On improving the lifespan of wireless sensor networks with fuzzy based clustering and machine learning based data reduction.
S. RadhikaP. RangarajanPublished in: Appl. Soft Comput. (2019)
Keyphrases
- data reduction
- machine learning and data mining
- wireless sensor networks
- machine learning
- knowledge discovery
- data compression
- feature selection
- data analysis
- clustering algorithm
- data mining
- classification rules
- preprocessing
- model selection
- instance selection
- fuzzy sets
- high dimensionality
- representative subset
- classification accuracy
- fuzzy logic
- fuzzy clustering
- singular value decomposition
- semi supervised learning
- databases
- rough set theory
- unsupervised learning
- high dimensional data
- pattern recognition
- decision trees
- learning algorithm
- genetic algorithm
- high quality
- high dimensional
- multiscale