Temporal-Relational Classifiers for Prediction in Evolving Domains.
Umang SharanJennifer NevillePublished in: ICDM (2008)
Keyphrases
- prediction accuracy
- prediction model
- feature selection
- relational databases
- support vector
- prediction error
- linear classifiers
- training data
- supervised classification
- real world
- relational data
- ensemble classifier
- naive bayes
- prediction algorithm
- neural networks and support vector machines
- multi relational classification
- temporal information
- temporal reasoning
- data model
- ensemble learning
- temporal databases
- spatio temporal
- temporal data
- test set
- text classification
- feature set
- temporal constraints
- learning classifier systems
- classification algorithm
- multi layer perceptron
- training samples
- collective classification