Statistical Modeling vs. Machine Learning for Deduplication of Customer Records.
Witold AndrzejewskiBartosz BebelPawel BoinskiJustyna KowalewskaAgnieszka MarszalekRobert WrembelPublished in: EDBT/ICDT Workshops (2024)
Keyphrases
- statistical modeling
- machine learning
- record linkage
- statistical models
- predictive modeling
- electronic commerce
- computer vision
- machine learning algorithms
- nonparametric bayesian
- machine learning methods
- data mining
- customer service
- feature selection
- explanation based learning
- inductive learning
- learning tasks
- pattern recognition
- statistical methods
- databases
- artificial intelligence
- statistical model
- data analysis
- knowledge acquisition
- computational intelligence
- support vector machine
- active learning
- learning problems
- customer satisfaction
- call center
- database
- model selection
- text mining
- customer behavior
- knowledge discovery