Noise Reduction Approach for Decision Tree Construction: A Case Study of Knowledge Discovery on Climate and Air Pollution.
Kyoko FukudaPublished in: CIDM (2007)
Keyphrases
- noise reduction
- air pollution
- decision tree construction
- knowledge discovery
- machine learning
- meta learning
- air quality
- decision trees
- edge preserving
- signal to noise ratio
- streaming data
- median filter
- rough set theory
- knowledge reduction
- edge detection
- noisy environments
- data mining
- databases
- speech enhancement
- case study
- association rules
- learning tasks
- data analysis
- naive bayes
- data sets
- graph cuts
- knowledge acquisition
- inductive learning
- rough sets
- pattern recognition