Clustering with Domain-Specific Usefulness Scores.
Yale ChangJunxiang ChenMichael H. ChoPeter J. CastaldiEdwin K. SilvermanJennifer G. DyPublished in: SDM (2017)
Keyphrases
- domain specific
- clustering method
- domain independent
- clustering algorithm
- general purpose
- k means
- self organizing maps
- unsupervised learning
- scoring functions
- outlier detection
- cluster analysis
- data clustering
- hierarchical clustering
- similarity function
- categorical data
- relation extraction
- similarity measure
- case study
- machine learning
- information theoretic
- document clustering
- data objects
- data mining tasks
- real world