# Deep learning-based anomaly detection using one-dimensional convolutional neural networks (1D CNN) in machine centers (MCT) and computer numerical control (CNC) machines

> Research article (PeerJ Computer Science, 2024) · cited 12× · AI/ML

**Wikidata**: [openalex:W4403477466](https://www.wikidata.org/wiki/openalex:W4403477466)  
**Source**: https://4ort.xyz/entity/deep-learning-based-anomaly-detection-using-one-dimensional-convolutional-neural-networks-1d-cnn-in-machine-centers-mct-