2025
Causality-Guided Explainable Deep-Learning Model for Managing Tunnel-Induced Ground Settlement Risks.
J. Comput. Civ. Eng., 2025
An Integrated Real-Time Approach to Mitigate Noncompliant Behavior in Mobile Crane Lifting Operations.
J. Comput. Civ. Eng., 2025
An integrated approach for automatic safety inspection in construction: Domain knowledge with multimodal large language model.
Adv. Eng. Informatics, 2025
2024
Causal discovery and reasoning for geotechnical risk analysis.
Reliab. Eng. Syst. Saf., January, 2024
Explainable Artificial Intelligence: Counterfactual Explanations for Risk-Based Decision-Making in Construction.
IEEE Trans. Engineering Management, 2024
Explainable Transfer Learning for Modeling and Assessing Risks in Tunnel Construction.
IEEE Trans. Engineering Management, 2024
The Role of Smart Heuristics in Decision-Making Under Uncertainty: Migitating Rework and Its Consequences.
IEEE Trans. Engineering Management, 2024
Risk and Uncertainty in the Cost Contingency of Transport Projects: Accommodating Bias or Heuristics, or Both?
IEEE Trans. Engineering Management, 2024
Integrating Evidence into the Design of XAI and AI-based Decision Support Systems: A Means-End Framework for End-users in Construction.
CoRR, 2024
Privacy-Preserving Brain-Computer Interfaces: A Systematic Review.
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CoRR, 2024
A status digital twin approach for physically monitoring over-and-under excavation in large tunnels.
Adv. Eng. Informatics, 2024
2023
Computer Vision and Deep Learning to Manage Safety in Construction: Matching Images of Unsafe Behavior and Semantic Rules.
IEEE Trans. Engineering Management, December, 2023
Privacy-Preserving Brain-Computer Interfaces: A Systematic Review.
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IEEE Trans. Comput. Soc. Syst., October, 2023
A contrastive learning framework for safety information extraction in construction.
Adv. Eng. Informatics, October, 2023
Explainable artificial intelligence (XAI): Precepts, models, and opportunities for research in construction.
Adv. Eng. Informatics, August, 2023
Detecting anomalies and de-noising monitoring data from sensors: A smart data approach.
Adv. Eng. Informatics, January, 2023
The Duality and Paradoxical Tensions of Quality and Safety: Managing Error in Construction Projects.
IEEE Trans. Engineering Management, 2023
Large-Scale Transport Infrastructure Project Performance: Generating a Narrative of Context and Meaning.
IEEE Trans. Engineering Management, 2023
A hybrid data-driven model for geotechnical reliability analysis.
Reliab. Eng. Syst. Saf., 2023
2022
Curbing Poor-Quality in Large-Scale Transport Infrastructure Projects.
IEEE Trans. Engineering Management, 2022
Rework, Failures, and Unsafe Behavior: Moving Toward an Error Management Mindset in Construction.
IEEE Trans. Engineering Management, 2022
Smart data and business analytics: A theoretical framework for managing rework risks in mega-projects.
Int. J. Inf. Manag., 2022
Explainable Artificial Intelligence: Precepts, Methods, and Opportunities for Research in Construction.
CoRR, 2022
Explainable Artificial Intelligence in Construction: The Content, Context, Process, Outcome Evaluation Framework.
CoRR, 2022
Detection and location of unsafe behaviour in digital images: A visual grounding approach.
Adv. Eng. Informatics, 2022
Physiological computing for occupational health and safety in construction: Review, challenges and implications for future research.
Adv. Eng. Informatics, 2022
2021
Pool-based unsupervised active learning for regression using iterative representativeness-diversity maximization (iRDM).
Pattern Recognit. Lett., 2021
Adversarial Attacks and Defenses in Physiological Computing: A Systematic Review.
CoRR, 2021
Computer vision and long short-term memory: Learning to predict unsafe behaviour in construction.
Adv. Eng. Informatics, 2021
2020
Pool-Based Unsupervised Active Learning for Regression Using Iterative Representativeness-Diversity Maximization (iRDM).
CoRR, 2020
Deep learning-based extraction of construction procedural constraints from construction regulations.
Adv. Eng. Informatics, 2020
Real-time smart video surveillance to manage safety: A case study of a transport mega-project.
Adv. Eng. Informatics, 2020
Automated text classification of near-misses from safety reports: An improved deep learning approach.
Adv. Eng. Informatics, 2020
Computer vision for behaviour-based safety in construction: A review and future directions.
Adv. Eng. Informatics, 2020
2019
Recognizing people's identity in construction sites with computer vision: A spatial and temporal attention pooling network.
Adv. Eng. Informatics, 2019
A deep learning-based approach for mitigating falls from height with computer vision: Convolutional neural network.
Adv. Eng. Informatics, 2019
2018
Automated detection of workers and heavy equipment on construction sites: A convolutional neural network approach.
Adv. Eng. Informatics, 2018