Improving Temporal Record Linkage Using Regression Classification.
Yichen HuQing WangDinusha VatsalanPeter ChristenPublished in: PAKDD (1) (2017)
Keyphrases
- record linkage
- machine learning
- model selection
- support vector
- duplicate detection
- privacy preserving
- regression problems
- spatio temporal
- text classification
- regression method
- data cleaning
- regression model
- cross validation
- linear regression
- feature space
- census data
- multiple databases
- entity resolution
- information retrieval
- artificial intelligence
- temporal constraints
- classification accuracy
- support vector regression
- feature selection
- temporal information
- data mining
- support vector machine svm
- decision trees
- training set
- feature extraction
- classification and regression problems