A multi-head attention neural network with non-linear correlation approach for time series causal discovery.
Nicolás IrribarraKevin MichellCristhian BermeoWerner KristjanpollerPublished in: Appl. Soft Comput. (2024)
Keyphrases
- causal discovery
- neural network
- causal models
- causal relationships
- causal structure
- discovery process
- bayesian networks
- highly non linear
- observational data
- directed acyclic graph
- back propagation
- chaotic time series
- conditional independence
- artificial neural networks
- focus of attention
- neural network model
- markov blanket
- visual attention
- knn
- data mining