Vol. 1 No. 4 (2025): October
Published:
2026-03-30
Practical Paths for Local Logistics Enterprises to Lead Industry Development: From Tech R&D, Standardization to Industry Empowerment
Yanfang Chen (Author)
Article
While the digital transformation of small and medium enterprises in the logistics sector has garnered extensive scholarly attention, existing literature often overlooks the compounding effects of resource fragmentation and institutional friction in emerging markets. Addressing this gap, this study constructs a dual drive analytical framework...
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Fault-Tolerant Real-Time Scheduling for Edge AI in US Critical Infrastructure
Zihe Hao (Author)
Article
The integration of Edge AI promises to enhance operational efficiency within US critical infrastructure, yet it simultaneously introduces significant challenges regarding reliability and real-time determinism. While existing scheduling methods are suitable for general IoT environments, they frequently fail to distinguish between safety-critical...
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SVM-ECOC Driven Multi-Class Survival Prediction in Primary Biliary Cirrhosis Through Comparative Evaluation of Ensemble and Kernel-Based Machine Learning Approaches
Fangwei Xue, Shengran Zhao, Peilin Han (Author)
Article
Primary biliary cirrhosis is a chronic autoimmune liver disease that progresses through fibrotic stages and ultimately threatens patient survival. Accurate prediction of patient outcomes, including death, censoring, and liver transplantation, remains a clinically meaningful yet statistically challenging task due to severe class imbalance, high...
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