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Zhizhao yang

Zhejiang Police College

China

SCHOLARLY PAPERS

2

DOWNLOADS

72

TOTAL CITATIONS

0

Scholarly Papers (2)

GSRCA: A Grad-CAM-Based Method for Spectral Region and Contribution Quantification in Interpretability Analysis

Number of pages: 47 Posted: 19 Dec 2025
Zhejiang Police College, Zhejiang Police College, Zhejiang Police College, Zhejiang Police College, Zhejiang Police College, Zhejiang Police College and Zhejiang Police College
Downloads 38 (1,296,409)

Abstract:

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GSRCA, Raman Spectroscopy Classification, Interpretability Analysis, spectral region contribution Quantification

2.

Interpretability Study of Mass Spectrometry Data Classification Based on Random Forest Model

Number of pages: 18 Posted: 20 Sep 2025
Zhizhao yang, Zhihang Zhou, Shanhe Huang and Sen Zhao
Zhejiang Police College, Zhejiang Police College, affiliation not provided to SSRN and Zhejiang Police College
Downloads 34 (1,277,121)

Abstract:

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Random Forest, Mass Spectrometry, Interpretable Machine Learning, Feature Importance