Author

Pengfei Song

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#explainable ai Review Sep 2026

From sensing to semantics: a comprehensive survey of AI-based animal behavior monitoring via pose estimation, behavior recognition, and UAV-enabled observation

This comprehensive review on animal behavior intelligent monitoring aims to systematically summarize the latest advanced technological frontiers of advanced artificial intelligence in animal behavior monitoring, also to identify the research challenges and explore future research directions in this field.

Tong Yu, Dan-Hui Zhang, Jian-Yang Zhang et al. · Multimedia Systems · 0 citations

Open access Jul 2026

TCM-USP: An Adaptive and Interpretable Framework for Rapid, Traceable Preliminary Quantification of Active Constituents in Traditional Chinese Medicines Using Biomimetic Sensor Data

Biomimetic sensors offer a rapid route for estimating active constituent contents in Chinese medicinal materials, but their practical use at procurement sites and production workshops is constrained by small and skewed datasets, repeated task-specific model configuration, and the limited operational traceability of man...

Xuemei Yin, Pengfei Song, Xiao Luo et al. · Chemosensors · 0 citations