Neural-Symbolic Temporal Decision Trees for Multivariate Time Series Classification.
Giovanni PagliariniSimone ScaboroGiuseppe SerraGuido SciaviccoIonel Eduard StanPublished in: TIME (2022)
Keyphrases
- decision trees
- neural learning
- connectionist models
- spatio temporal
- multivariate decision trees
- network architecture
- random forest
- multivariate time series
- temporal databases
- decision rules
- spatial and temporal
- neural network
- decision tree induction
- naive bayes
- machine learning algorithms
- temporal data
- predictive accuracy
- machine learning
- temporal constraints
- temporal reasoning
- regression model
- space time
- statistical tests
- high level
- training data
- temporal consistency
- classification trees
- symbolic representation
- temporal patterns
- temporal information
- rule induction
- neural model
- genetic programming
- reinforcement learning
- temporal evolution
- training set
- symbolic description
- multi class