Roadway Asset Inspection Sampling Using High-Dimensional Clustering and Locality-Sensitivity Hashing.
Zhuo ChenXiaoyue Cathy LiuPublished in: Comput. Aided Civ. Infrastructure Eng. (2019)
Keyphrases
- high dimensional
- data points
- similarity search
- high dimensionality
- k means
- high dimensional data
- nearest neighbor search
- parameter space
- clustering method
- clustering algorithm
- dimensionality reduction
- high dimensional datasets
- nearest neighbor
- low dimensional
- high dimensional data sets
- cluster analysis
- hierarchical clustering
- self organizing maps
- data analysis
- sensitivity analysis
- microarray data
- sampling algorithm
- spectral clustering
- feature space
- unsupervised learning
- fuzzy clustering
- manifold learning
- map matching
- data sets
- file organization
- categorical data
- random sampling
- data clustering
- outlier detection
- anomaly detection
- knn
- data structure