Experiences Using Clustering and Gernalization for Knowledge Discovery in Melanomas Domain.
Albert FornellsEva ArmengolElisabet GolobardesSusana PuigJosep MalvehyPublished in: Trans. Mach. Learn. Data Min. (2008)
Keyphrases
- knowledge discovery
- outlier detection
- clustering method
- k means
- data mining tasks
- data clustering
- clustering algorithm
- spectral clustering
- conceptual clustering
- similarity measure
- hierarchical clustering
- case study
- domain specific
- unsupervised learning
- machine learning
- domain independent
- high dimensional data
- fuzzy clustering
- knowledge discovery in databases
- information theoretic
- self organizing maps
- text mining
- knowledge base
- neural network
- data mining algorithms
- domain ontology
- distance metric
- data sets
- high dimensional
- data analysis
- categorical data
- web pages
- information retrieval
- data mining and knowledge discovery
- clustering analysis