Software defect prediction employing BiLSTM and BERT-based semantic feature.
Md Nasir UddinBixin LiZafar AliPavlos KefalasInayat KhanIslam ZadaPublished in: Soft Comput. (2022)
Keyphrases
- semantic features
- software defect prediction
- ensemble learning
- semantic information
- visual features
- sample selection bias
- imbalanced data
- document summarization
- feature ranking
- low level features
- text classification
- class imbalance
- wordnet
- document clustering
- semantic similarity
- neural network
- random forest
- learning algorithm
- prior knowledge
- keywords
- training set
- image retrieval
- document collections
- feature set
- text mining
- relevance feedback
- knowledge discovery
- domain knowledge
- active learning