Clustering Building Footprint Polygons Based on Graph Similarity Measures.
Sophie DuongPeter RottmannJan-Henrik HaunertPetra MutzelPublished in: UrbanAI@SIGSPATIAL (2023)
Keyphrases
- similarity measure
- graph theoretic
- graph clustering
- clustering method
- clustering algorithm
- similarity function
- graph model
- similarity matrix
- dissimilarity measure
- k means
- graph partitioning
- spectral clustering
- graph structure
- pairwise similarities
- similarity assessment
- directed acyclic graph
- similarity scores
- cosine similarity
- edit distance
- connected components
- self organizing maps
- data clustering
- measuring similarity
- information theoretic
- outlier detection
- data points
- mutual information
- structured data
- random walk
- similarity metrics
- similarity graph
- normalized mutual information
- agglomerative clustering
- high dimensional
- graph construction
- graphical models
- graph representation
- euclidean distance
- categorical data
- directed graph
- graph theory
- document clustering
- bipartite graph