Big Data Synthesis and Class Imbalance Rectification for Enhanced Forest Fire Classification Modeling.
Fatemeh TavakoliKshirasagar NaikMarzia ZamanRichard PurcellSrinivas SampalliAbdul MutakabbirChung-Horng LungThambirajah RavichandranPublished in: ICAART (2) (2024)
Keyphrases
- class imbalance
- big data
- class distribution
- cost sensitive
- cost sensitive learning
- active learning
- imbalanced datasets
- high dimensionality
- majority class
- data management
- minority class
- feature selection
- sampling methods
- cloud computing
- concept drift
- imbalanced class distribution
- business intelligence
- data processing
- big data analytics
- data analysis
- pattern recognition
- learning algorithm
- social media
- decision trees
- support vector
- database
- supervised learning
- social networks
- database systems
- feature extraction
- training set
- pairwise
- data model
- classification algorithm
- classification accuracy
- knowledge discovery