A Framework for System Event Classification and Prediction by Means of Machine Learning.
Teerat PitakratJonas GrunertOliver KabierschkeFabian KellerAndré van HoornPublished in: VALUETOOLS (2014)
Keyphrases
- machine learning
- main contribution
- machine learning methods
- prediction accuracy
- decision trees
- classification systems
- support vector machine
- pattern recognition
- supervised machine learning
- machine learning algorithms
- text classification
- feature selection
- classification accuracy
- supervised learning
- image classification
- machine learning approaches
- computer vision
- video classification
- supervised classification
- neural networks and support vector machines
- predictive modeling
- data preparation
- transductive inference
- data mining
- classification models
- pattern classification
- learning tasks
- kernel methods
- classification rules
- model selection
- knowledge representation
- probabilistic model
- active learning
- feature vectors
- feature extraction
- artificial intelligence
- learning algorithm