 2023

Probabilistic reliability assessment of twin tunnels considering fluid-solid coupling with physics-guided machine learning.
Reliab. Eng. Syst. Saf., 2023

A hybrid deep learning approach for dynamic attitude and position prediction in tunnel construction considering spatio-temporal patterns.
Expert Syst. Appl., 2023

Sampling-attention deep learning network with transfer learning for large-scale urban point cloud semantic segmentation.
Eng. Appl. Artif. Intell., 2023

Adaptive learning for single-output complex systems via data augmentation and data type identification.
Appl. Soft Comput., 2023

2022
Transparent Digital Twin for Output Control Using Belief Rule Base.
IEEE Trans. Cybern., 2022

Multi-criteria group decision-making with cloud model and TOPSIS for alternative selection under uncertainty.
Soft Comput., 2022

A probabilistic approach to assessing project complexity dynamics under uncertainty.
Soft Comput., 2022

Enhancing the MEP Coordination Process with BIM Technology and Management Strategies.
Sensors, 2022

Simulation-based multi-objective optimization for enhanced safety of fire emergency response in metro stations.
Reliab. Eng. Syst. Saf., 2022

Adaptive multi-objective optimization for emergency evacuation at metro stations.
Reliab. Eng. Syst. Saf., 2022

Enhanced prediction intervals of tunnel-induced settlement using the genetic algorithm and neural network.
Reliab. Eng. Syst. Saf., 2022

An automated machine learning approach for earthquake casualty rate and economic loss prediction.
Reliab. Eng. Syst. Saf., 2022

Modeling and predicting rainfall time series using seasonal-trend decomposition and machine learning.
Knowl. Based Syst., 2022

Uncertainty-oriented reliability and risk-based output control for complex systems with compatibility considerations.
Inf. Sci., 2022

Randomness-oriented Multi-dimensional Cloud-based belief rule Base approach for complex system modeling.
Expert Syst. Appl., 2022

Deep learning modeling of public's sentiments towards temporal evolution of COVID-19 transmission.
Appl. Soft Comput., 2022

Data-driven prediction of building energy consumption using an adaptive multi-model fusion approach.
Appl. Soft Comput., 2022

Data-driven optimization for mitigating tunnel-induced damages.
Appl. Soft Comput., 2022

Data-driven estimation of TBM performance in soft soils using density-based spatial clustering and random forest.
Appl. Soft Comput., 2022

Detecting logical relationships in mechanical, electrical, and plumbing (MEP) systems with BIM using graph matching.
Adv. Eng. Informatics, 2022

Multi-class object detection in tunnels from 3D point clouds: An auto-optimized lazy learning approach.
Adv. Eng. Informatics, 2022

Modeling and analyzing dynamic social networks for behavioral pattern discovery in collaborative design.
Adv. Eng. Informatics, 2022

2021
Raw data (filtration concentration & streamflow height parameters) for training MPINN-UPC model and other ML models.
Dataset, October, 2021

Multi-objective optimization for limiting tunnel-induced damages considering uncertainties.
Reliab. Eng. Syst. Saf., 2021

Simulation-based optimization for modeling and mitigating tunnel-induced damages.
Reliab. Eng. Syst. Saf., 2021

Assessment of tunnel face stability subjected to an adjacent tunnel.
Reliab. Eng. Syst. Saf., 2021

Resilience assessment of regional areas against earthquakes using multi-source information fusion.
Reliab. Eng. Syst. Saf., 2021

Retraceable and online multi-objective active optimal control using belief rule base.
Knowl. Based Syst., 2021

Multi-source information fusion for safety risk assessment in underground tunnels.
Knowl. Based Syst., 2021

Hybrid deep learning of social media big data for predicting the evolution of COVID-19 transmission.
Knowl. Based Syst., 2021

An adaptive decision making method with copula Bayesian network for location selection.
Inf. Sci., 2021

