Automatic Transformation of Raw Clinical Data Into Clean Data Using Decision Tree Learning Combining with String Similarity Algorithm.
Jian ZhangPublished in: ICCSW (2015)
Keyphrases
- raw data
- data sets
- clinical data
- learning algorithm
- data analysis
- dynamic programming
- statistical analysis
- training data
- decision tree learning
- clinical information
- database
- data distribution
- knowledge discovery
- data mining techniques
- high dimensional data
- similarity function
- data mining methods
- prior knowledge
- distance function
- matching algorithm
- data points
- data sources
- domain knowledge
- association rules