A Machine Learning Nowcasting Method based on Real-time Reanalysis Data.
Lei HanJuanzhen SunWei ZhangYuanyuan XiuHailei FengYinjing LinPublished in: CoRR (2016)
Keyphrases
- synthetic data
- machine learning
- real time
- statistical methods
- detection method
- prior knowledge
- data collection
- data processing
- database
- data analysis
- data sources
- noisy data
- prior information
- training data
- high quality
- machine learning methods
- test data
- decision trees
- clustering method
- raw data
- preprocessing
- background knowledge
- missing data
- data acquisition
- missing values
- information loss
- training samples
- data mining techniques
- high accuracy
- image data
- knowledge discovery
- data points
- classification accuracy
- cost function
- similarity measure
- data sets
- support vector machine
- pairwise
- computer vision
- data quality