# 1D Gradient-Weighted Class Activation Mapping, Visualizing Decision Process of Convolutional Neural Network-Based Models in Spectroscopy Analysis

> Research article (Analytical Chemistry, 2023) · cited 51× · AI/ML

**Wikidata**: [openalex:W4381715027](https://www.wikidata.org/wiki/openalex:W4381715027)  
**Source**: https://4ort.xyz/entity/1d-gradient-weighted-class-activation-mapping-visualizing-decision-process-of-convolutional-neural-network-based-models-