A new approach based on association rules to add explainability to time series forecasting models.
A. R. Troncoso-GarcíaMaría Martínez-BallesterosFrancisco Martínez-ÁlvarezAlicia TroncosoPublished in: Inf. Fusion (2023)
Keyphrases
- association rules
- association rule mining
- data mining
- knowledge discovery
- mining association rules
- apriori algorithm
- association mining
- dynamic time warping
- mining algorithm
- data mining techniques
- non stationary
- frequent patterns
- classification rules
- frequent itemsets
- association rules mining
- itemsets
- financial time series
- associative classification
- temporal association rules
- formal concept analysis
- rule sets
- discovering association rules
- market basket data
- frequent itemset mining
- mining of association rules
- interesting rules
- rule mining
- multivariate time series
- interestingness measures
- genetic algorithm