# Software defect prediction using hybrid model (CBIL) of convolutional neural network (CNN) and bidirectional long short-term memory (Bi-LSTM)

> Research article (PeerJ Computer Science, 2021) · cited 57× · AI/ML

**Wikidata**: [openalex:W3212106560](https://www.wikidata.org/wiki/openalex:W3212106560)  
**Source**: https://4ort.xyz/entity/software-defect-prediction-using-hybrid-model-cbil-of-convolutional-neural-network-cnn-and-bidirectional-long-short-term