1+ day, 2+ hour ago   (507+ words) Modern corporate networks operate in increasingly complex and heterogeneous environments, which complicates the objective assessment of their current security state. This study proposes a dual-channel multi-level model for quantitative assessment of data security in corporate networks using a predefined list…...

4+ day, 1+ hour ago   (337+ words) Floor abandoned roadways (FARs) act as mechanically weak discontinuities in floor strata and may induce severe instability during upper longwall panel face (ULPF) mining, yet the interaction between mining-induced floor failure and FAR plastic zone evolution remains insufficiently quantified. This…...

4+ day, 7+ hour ago   (414+ words) To evaluate freeze–thaw damage and asymmetric deterioration in shallow-buried bias tunnel linings in cold regions, an explainable data-driven predictive framework was developed. Guided by the underlying frost heave mechanisms, an optimal support vector machine (SVM) surrogate model was trained…...

4+ day, 23+ hour ago   (537+ words) Automating the identification of International Classification of Diseases (ICD) codes from electronic health records (EHRs) presents a critical challenge, particularly for rare diseases where existing computational methods severely underperform due to extreme long-tail label distributions. To address this, we propose a…...

1+ week, 4+ hour ago   (341+ words) This paper presents a computational pipeline for window-level semantic enrichment of texture-mapped building models used in urban digital twins (UDTs). The pipeline combines SAM-based candidate generation, super-resolution-based input matching (SRIM), a fine-tuned ResNet-50 window/non-window classifier, and texture-to-mesh mapping to…...

1+ week, 3+ day ago   (383+ words) Embodied intelligence offers a system-level paradigm for improving the adaptability of robotic harvesting in complex horticultural environments by coupling perception, decision-making, and physical interaction. This review systematically analyzes recent advances in embodied intelligence for robotic harvesting. A search of the…...

1+ week, 3+ day ago   (557+ words) To address the excessive differential settlement and the bridge approach bump problem behind bridge abutments in binary strata under cyclic vehicle loading, a highway bridge abutment in western China was investigated as a case study. Through field sampling and laboratory…...

1+ week, 4+ day ago   (694+ words) Machine learning has become a widely adopted approach for URL-based phishing detection, with many studies reporting F1 scores exceeding 0.95 on benchmark datasets. However, recent adversarial machine learning research has questioned the robustness of these models, suggesting that small input perturbations can…...

2+ week, 6+ day ago   (698+ words) Background: Medication non-adherence is a major driver of poor therapeutic outcomes, and computer vision methods that observe facial movements offer a non-contact route to verifying oral medication intake. Objective: To map and synthesize the existing literature on computer vision techniques…...

2+ week, 6+ day ago   (498+ words) Engine noise is a predominant source of noise in the cabin of internal combustion engine vehicles and new energy hybrid vehicles. The conventional multi-channel active noise control (ANC) system, based on the adaptive notch filtered-X least mean square algorithm, is…...