Evaluating the Quality of Counterfactual Explanations in Multivariate Time-Series

JOURNAL ARTICLE

Year: 2025 Pages: 1674-1678

DOI: 10.1145/3714394.3756321

Keywords:

Counterfactual thinking Quality (philosophy) Multivariate statistics Multivariate analysis Control (management)

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Explainable Artificial Intelligence (XAI)

Physical Sciences → Computer Science → Artificial Intelligence

Forecasting Techniques and Applications

Social Sciences → Decision Sciences → Management Science and Operations Research

Time Series Analysis and Forecasting

Physical Sciences → Computer Science → Signal Processing