Towards Parameter-Free Clustering for Real-World Data.
Jian HouHuaqiang YuanMarcello PelilloPublished in: Pattern Recognit. (2023)
Keyphrases
- parameter free
- categorical data
- data sets
- synthetic data
- real world
- database
- statistical analysis
- original data
- image data
- data mining tasks
- data processing
- input data
- data points
- data sources
- case study
- k means
- data analysis
- raw data
- data collection
- data structure
- high quality
- hierarchical clustering algorithm
- spectral clustering
- data distribution
- high dimensional data
- object recognition
- knowledge discovery
- attribute values
- outlier detection
- end users
- clustering algorithm
- computer vision
- machine learning
- probabilistic model