# A Hybrid 1D-CNN-Bi-LSTM based Model with Spatial Dropout for Multiple Fault Diagnosis of Roller Bearing

> Research article (International Journal of Advanced Computer Science and Applications, 2022) · cited 17× · AI/ML

**Wikidata**: [openalex:W4294608647](https://www.wikidata.org/wiki/openalex:W4294608647)  
**Source**: https://4ort.xyz/entity/a-hybrid-1d-cnn-bi-lstm-based-model-with-spatial-dropout-for-multiple-fault-diagnosis-of-roller-bearing