DataTalk-V: time series visualisation for internet of things based on clustering and dimension reduction for an IoT platform.
Jiun-Yi LinYun-Wei LinYi-Bing LinPublished in: Int. J. Sens. Networks (2024)
Keyphrases
- dimension reduction
- multivariate time series
- cluster analysis
- high dimensional data analysis
- unsupervised learning
- high dimensional data
- high dimensionality
- principal component analysis
- feature extraction
- high dimensional problems
- high dimensional
- clustering algorithm
- low dimensional
- random projections
- big data
- data mining and machine learning
- manifold learning
- partial least squares
- clustering method
- singular value decomposition
- linear discriminant analysis
- feature selection
- dimensionality reduction
- discriminative information
- feature subspace
- mobile devices
- k means
- data points
- feature space
- data clustering
- location information
- supervised learning
- data analysis
- nonlinear manifold
- discriminant analysis
- data mining techniques
- expectation maximization
- document clustering
- manifold embedding
- cloud computing
- dimension reduction methods
- similarity measure