Semi-Supervised Detection of Extreme Weather Events in Large Climate Datasets.
Evan RacahChristopher BeckhamTegan Maharaj PrabhatChristopher J. PalPublished in: CoRR (2016)
Keyphrases
- semi supervised
- extreme events
- event detection
- weather prediction
- climate change
- long term
- detection method
- false positives
- climate data
- unlabeled data
- labeled data
- soccer video
- detection accuracy
- false alarms
- database
- detection rate
- automatic detection
- active learning
- detection algorithm
- benchmark datasets
- event recognition
- anomaly detection
- pairwise
- metric learning
- video analysis
- human activities
- labeled examples
- semi supervised clustering
- object detection
- training set