Search Results for author: Sule Anjomshoae

Found 2 papers, 1 papers with code

From Spoken Thoughts to Automated Driving Commentary: Predicting and Explaining Intelligent Vehicles' Actions

no code implementations19 Apr 2022 Daniel Omeiza, Sule Anjomshoae, Helena Webb, Marina Jirotka, Lars Kunze

In the intelligent vehicle context, automated driving commentary can provide intelligible explanations about driving actions, thereby assisting a driver or an end-user during driving operations in challenging and safety-critical scenarios.

counterfactual

Explanations of Black-Box Model Predictions by Contextual Importance and Utility

1 code implementation30 May 2020 Sule Anjomshoae, Kary Främling, Amro Najjar

We show the utility of explanations in car selection example and Iris flower classification by presenting complete (i. e. the causes of an individual prediction) and contrastive explanation (i. e. contrasting instance against the instance of interest).

Explainable artificial intelligence

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