Improved K-Means Based Q Learning Algorithm for Optimal Clustering and Node Balancing in WSN.
Malathy SathyamoorthySangeetha KuppusamyRajesh Kumar DhanarajVinayakumar RaviPublished in: Wirel. Pers. Commun. (2022)
Keyphrases
- k means
- learning algorithm
- clustering algorithm
- clustering method
- hierarchical clustering
- cluster analysis
- spectral clustering
- data clustering
- self organizing maps
- squared euclidean distance
- wireless sensor networks
- unsupervised clustering
- rough k means
- dynamic programming
- document clustering
- fuzzy k means
- training data
- clustering approaches
- resource limitations
- clustering analysis
- data points
- optimal path
- cluster centers
- center based clustering
- clustering quality
- text clustering
- machine learning
- energy consumption
- back propagation
- high dimensional data
- unsupervised learning
- expectation maximization
- cluster ensemble
- feature selection
- decision trees
- image segmentation
- initial cluster centers
- supply chain
- clustering framework
- clustering result
- energy efficient
- labeled data
- data aggregation
- machine learning algorithms
- directed graph