Evaluating Learning Algorithms for Stochastic Finite Automata - Comparative Empirical Analyses on Learning Models for Technical Systems.
Asmir VodencarevicAlexander MaierOliver NiggemannPublished in: ICPRAM (2013)
Keyphrases
- learning models
- finite automata
- empirical analyses
- technical systems
- probabilistic automata
- learning algorithm
- machine learning algorithms
- regular expressions
- complex systems
- machine learning
- learning tasks
- grammatical inference
- learning paradigms
- learning problems
- loss function
- semi supervised learning
- classification models
- decision making
- conditional random fields
- hidden markov models
- transfer learning
- higher order
- relational databases
- high dimensional
- concept classes
- reinforcement learning
- database
- unlabeled data
- data mining