Scenario-based XAI for humanitarian aid forecasting
Josh Andrés, Christine T. Wolf, et al.
CHI EA 2020
The use of a hypothetical generative model was been suggested for causal analysis of observa- tional data. The very assumption of a particular model is a commitment to a certain set of variables and therefore to a certain set of possible causes. Estimating the joint probability distribution of can be useful for predicting values of variables in view of the observed values of others, but it is not sufficient for inferring causal relationships. The model describes a single observable distribution and cannot a chain of effects of intervention that deviate from the observed distribution.
Josh Andrés, Christine T. Wolf, et al.
CHI EA 2020
Kohei Miyaguchi, Masao Joko, et al.
ASMC 2025
Tsuyoshi Idé, Naoki Abe
KDD 2023
Jielin Xu, Wenqiang Song, et al.
Alzheimer's and Dementia