Constrained Latent Dirichlet Allocation for Subgroup Discovery with Topic Rules.
Rui LiZahra AhmadiStefan KramerPublished in: ECAI (2014)
Keyphrases
- latent dirichlet allocation
- subgroup discovery
- rule learning
- topic models
- classification rules
- rule discovery
- topic modeling
- topic discovery
- generative model
- lda model
- text mining
- latent topics
- association rule mining
- gibbs sampling
- pattern mining
- association rules
- data mining
- interesting patterns
- data mining tasks
- inductive logic programming
- genetic programming
- probabilistic model
- fraud detection
- attribute values
- probabilistic topic models
- pattern recognition
- feature extraction
- decision trees
- nearest neighbor
- classification algorithm
- knowledge representation
- databases