Probabilistic Rule Induction from Event Sequences with Logical Summary Markov Models.
Debarun BhattacharjyaOktie HassanzadehRonny LussKeerthiram MurugesanPublished in: IJCAI (2023)
Keyphrases
- markov models
- rule induction
- event sequences
- markov model
- maximum entropy
- higher order
- rough sets
- hidden markov models
- knowledge discovery in databases
- decision rules
- decision trees
- conditional random fields
- data mining
- probabilistic model
- rule sets
- classification rules
- temporal patterns
- rough set theory
- generative model
- markov chain
- graphical models
- temporal information
- fuzzy logic
- bayesian networks
- similarity measure
- information retrieval
- real world
- temporal events