Challenges in Applying Machine Learning to Media Monitoring.
Matti LyraDaoud ClarkeHamish MorganJeremy ReffinDavid J. WeirPublished in: SGAI Conf. (2012)
Keyphrases
- machine learning
- lessons learned
- real time
- monitoring system
- machine learning algorithms
- computer vision
- multimedia
- data mining
- learning problems
- inductive learning
- machine learning methods
- digital media
- machine learning approaches
- knowledge representation
- pattern recognition
- feature selection
- learning algorithm
- technical challenges
- key issues
- cross media
- learning tasks
- explanation based learning
- condition monitoring
- statistical methods
- knowledge acquisition
- text classification
- natural language processing
- information extraction
- support vector machine
- active learning
- decision trees