Limao Zhang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 82

Top Topics

Bayesian Hierarchical Model

Top Venues

Reliab. Eng. Syst. Saf.

Appl. Soft Comput.

Expert Syst. Appl.

Adv. Eng. Informatics

Publications

Yue Pan, Jianjun Qin, Limao Zhang, Weiqiang Pan, Jin-Jian Chen
A probabilistic deep reinforcement learning approach for optimal monitoring of a building adjacent to deep excavation. Comput. Aided Civ. Infrastructure Eng. 39 (5) (2024)
Ying Wang, Ou Zhao, Limao Zhang
Modeling urban rail transit system resilience under natural disasters: A two-layer network framework based on link flow. Reliab. Eng. Syst. Saf. 241 (2024)
Jiaqi Wang, Limao Zhang, Hui Yang, Huabei Liu, Miroslaw J. Skibniewski
Dynamic reliability analysis of Aerial Building Machine under extreme wind loads using improved QBDC-based active learning. Reliab. Eng. Syst. Saf. 244 (2024)
Leilei Chang, Chenhao Yu, Limao Zhang, Xiaobin Xu, Schahram Dustdar
Safety assessment of tunnel construction based on counterintuitivity detection using multi-profile multi-model ensemble learning. Expert Syst. Appl. 240 (2024)
Ankang Ji, Renfei He, Weiyi Chen, Limao Zhang
Computational methodologies for critical infrastructure resilience modeling: A review. Adv. Eng. Informatics 62 (2024)
Xianlei Fu, Maozhi Wu, Robert Lee Kong Tiong, Limao Zhang
Data-driven joint multi-objective prediction and optimization for advanced control during tunnel construction. Expert Syst. Appl. 238 (Part E) (2024)
Ying Wang, Ou Zhao, Limao Zhang
Multiplex networks in resilience modeling of critical infrastructure systems: A systematic review. Reliab. Eng. Syst. Saf. 250 (2024)
Renfei He, Limao Zhang, Alvin Wei Ze Chew
Data-driven multi-step prediction and analysis of monthly rainfall using explainable deep learning. Expert Syst. Appl. 235 (2024)
Qiong Liu, Kai Guo, Xianguo Wu, Zhonghua Xiao, Limao Zhang
Simulation-based rescue plan modeling and performance assessment towards resilient metro systems under emergency. Reliab. Eng. Syst. Saf. 241 (2024)
Xianlei Fu, Yue Pan, Limao Zhang
A causal-temporal graphic convolutional network (CT-GCN) approach for TBM load prediction in tunnel excavation. Expert Syst. Appl. 238 (Part C) (2024)
Yongsheng Li, Limao Zhang, Yue Pan, Serkan Tapkin, Xieqing Song
Energy-driven TBM health status estimation with a hybrid deep learning approach. Expert Syst. Appl. 249 (2024)
Renfei He, Limao Zhang, Robert L. K. Tiong
Flood risk assessment and mitigation for metro stations: An evidential-reasoning-based optimality approach considering uncertainty of subjective parameters. Reliab. Eng. Syst. Saf. 238 (2023)
Kunyu Wang, Xianguo Wu, Limao Zhang, Xieqing Song
Data-driven multi-step robust prediction of TBM attitude using a hybrid deep learning approach. Adv. Eng. Informatics 55 (2023)
Kai Guo, Limao Zhang, Maozhi Wu
Simulation-based multi-objective optimization towards proactive evacuation planning at metro stations. Eng. Appl. Artif. Intell. 120 (2023)
Leilei Chang, Limao Zhang, Xiaobin Xu
Causality-based multi-model ensemble learning for safety assessment in metro tunnel construction. Reliab. Eng. Syst. Saf. 234 (2023)
Zhaoxiang Zhang, Limao Zhang
Unsupervised Pixel-Level Detection of Rail Surface Defects Using Multistep Domain Adaptation. IEEE Trans. Syst. Man Cybern. Syst. 53 (9) (2023)
Xianlei Fu, Maozhi Wu, Sasthikapreeya Ponnarasu, Limao Zhang
A hybrid deep learning approach for dynamic attitude and position prediction in tunnel construction considering spatio-temporal patterns. Expert Syst. Appl. 212 (2023)
Yue Pan, Xiaojing Zhou, Shuigen Qiu, Limao Zhang
Time series clustering for TBM performance investigation using spatio-temporal complex networks. Expert Syst. Appl. 225 (2023)
Pengfei Qu, Limao Zhang, Qizhi Zhu, Maozhi Wu
