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2020 – today
- 2024
[j28]Weili Fang
, Weiya Chen, Peter E. D. Love, Hanbin Luo, Haiming Zhu, Jiajing Liu:
A status digital twin approach for physically monitoring over-and-under excavation in large tunnels. Adv. Eng. Informatics 62: 102648 (2024)- [j27]Wenli Liu, Fenghua Liu, Weili Fang, Peter E. D. Love:
Causal discovery and reasoning for geotechnical risk analysis. Reliab. Eng. Syst. Saf. 241: 109659 (2024) - [j26]Peter E. D. Love, Lavagnon A. Ika, Jane Matthews, Weili Fang:
Risk and Uncertainty in the Cost Contingency of Transport Projects: Accommodating Bias or Heuristics, or Both? IEEE Trans. Engineering Management 71: 205-219 (2024) - [j25]Peter E. D. Love, Jane Matthews, Lavagnon A. Ika, Weili Fang:
The Role of Smart Heuristics in Decision-Making Under Uncertainty: Migitating Rework and Its Consequences. IEEE Trans. Engineering Management 71: 5720-5732 (2024) - [j24]Hanbin Luo, Jialin Chen, Peter E. D. Love, Weili Fang:
Explainable Transfer Learning for Modeling and Assessing Risks in Tunnel Construction. IEEE Trans. Engineering Management 71: 8339-8355 (2024) - [j23]Jianjiang Zhan, Weili Fang, Peter E. D. Love, Hanbin Luo:
Explainable Artificial Intelligence: Counterfactual Explanations for Risk-Based Decision-Making in Construction. IEEE Trans. Engineering Management 71: 10667-10685 (2024) - 2023
- [j22]Weili Fang, Yixiao Shao, Peter E. D. Love, Timo Hartmann, Wenli Liu:
Detecting anomalies and de-noising monitoring data from sensors: A smart data approach. Adv. Eng. Informatics 55: 101870 (2023) - [j21]Peter E. D. Love, Weili Fang, Jane Matthews, Stuart R. Porter, Hanbin Luo, Lieyun Ding:
Explainable artificial intelligence (XAI): Precepts, models, and opportunities for research in construction. Adv. Eng. Informatics 57: 102024 (2023) - [j20]Jiajing Liu, Hanbin Luo, Weili Fang, Peter E. D. Love:
A contrastive learning framework for safety information extraction in construction. Adv. Eng. Informatics 58: 102194 (2023) - [j19]Wenli Liu, Ang Li, Weili Fang, Peter E. D. Love, Timo Hartmann, Hanbin Luo:
A hybrid data-driven model for geotechnical reliability analysis. Reliab. Eng. Syst. Saf. 231: 108985 (2023) - [j18]Kun Xia, Wlodzislaw Duch, Yu Sun, Kedi Xu, Weili Fang, Hanbin Luo, Yi Zhang, Dong Sang, Xiaodong Xu, Fei-Yue Wang, Dongrui Wu:
Privacy-Preserving Brain-Computer Interfaces: A Systematic Review. IEEE Trans. Comput. Soc. Syst. 10(5): 2312-2324 (2023) - [j17]Peter E. D. Love, Lavagnon A. Ika, Jane Matthews, Weili Fang, Brad Carey:
The Duality and Paradoxical Tensions of Quality and Safety: Managing Error in Construction Projects. IEEE Trans. Engineering Management 70(2): 791-798 (2023) - [j16]Peter E. D. Love, Lavagnon A. Ika, Jane Matthews, Weili Fang:
Large-Scale Transport Infrastructure Project Performance: Generating a Narrative of Context and Meaning. IEEE Trans. Engineering Management 70(10): 3637-3652 (2023) - [j15]Weili Fang, Peter E. D. Love, Lieyun Ding, Shuangjie Xu, Ting Kong, Heng Li:
Computer Vision and Deep Learning to Manage Safety in Construction: Matching Images of Unsafe Behavior and Semantic Rules. IEEE Trans. Engineering Management 70(12): 4120-4132 (2023) - 2022
- [j14]Jiajing Liu, Weili Fang, Peter E. D. Love, Timo Hartmann, Hanbin Luo, Lulu Wang:
Detection and location of unsafe behaviour in digital images: A visual grounding approach. Adv. Eng. Informatics 53: 101688 (2022) - [j13]Weili Fang, Dongrui Wu, Peter E. D. Love, Lieyun Ding, Hanbin Luo:
Physiological computing for occupational health and safety in construction: Review, challenges and implications for future research. Adv. Eng. Informatics 54: 101729 (2022) - [j12]Jane Matthews, Peter E. D. Love, Stuart R. Porter, Weili Fang:
