Wildfire Mapping in Interior Alaska Using Deep Neural Networks on Imbalanced Datasets.
Zachary L. LangfordJitendra KumarForrest M. HoffmanPublished in: ICDM Workshops (2018)
Keyphrases
- imbalanced datasets
- neural network
- satellite data
- learning from imbalanced data
- cost sensitive learning
- class distribution
- decision trees
- pattern recognition
- remote sites
- class imbalance
- climate change
- imbalanced data
- sampling methods
- training dataset
- ensemble methods
- artificial neural networks
- rule extraction
- minority class
- training data
- training process
- remote sensing
- data sets