Probabilistic reliability assessment of twin tunnels considering fluid-solid coupling with physics-guided machine learning. Reliab. Eng. Syst. Saf. 231 (2023)
Penghui Lin, Limao Zhang, Robert L. K. Tiong
Multi-objective robust optimization for enhanced safety in large-diameter tunnel construction with interactive and explainable AI. Reliab. Eng. Syst. Saf. 234 (2023)
Penghui Lin, Maozhi Wu, Limao Zhang
Probabilistic safety risk assessment in large-diameter tunnel construction using an interactive and explainable tree-based pipeline optimization method. Appl. Soft Comput. 143 (2023)
Yunxiang Zhou, Ankang Ji, Limao Zhang, Xiaolong Xue
Sampling-attention deep learning network with transfer learning for large-scale urban point cloud semantic segmentation. Eng. Appl. Artif. Intell. 117 (Part) (2023)
Yongqi Wang, Penghui Lin, Limao Zhang, Hongbo Yu, Robert Lee Kong Tiong
Resilience-oriented design for complex MEP systems in BIM. Adv. Eng. Informatics 55 (2023)
Leilei Chang, Limao Zhang, Xiaobin Xu, Wenjun Chang
Safety-Oriented Credibility-Based Fuzzy Incremental Learning for Predicting Dependent Outputs. IEEE Trans. Syst. Man Cybern. Syst. 53 (1) (2023)
Leilei Chang, Hao Liu, Limao Zhang, Xiaobin Xu, Jiang Jiang
Adaptive learning for single-output complex systems via data augmentation and data type identification. Appl. Soft Comput. 132 (2023)
Penghui Lin, Limao Zhang, Robert L. K. Tiong
Multi-objective optimization ensembled generative design for large-diameter tunnel passing underneath existing tunnels. Appl. Soft Comput. 144 (2023)
Weiyi Chen, Limao Zhang
An automated machine learning approach for earthquake casualty rate and economic loss prediction. Reliab. Eng. Syst. Saf. 225 (2022)
Lan Luo, Limao Zhang, Delei Yang, Qinghua He
A probabilistic approach to assessing project complexity dynamics under uncertainty. Soft Comput. 26 (8) (2022)
Limao Zhang, Weiyi Chen
Multi-criteria group decision-making with cloud model and TOPSIS for alternative selection under uncertainty. Soft Comput. 26 (22) (2022)
Xianlei Fu, Liuyang Feng, Limao Zhang
Data-driven estimation of TBM performance in soft soils using density-based spatial clustering and random forest. Appl. Soft Comput. 120 (2022)
Kai Guo, Limao Zhang
Adaptive multi-objective optimization for emergency evacuation at metro stations. Reliab. Eng. Syst. Saf. 219 (2022)
Ying Wang, Alvin Wei Ze Chew, Limao Zhang
Deep learning modeling of public's sentiments towards temporal evolution of COVID-19 transmission. Appl. Soft Comput. 131 (2022)
Liuyang Feng, Limao Zhang
Enhanced prediction intervals of tunnel-induced settlement using the genetic algorithm and neural network. Reliab. Eng. Syst. Saf. 223 (2022)
Ya Hui Teo, Jun Hong Yap, Hui An, Simon Ching Man Yu, Limao Zhang, Jie Chang, Kang Hao Cheong
Enhancing the MEP Coordination Process with BIM Technology and Management Strategies. Sensors 22 (13) (2022)
Penghui Lin, Limao Zhang, Jian Zuo
Data-driven prediction of building energy consumption using an adaptive multi-model fusion approach. Appl. Soft Comput. 129 (2022)
Qiong Liu, Renfei He, Limao Zhang
Simulation-based multi-objective optimization for enhanced safety of fire emergency response in metro stations. Reliab. Eng. Syst. Saf. 228 (2022)
Yongqi Wang, Limao Zhang, Hongbo Yu, Robert L. K. Tiong
Detecting logical relationships in mechanical, electrical, and plumbing (MEP) systems with BIM using graph matching. Adv. Eng. Informatics 54 (2022)
Kunyu Wang, Zhaoxiang Zhang, Xianguo Wu, Limao Zhang
Multi-class object detection in tunnels from 3D point clouds: An auto-optimized lazy learning approach. Adv. Eng. Informatics 52 (2022)
Renfei He, Limao Zhang, Alvin Wei Ze Chew
Modeling and predicting rainfall time series using seasonal-trend decomposition and machine learning. Knowl. Based Syst. 251 (2022)
Yue Pan, Limao Zhang
