Maximum margin hidden Markov models for sequence classification.
Nikolaus MutsamFranz PernkopfPublished in: Pattern Recognit. Lett. (2016)
Keyphrases
- sequence classification
- maximum margin
- hidden markov models
- discriminative learning
- markov networks
- conditional random fields
- structured prediction
- support vector
- learning algorithm
- hyperplane
- markov models
- support vector machine
- sequence data
- multi task
- multiple kernel learning
- pattern classification
- maximum likelihood
- markov model
- machine learning
- graphical models
- probabilistic model
- first order logic
- text classification
- feature selection
- semi supervised