Automated Machine Learning for Entity Matching Tasks.
Matteo PaganelliFrancesco Del BuonoMarco PevarelloFrancesco GuerraMaurizio VinciniPublished in: EDBT (2021)
Keyphrases
- machine learning
- machine learning methods
- transfer learning
- matching algorithm
- learning algorithm
- machine learning algorithms
- entity resolution
- matching scheme
- explanation based learning
- graph matching
- knowledge acquisition
- knowledge representation
- object recognition
- active learning
- decision trees
- data mining
- computer vision
- matching process
- shape matching
- knowledge base
- pattern recognition
- pattern matching
- learning systems
- text mining
- supervised learning
- reinforcement learning
- image matching
- neural network
- inductive learning
- text classification
- fully automated
- semi automated
- artificial intelligence
- matching score
- multiple tasks
- ontology matching
- data analysis