Optimization of the ABCD Formula for Melanoma Diagnosis Using C4.5, a Data Mining System.
Ron AndrewsStanislaw BajcarJerzy W. Grzymala-BusseZdzislaw S. HippeChris WhiteleyPublished in: Rough Sets and Current Trends in Computing (2004)
Keyphrases
- data mining
- skin cancer
- early diagnosis
- rough sets
- constrained optimization
- optimization problems
- data mining methods
- association rules
- optimization process
- medical diagnosis
- optimization method
- association rule mining
- optimization algorithm
- knowledge discovery
- automatic diagnosis
- multiple faults
- global optimization
- data mining applications
- optimization methods
- web intelligence
- data warehouse
- computer science
- early detection
- pigmented skin lesions
- malignant melanoma
- skin lesion
- knowledge discovery in databases
- fault detection
- model based diagnosis
- pattern mining
- outlier detection
- fault diagnosis
- business intelligence
- data mining techniques
- machine learning