ClearTK 2.0: Design Patterns for Machine Learning in UIMA.
Steven BethardPhilip V. OgrenLee BeckerPublished in: LREC (2014)
Keyphrases
- design patterns
- machine learning
- software engineering
- object oriented
- software design
- software architecture
- object oriented software
- software systems
- metamodel
- machine learning algorithms
- data mining
- database driven
- ontology driven
- design principles
- feature selection
- machine learning methods
- specific problems
- text mining
- usage scenarios
- knowledge acquisition
- reinforcement learning
- decision trees
- natural language processing
- text classification
- learning objects
- information extraction
- process model
- design rationale
- behavioural patterns