# ASM1D-GAN: An Intelligent Fault Diagnosis Method Based on Assembled 1D Convolutional Neural Network and Generative Adversarial Networks

> Research article (Journal of Signal Processing Systems, 2019) · cited 41× · AI/ML

**Wikidata**: [openalex:W2965962201](https://www.wikidata.org/wiki/openalex:W2965962201)  
**Source**: https://4ort.xyz/entity/asm1d-gan-an-intelligent-fault-diagnosis-method-based-on-assembled-1d-convolutional-neural-network-and-generative-advers