Temperature clusters in commercial buildings using k-means and time series clustering.
Ashani WickramasingheSaman MuthukumaranaDan LoewenMatt SchaubroeckPublished in: Energy Inform. (2022)
Keyphrases
- k means
- clustering algorithm
- hierarchical clustering
- fuzzy k means
- cluster analysis
- data clustering
- clustering quality
- unsupervised clustering
- constrained clustering
- cluster centers
- agglomerative hierarchical clustering
- self organizing maps
- document clustering
- clustering method
- clustering approaches
- fuzzy clustering algorithm
- hierarchical agglomerative clustering
- fuzzy c means
- clustering framework
- clustering result
- affinity propagation
- partitional clustering
- spectral clustering
- model based clustering
- hierarchical clustering algorithm
- kohonen self organizing maps
- duplicate detection
- aerial images
- fuzzy clustering
- cluster validity index
- cluster validity
- subspace clustering
- clustering solutions
- text clustering
- initial cluster centers
- data points
- expectation maximization
- valued data
- consensus clustering
- clustering analysis
- high dimensional
- normalized cut
- validity indices
- cluster ensemble
- rough k means
- classical clustering algorithms
- pairwise