A Safe Zone SMOTE Oversampling Algorithm Used in Earthquake Prediction Based on Extreme Imbalanced Precursor Data.
Dongmei WangYiwen LiangXinmin YangHongbin DongChengyu TanPublished in: Int. J. Pattern Recognit. Artif. Intell. (2021)
Keyphrases
- input data
- preprocessing
- optimal solution
- data sets
- training data
- data analysis
- noisy data
- detection algorithm
- prediction algorithm
- missing data
- imbalanced data sets
- data reduction
- data sources
- k means
- computational complexity
- data structure
- data points
- clustering method
- synthetic datasets
- learning algorithm
- semi supervised learning
- original data
- prediction error
- class distribution
- class imbalance
- objective function
- decision trees