Adversarial Filtering Based Evasion and Backdoor Attacks to EEG-Based Brain-Computer Interfaces

Autor: Meng, Lubin, Jiang, Xue, Chen, Xiaoqing, Liu, Wenzhong, Luo, Hanbin, Wu, Dongrui

Publikováno v: L. Meng, X. Jiang, X. Chen, W. Liu, H. Luo and D. Wu, Adversarial Filtering Based Evasion and Backdoor Attacks to EEG-Based Brain-Computer Interfaces, Information Fusion, 107:102316, 2024

A brain-computer interface (BCI) enables direct communication between the brain and an external device. Electroencephalogram (EEG) is a common input signal for BCIs, due to its convenience and low cost. Most research on EEG-based BCIs focuses on the

Externí odkaz: http://arxiv.org/abs/2412.07231

Explainable Artificial Intelligence: Precepts, Methods, and Opportunities for Research in Construction

Autor: Love, Peter ED, Fang, Weili, Matthews, Jane, Porter, Stuart, Luo, Hanbin, Ding, Lieyun

Explainable artificial intelligence has received limited attention in construction despite its growing importance in various other industrial sectors. In this paper, we provide a narrative review of XAI to raise awareness about its potential in const

Externí odkaz: http://arxiv.org/abs/2211.06579

Explainable deep learning-based dynamic prediction of surface settlement considering temporal characteristics during deep excavation

Autor: An, Xuefeng, Luo, Hanbin, Zheng, Fei, Jiao, Yuyong, Qi, Jianfeng, Zhang, You

Publikováno v: In Applied Soft Computing December 2024 167 Part A

A status digital twin approach for physically monitoring over-and-under excavation in large tunnels

Autor: Fang, Weili, Chen, Weiya, Love, Peter E.D., Luo, Hanbin, Zhu, Haiming, Liu, Jiajing

Publikováno v: In Advanced Engineering Informatics October 2024 62 Part A

Structural health assessment of historical buildings with nonuniform FE analysis and modified covariance matrix adaptation evaluation strategy (CMAES) updating

Autor: Luo, Hanbin, Guo, Zhiyuan, Chen, Weiya, Gao, Xiaoyu, Fan, Jian

Publikováno v: In Automation in Construction October 2024 166