Neural-symbolic temporal decision trees for multivariate time series classification.
Giovanni PagliariniSimone ScaboroGiuseppe SerraGuido SciaviccoIonel Eduard StanPublished in: Inf. Comput. (2024)
Keyphrases
- decision trees
- multivariate decision trees
- connectionist models
- neural learning
- network architecture
- multivariate time series
- neural network
- regression model
- spatio temporal
- temporal data
- temporal information
- temporal databases
- decision tree induction
- predictive accuracy
- random forest
- data sets
- naive bayes
- machine learning
- temporal dimension
- training data
- neural model
- temporal constraints
- spatial and temporal
- decision rules
- temporal patterns
- rule induction
- classification rules
- temporal consistency
- decision tree learning
- high level
- nearest neighbor
- bio inspired
- symbolic representation
- data mining methods
- temporal analysis
- mixed data