Active Learning in Neurosymbolic AI with Embed2Sym.
Alexander Philipp RaderAlessandra RussoPublished in: COGAI@IJCLR (2023)
Keyphrases
- active learning
- machine learning
- artificial intelligence
- expert systems
- learning strategies
- ai systems
- intelligent systems
- semi supervised
- selective sampling
- case based reasoning
- learning algorithm
- batch mode active learning
- labeled data
- imbalanced data classification
- active learning strategies
- random sampling
- experimental design
- knowledge representation and reasoning
- knowledge based systems
- relevance feedback
- supervised learning
- transfer learning
- knowledge representation
- artificial intelligent
- learning process
- ai community
- training set
- annotation effort
- areas of artificial intelligence
- john mccarthy
- semi supervised learning
- ai methods
- lecture notes in artificial intelligence
- web intelligence
- training examples
- database
- logic programming
- feature space
- support vector
- data mining