A probabilistic interval-based event calculus for activity recognition.
Alexander ArtikisEvangelos MakrisGeorgios PaliourasPublished in: Ann. Math. Artif. Intell. (2021)
Keyphrases
- activity recognition
- event calculus
- temporal reasoning
- human activity recognition
- reasoning tasks
- situation calculus
- action recognition
- human activities
- temporal information
- deductive databases
- partially ordered
- domain specific knowledge
- probabilistic model
- qualitative and quantitative
- accelerometer data
- transfer learning
- programming language
- transitive closure
- bayesian networks
- directed acyclic graph
- expressive power
- random variables
- machine learning algorithms
- answer set programming
- knowledge representation
- image sequences
- artificial intelligence
- machine learning
- data mining