Correlation-oriented complex system structural risk assessment using Copula and belief rule base.
Inf. Sci., 2021

Time-series interval prediction under uncertainty using modified double multiplicative neuron network.
Expert Syst. Appl., 2021

Feature-based evidential reasoning for probabilistic risk analysis and prediction.
Eng. Appl. Artif. Intell., 2021

Estimating long-term impacts of tunnel infrastructure development on urban sustainability using granular computing.
Appl. Soft Comput., 2021

Cluster-based information fusion for probabilistic risk analysis in complex projects under uncertainty.
Appl. Soft Comput., 2021

Data-driven quantification of public-private partnership experience levels under uncertainty with Bayesian hierarchical model.
Appl. Soft Comput., 2021

Data-driven time series prediction based on multiplicative neuron model artificial neuron network.
Appl. Soft Comput., 2021

Explainable data-driven optimization for complex systems with non-preferential multiple outputs using belief rule base.
Appl. Soft Comput., 2021

2020
A new lossy compression algorithm for wireless sensor networks using Bayesian predictive coding.
Wirel. Networks, 2020

Improved Fuzzy Bayesian Network-Based Risk Analysis With Interval-Valued Fuzzy Sets and D-S Evidence Theory.
IEEE Trans. Fuzzy Syst., 2020

Mining event logs for knowledge discovery based on adaptive efficient fuzzy Kohonen clustering network.
Knowl. Based Syst., 2020

Hybrid belief rule base for regional railway safety assessment with data and knowledge under uncertainty.
Inf. Sci., 2020

Multi-classifier information fusion in risk analysis.
Inf. Fusion, 2020

Cross-scale generative adversarial network for crowd density estimation from images.
Eng. Appl. Artif. Intell., 2020

Clustering of designers based on building information modeling event logs.
Comput. Aided Civ. Infrastructure Eng., 2020

Performance risk assessment in public-private partnership projects based on adaptive fuzzy cognitive map.
Appl. Soft Comput., 2020

A novel learning cloud Bayesian network for risk measurement.
Appl. Soft Comput., 2020

2019
Modeling risks in dependent systems: A Copula-Bayesian approach.
Reliab. Eng. Syst. Saf., 2019

2018
BIM Log Mining: Measuring Design Productivity.
J. Comput. Civ. Eng., 2018

2017
An improved Dempster-Shafer approach to construction safety risk perception.
Knowl. Based Syst., 2017

Performing Global Uncertainty and Sensitivity Analysis from Given Data in Tunnel Construction.
J. Comput. Civ. Eng., 2017

Intelligent Approach to Estimation of Tunnel-Induced Ground Settlement Using Wavelet Packet and Support Vector Machines.
J. Comput. Civ. Eng., 2017

Global Sensitivity Analysis of Tunnel-Induced Building Movements by a Precise Metamodel.
J. Comput. Civ. Eng., 2017

Risk-based estimate for operational safety in complex projects under uncertainty.
Appl. Soft Comput., 2017

Fuzzy cognitive maps enabled root cause analysis in complex projects.
Appl. Soft Comput., 2017

2016
Simulation-Based Analysis of Tunnel Boring Machine Performance in Tunneling Excavation.
J. Comput. Civ. Eng., 2016

2015
A dynamic Bayesian network based approach to safety decision support in tunnel construction.
Reliab. Eng. Syst. Saf., 2015

A Dynamic Decision Approach for Risk Analysis in Complex Projects.
J. Intell. Robotic Syst., 2015

Updating geological conditions using bayes theorem and markov chain.
Proceedings of the 2015 Winter Simulation Conference, 2015

How to protect adjacent bridges due to tunnel excavation: a case study.
Proceedings of the 2015 Winter Simulation Conference, 2015

2014
Bayesian-network-based safety risk analysis in construction projects.
Reliab. Eng. Syst. Saf., 2014

2013
Decision support analysis for safety control in complex project environments based on Bayesian Networks.
Expert Syst. Appl., 2013


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