Changing Data Sources in the Age of Machine Learning for Official Statistics.
Cedric De BoomMichael ReusensPublished in: CoRR (2023)
Keyphrases
- data sources
- machine learning
- statistical methods
- data integration
- machine learning methods
- artificial intelligence
- decision trees
- computer science
- data sets
- computer vision
- data model
- knowledge acquisition
- machine learning algorithms
- information sources
- natural language processing
- pattern recognition
- learning algorithm
- data mining
- data warehouse
- multiple data sources
- machine learning approaches
- databases
- structured data
- information extraction
- supervised machine learning
- heterogeneous data sources
- statistical inference
- semantic relationships
- inductive learning
- learning systems
- natural language
- text classification
- active learning
- supervised learning
- support vector machine
- kernel methods
- learning tasks
- inductive logic programming
- statistical learning
- database
- heterogeneous data
- computational intelligence
- age estimation
- integrating heterogeneous