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Interpreting the antecedents of a predicted output by capturing the interdependencies among the system features and their evolution over time

  • Published:2023-01 Issue: Volume:117 Page:105596
  • ISSN:0952-1976
  • Container-title:Engineering Applications of Artificial Intelligence
  • language:en
  • Short-container-title:Engineering Applications of Artificial Intelligence

Author:

Nimmy Sonia FarhanaORCID,Hussain Omar K.,Chakrabortty Ripon K.ORCID,Hussain Farookh Khadeer,Saberi Morteza

Funder

University of New South Wales

University of New South Wales Canberra

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Artificial Intelligence,Control and Systems Engineering

Reference62 articles.

1. Explainable artificial intelligence: an analytical review;Angelov;Wiley Interdisc. Rev. Data Min. Knowl. Discov.,2021

2. Interpretable time-series;Anon,2022

3. Counterfactual explanations for multivariate time series;Ates,2021

4. Towards a terminology for a fully contextualized XAI;Bellucci;Procedia Comput. Sci.,2021

5. Explanatory Model Analysis: Explore, Explain, and Examine Predictive Models;Biecek,2021

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