Two-stage support vector machine-enabled deep excavation settlement prediction considering class imbalance and multi-source uncertainties.
Yue PanJianjun QinYongmao HouJin-Jian ChenPublished in: Reliab. Eng. Syst. Saf. (2024)
Keyphrases
- multi source
- class imbalance
- support vector machine
- cost sensitive
- class distribution
- data fusion
- information fusion
- feature selection
- active learning
- minority class
- prediction accuracy
- multi class
- data integration
- svm classifier
- training data
- data sources
- multiple sources
- support vector
- high dimensionality
- concept drift
- machine learning
- information integration
- training set
- community detection
- feature space
- database
- high dimensional
- test set
- training samples
- k nearest neighbor
- databases