Similarity-Based Clustering For IoT Device Classification.
Guillaume DupontCristoffer LeiteDaniel Ricardo dos SantosElisa CostanteJerry den HartogSandro EtallePublished in: COINS (2021)
Keyphrases
- unsupervised learning
- clustering algorithm
- clustering analysis
- pattern classification
- feature vectors
- classification accuracy
- decision trees
- unsupervised classification
- unsupervised clustering
- automatic classification
- classification models
- classification process
- feature space
- decision rules
- feature extraction
- classification algorithm
- hierarchical clustering
- high dimensionality
- clustering method
- classification scheme
- supervised classification
- image classification
- pattern recognition
- feature selection
- data sets
- microarray data analysis
- outlier detection
- svm classifier
- class labels
- benchmark datasets
- support vector machine svm
- training samples
- multi class
- management system
- k means
- data analysis
- machine learning