Machine Learning Based Data Reduction in WSN for Smart Agriculture.
Christian SalimNathalie MittonPublished in: AINA (2020)
Keyphrases
- data reduction
- machine learning and data mining
- machine learning
- data compression
- data analysis
- knowledge discovery
- feature selection
- model selection
- data mining
- wireless sensor networks
- preprocessing
- instance selection
- high dimensionality
- classification accuracy
- computational intelligence
- classification rules
- energy consumption
- representative subset
- singular value decomposition
- rough set theory
- data quality
- databases
- active learning
- pattern recognition
- decision trees
- artificial intelligence
- data sets
- k nearest neighbor
- text categorization
- text classification
- rough sets
- text mining
- sensor networks
- optical flow
- association rules