Synthetic Dataset Generation with Itemset-Based Generative Models.
Christian LezcanoMarta AriasPublished in: ISSRE Workshops (2019)
Keyphrases
- generative model
- synthetic datasets
- real dataset
- real life
- probabilistic model
- discriminative learning
- mixture model
- em algorithm
- experimental study
- discriminative models
- prior knowledge
- real world
- semi supervised
- synthetic data
- maximum entropy principle
- generative and discriminative models
- conditional random fields
- expectation maximization
- object categories
- hierarchical hidden markov models
- topic models
- information extraction
- bayesian networks
- original data
- bag of words
- language model
- discriminative methods