Smart data and business analytics: A theoretical framework for managing rework risks in mega-projects. Int. J. Inf. Manag. 65: 102495 (2022) - [j11]Peter E. D. Love, Lavagnon A. Ika, Hanbin Luo, Ying Zhou, Botao Zhong, Weili Fang:
Rework, Failures, and Unsafe Behavior: Moving Toward an Error Management Mindset in Construction. IEEE Trans. Engineering Management 69(4): 1489-1501 (2022) - [j10]Peter E. D. Love, Lavagnon A. Ika, Jane Matthews, Weili Fang:
Curbing Poor-Quality in Large-Scale Transport Infrastructure Projects. IEEE Trans. Engineering Management 69(6): 3171-3183 (2022) - [i4]Peter E. D. Love, Jane Matthews, Weili Fang, Stuart R. Porter, Hanbin Luo, Lieyun Ding:
Explainable Artificial Intelligence in Construction: The Content, Context, Process, Outcome Evaluation Framework. CoRR abs/2211.06561 (2022) - [i3]Peter E. D. Love, Weili Fang, Jane Matthews, Stuart R. Porter, Hanbin Luo, Lieyun Ding:
Explainable Artificial Intelligence: Precepts, Methods, and Opportunities for Research in Construction. CoRR abs/2211.06579 (2022) - 2021
- [j9]Ting Kong, Weili Fang, Peter E. D. Love, Hanbin Luo, Shuangjie Xu, Heng Li:
Computer vision and long short-term memory: Learning to predict unsafe behaviour in construction. Adv. Eng. Informatics 50: 101400 (2021) - [j8]Ziang Liu, Xue Jiang, Hanbin Luo, Weili Fang, Jiajing Liu, Dongrui Wu:
Pool-based unsupervised active learning for regression using iterative representativeness-diversity maximization (iRDM). Pattern Recognit. Lett. 142: 11-19 (2021) - [i2]Dongrui Wu, Weili Fang, Yi Zhang, Liuqing Yang, Xiaodong Xu, Hanbin Luo, Xiang Yu:
Adversarial Attacks and Defenses in Physiological Computing: A Systematic Review. CoRR abs/2102.02729 (2021) - 2020
- [j7]Weili Fang, Peter E. D. Love, Hanbin Luo, Lieyun Ding:
Computer vision for behaviour-based safety in construction: A review and future directions. Adv. Eng. Informatics 43: 100980 (2020) - [j6]Botao Zhong, Xuejiao Xing, Hanbin Luo, Qirui Zhou, Heng Li, Timothy M. Rose, Weili Fang:
Deep learning-based extraction of construction procedural constraints from construction regulations. Adv. Eng. Informatics 43: 101003 (2020) - [j5]Weili Fang, Hanbin Luo, Shuangjie Xu, Peter E. D. Love, Zhenchuan Lu, Cheng Ye:
Automated text classification of near-misses from safety reports: An improved deep learning approach. Adv. Eng. Informatics 44: 101060 (2020) - [j4]Hanbin Luo, Jiajing Liu, Weili Fang, Peter E. D. Love, Qunzhou Yu, Zhenchuan Lu:
Real-time smart video surveillance to manage safety: A case study of a transport mega-project. Adv. Eng. Informatics 45: 101100 (2020) - [i1]Ziang Liu, Hanbin Luo, Weili Fang, Jiajing Liu, Dongrui Wu:
Pool-Based Unsupervised Active Learning for Regression Using Iterative Representativeness-Diversity Maximization (iRDM). CoRR abs/2003.07658 (2020)
2010 – 2019
- 2019
- [j3]Weili Fang, Botao Zhong, Neng Zhao, Peter E. D. Love, Hanbin Luo, Jiayue Xue, Shuangjie Xu:
A deep learning-based approach for mitigating falls from height with computer vision: Convolutional neural network. Adv. Eng. Informatics 39: 170-177 (2019) - [j2]Ran Wei, Peter E. D. Love, Weili Fang, Hanbin Luo, Shuangjie Xu:
Recognizing people's identity in construction sites with computer vision: A spatial and temporal attention pooling network. Adv. Eng. Informatics 42 (2019) - 2018
- [j1]Weili Fang, Lieyun Ding, Botao Zhong, Peter E. D. Love, Hanbin Luo:
Automated detection of workers and heavy equipment on construction sites: A convolutional neural network approach. Adv. Eng. Informatics 37: 139-149 (2018)
Coauthor Index
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