A Clustering-Routing Method to Preprocess Data for Massive Internet of Things.
Chenguang HeGuanqiao QuQian ChenWeixiao MengPublished in: ICC (2022)
Keyphrases
- synthetic data
- clustering method
- input data
- prior knowledge
- data analysis
- preprocessing
- test data
- data collection
- data sets
- data points
- pairwise
- similarity matrix
- missing data
- spectral clustering
- clustering analysis
- k means
- data objects
- hierarchical clustering
- clustering result
- categorical data
- multidimensional scaling
- data sources
- data structure
- information loss
- hierarchical clustering algorithm
- massive data
- database
- high dimensional data sets
- prior information
- training samples
- support vector machine
- knowledge discovery
- objective function
- training data
- high dimensional data
- unsupervised learning
- data mining techniques
- data mining tasks
- multidimensional data
- xml documents
- similarity measure
- image segmentation
- clustering algorithm