Modeling and analyzing dynamic social networks for behavioral pattern discovery in collaborative design. Adv. Eng. Informatics 54 (2022)
Leilei Chang, Limao Zhang, Xiaobin Xu
Randomness-oriented Multi-dimensional Cloud-based belief rule Base approach for complex system modeling. Expert Syst. Appl. 203 (2022)
Kai Guo, Limao Zhang
Data-driven optimization for mitigating tunnel-induced damages. Appl. Soft Comput. 115 (2022)
Leilei Chang, Xintao Song, Limao Zhang
Uncertainty-oriented reliability and risk-based output control for complex systems with compatibility considerations. Inf. Sci. 606 (2022)
Leilei Chang, Limao Zhang, Chao Fu, Yu-Wang Chen
Transparent Digital Twin for Output Control Using Belief Rule Base. IEEE Trans. Cybern. 52 (10) (2022)
Kai Guo, Limao Zhang
Multi-source information fusion for safety risk assessment in underground tunnels. Knowl. Based Syst. 227 (2021)
Ying Wang, Limao Zhang
Simulation-based optimization for modeling and mitigating tunnel-induced damages. Reliab. Eng. Syst. Saf. 205 (2021)
Limao Zhang, Yan Zhang, Hong Xian Li, Zhen Lei
Estimating long-term impacts of tunnel infrastructure development on urban sustainability using granular computing. Appl. Soft Comput. 113 (Part) (2021)
Limao Zhang, Penghui Lin
Multi-objective optimization for limiting tunnel-induced damages considering uncertainties. Reliab. Eng. Syst. Saf. 216 (2021)
Lei-Lei Chang, Limao Zhang, Xiaojian Xu
Correlation-oriented complex system structural risk assessment using Copula and belief rule base. Inf. Sci. 564 (2021)
Jiang Jiang, Leilei Chang, Limao Zhang, Xiaojian Xu
Retraceable and online multi-objective active optimal control using belief rule base. Knowl. Based Syst. 233 (2021)
Alvin Wei Ze Chew, Yue Pan, Ying Wang, Limao Zhang
Hybrid deep learning of social media big data for predicting the evolution of COVID-19 transmission. Knowl. Based Syst. 233 (2021)
Yongqi Wang, Zengqi Xiao, Robert L. K. Tiong, Limao Zhang
Data-driven quantification of public-private partnership experience levels under uncertainty with Bayesian hierarchical model. Appl. Soft Comput. 103 (2021)
Weiyi Chen, Limao Zhang
Resilience assessment of regional areas against earthquakes using multi-source information fusion. Reliab. Eng. Syst. Saf. 215 (2021)
Wenping Pan, Limao Zhang, Chunlin Shen
Data-driven time series prediction based on multiplicative neuron model artificial neuron network. Appl. Soft Comput. 104 (2021)
Yue Pan, Limao Zhang, Jiale Koh, Yong Deng
An adaptive decision making method with copula Bayesian network for location selection. Inf. Sci. 544 (2021)
Liuyang Feng, Limao Zhang
Assessment of tunnel face stability subjected to an adjacent tunnel. Reliab. Eng. Syst. Saf. 205 (2021)
Limao Zhang, Ying Wang, Xianguo Wu
Cluster-based information fusion for probabilistic risk analysis in complex projects under uncertainty. Appl. Soft Comput. 104 (2021)
Wenping Pan, Liuyang Feng, Limao Zhang, Liang Cai, Chunlin Shen
Time-series interval prediction under uncertainty using modified double multiplicative neuron network. Expert Syst. Appl. 184 (2021)
Ying Wang, Limao Zhang
Feature-based evidential reasoning for probabilistic risk analysis and prediction. Eng. Appl. Artif. Intell. 102 (2021)
Leilei Chang, Limao Zhang
Explainable data-driven optimization for complex systems with non-preferential multiple outputs using belief rule base. Appl. Soft Comput. 110 (2021)
Chen Chen, Limao Zhang, Robert Lee Kong Tiong
A novel learning cloud Bayesian network for risk measurement. Appl. Soft Comput. 87 (2020)
Hongyu Chen, Limao Zhang, Xianguo Wu
Performance risk assessment in public-private partnership projects based on adaptive fuzzy cognitive map. Appl. Soft Comput. 93 (2020)
Gaowei Zhang, Yue Pan, Limao Zhang, Robert Lee Kong Tiong
