Clustering with implicit constraints: A novel approach to housing market segmentation.
Xiaoqi ZhangYanqiao ZhengXinyue YeQiong PengWenbo WangShengwen LiPublished in: Trans. GIS (2022)
Keyphrases
- clustering method
- instance level constraints
- constrained clustering
- clustering algorithm
- segmentation method
- unsupervised clustering
- image segmentation
- spatial constraints
- level set
- segmentation algorithm
- segmentation accuracy
- k means
- semi supervised clustering
- spectral clustering
- fully automatic
- multiscale
- object segmentation
- region growing
- hierarchical clustering
- categorical data
- cluster analysis
- information theoretic
- medical imaging
- decision making
- data points
- data clustering
- self organizing maps
- constrained optimization
- agglomerative clustering
- real estate
- bayesian information criterion
- co occurrence
- motion segmentation
- medical images
- unsupervised learning
- graph partitioning
- stock price
- shape prior
- fuzzy clustering
- image analysis
- constraint satisfaction
- similarity measure
- outlier detection
- mean shift