# Wine quality assessment through lightweight deep learning: integrating 1D-CNN and LSTM for analyzing electronic nose VOCs signals

> Research article (Applied Computing and Informatics, 2024) · cited 10× · AI/ML

**Wikidata**: [openalex:W4392292054](https://www.wikidata.org/wiki/openalex:W4392292054)  
**Source**: https://4ort.xyz/entity/wine-quality-assessment-through-lightweight-deep-learning-integrating-1d-cnn-and-lstm-for-analyzing-electronic-nose-vocs