Cross-scale generative adversarial network for crowd density estimation from images. Eng. Appl. Artif. Intell. 94 (2020)
Leilei Chang, Wei Dong, Jianbo Yang, Xinya Sun, Xiaobin Xu, Xiaojian Xu, Limao Zhang
Hybrid belief rule base for regional railway safety assessment with data and knowledge under uncertainty. Inf. Sci. 518 (2020)
Yue Pan, Limao Zhang, Xianguo Wu, Miroslaw J. Skibniewski
Multi-classifier information fusion in risk analysis. Inf. Fusion 60 (2020)
Chen Chen, Limao Zhang, Robert Lee Kong Tiong
A new lossy compression algorithm for wireless sensor networks using Bayesian predictive coding. Wirel. Networks 26 (8) (2020)
Yue Pan, Limao Zhang, Miroslaw J. Skibniewski
Clustering of designers based on building information modeling event logs. Comput. Aided Civ. Infrastructure Eng. 35 (7) (2020)
Yue Pan, Limao Zhang, Zhiwu Li
Mining event logs for knowledge discovery based on adaptive efficient fuzzy Kohonen clustering network. Knowl. Based Syst. 209 (2020)
Yue Pan, Limao Zhang, ZhiWu Li, Lieyun Ding
Improved Fuzzy Bayesian Network-Based Risk Analysis With Interval-Valued Fuzzy Sets and D-S Evidence Theory. IEEE Trans. Fuzzy Syst. 28 (9) (2020)
Yue Pan, Shenwei Ou, Limao Zhang, Wenjing Zhang, Xianguo Wu, Heng Li
Modeling risks in dependent systems: A Copula-Bayesian approach. Reliab. Eng. Syst. Saf. 188 (2019)
Limao Zhang, Ming Wen, Baabak Ashuri
BIM Log Mining: Measuring Design Productivity. J. Comput. Civ. Eng. 32 (1) (2018)
Limao Zhang, Yanhua Huang, Xianguo Wu, Miroslaw J. Skibniewski
Risk-based estimate for operational safety in complex projects under uncertainty. Appl. Soft Comput. 54 (2017)
Limao Zhang, Lieyun Ding, Xianguo Wu, Miroslaw J. Skibniewski
An improved Dempster-Shafer approach to construction safety risk perception. Knowl. Based Syst. 132 (2017)
Limao Zhang, Xianguo Wu, Hongping Zhu, Simaan M. AbouRizk
Performing Global Uncertainty and Sensitivity Analysis from Given Data in Tunnel Construction. J. Comput. Civ. Eng. 31 (6) (2017)
Limao Zhang, Xianguo Wu, Wenying Ji, Simaan M. AbouRizk
Intelligent Approach to Estimation of Tunnel-Induced Ground Settlement Using Wavelet Packet and Support Vector Machines. J. Comput. Civ. Eng. 31 (2) (2017)
Limao Zhang, A. J. Antony Chettupuzha, Hongyu Chen, Xianguo Wu, Simaan M. AbouRizk
Fuzzy cognitive maps enabled root cause analysis in complex projects. Appl. Soft Comput. 57 (2017)
Wenli Liu, Xianguo Wu, Limao Zhang, Junjie Zheng, Jiaying Teng
Global Sensitivity Analysis of Tunnel-Induced Building Movements by a Precise Metamodel. J. Comput. Civ. Eng. 31 (5) (2017)
Limao Zhang, Xianguo Wu, Miroslaw J. Skibniewski
Simulation-Based Analysis of Tunnel Boring Machine Performance in Tunneling Excavation. J. Comput. Civ. Eng. 30 (4) (2016)
Limao Zhang, Simaan M. AbouRizk, Xianguo Wu
How to protect adjacent bridges due to tunnel excavation: a case study. WSC (2015)
Xianguo Wu, Huitao Liu, Limao Zhang, Miroslaw J. Skibniewski, Qianli Deng, Jiaying Teng
A dynamic Bayesian network based approach to safety decision support in tunnel construction. Reliab. Eng. Syst. Saf. 134 (2015)
Limao Zhang, Ronald Ekyalimpa, Stephen Hague, Michael Werner, Simaan M. AbouRizk
Updating geological conditions using bayes theorem and markov chain. WSC (2015)
Xianguo Wu, Yanhong Wang, Limao Zhang, Lieyun Ding, Miroslaw J. Skibniewski, Jingbing Zhong
A Dynamic Decision Approach for Risk Analysis in Complex Projects. J. Intell. Robotic Syst. 79 (3-4) (2015)
Limao Zhang, Xianguo Wu, Miroslaw J. Skibniewski, Jingbing Zhong, Yujie Lu
Bayesian-network-based safety risk analysis in construction projects. Reliab. Eng. Syst. Saf. 131 (2014)
Limao Zhang, Xianguo Wu, Lieyun Ding, Miroslaw J. Skibniewski, Y. Yan
Decision support analysis for safety control in complex project environments based on Bayesian Networks. Expert Syst. Appl. 40 (11) (2013)