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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Haiben Lin

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Open access Jul 2026

A Multi-Source Monitoring Data Fusion and Early Warning Framework Based on LightGBM-SHAP and Weibull Distribution

This paper addresses the need for multi-source data fusion and risk early warning in slope monitoring by proposing a modeling method that integrates data calibration, feature interpretation, and hierarchical early warning. First, linear regression is used to calibrate fiber-optic displacement data, and data consistency...

Haiben Lin, Jie-Kai Li, Qi-Qi Li · 0 citations
Review Open access Aug 2026

Multi-Source Geophysical Data Integration for Underwater Target Detection in Complex Seabed Environments: A Case Study of the Nan’ao I Shipwreck, China

The search and discovery of underwater shipwreck sites represent the most arduous and critical phases of underwater archaeology. Wooden shipwrecks, in particular, are characterized by low acoustic impedance contrast and weak magnetic anomalies, coupled with their limited physical dimensions. Consequently, they predomin...

Yonghang Li, Jiale Chen, Yuanzhao Meng et al. · 0 citations

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