Improving Building Temperature Forecasting: A Data-driven Approach with System Scenario Clustering.
Dafang ZhaoZheng ChenZhengmao LiXiaolei YuanIttetsu TaniguchiPublished in: CoRR (2024)
Keyphrases
- clustering algorithm
- clustering method
- k means
- real world
- short term
- data sets
- categorical data
- data points
- data driven
- graph theoretic
- outlier detection
- autoregressive model
- hierarchical clustering
- spectral clustering
- cluster analysis
- unsupervised learning
- grey model
- data mining tasks
- thermal imaging
- medium term
- dissimilarity measure
- prediction model
- fuzzy clustering
- self organizing maps
- high dimensional data
- anomaly detection
- long term
- genetic algorithm
- neural network