Altruist: Argumentative Explanations through Local Interpretations of Predictive Models

Author:

Mollas Ioannis1,Bassiliades Nick1,Tsoumakas Grigorios1

Affiliation:

1. School of Informatics, Aristotle University of Thessaloniki, Greece

Funder

Horizon 2020 Framework Programme

Publisher

ACM

Reference32 articles.

1. Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)

2. Philippe Besnard and Anthony Hunter . 2009. Argumentation Based on Classical Logic . Springer US , Boston, MA , 133–152. https://doi.org/10.1007/978-0-387-98197-0_7 10.1007/978-0-387-98197-0_7 Philippe Besnard and Anthony Hunter. 2009. Argumentation Based on Classical Logic. Springer US, Boston, MA, 133–152. https://doi.org/10.1007/978-0-387-98197-0_7

3. Combining explanation and argumentation in dialogue

4. Umang Bhatt , Adrian Weller , and José M .  F. Moura. 2020. Evaluating and Aggregating Feature-based Model Explanations . In Proceedings of the 29th International Joint Conference on Artificial Intelligence, IJCAI 2020. 3016–3022 . https://doi.org/10.24963/ijcai. 2020 /417 10.24963/ijcai.2020 Umang Bhatt, Adrian Weller, and José M. F. Moura. 2020. Evaluating and Aggregating Feature-based Model Explanations. In Proceedings of the 29th International Joint Conference on Artificial Intelligence, IJCAI 2020. 3016–3022. https://doi.org/10.24963/ijcai.2020/417

5. Human-Centric Justification of Machine Learning Predictions

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