Search Results for author: Amro Najjar

Found 2 papers, 1 papers with code

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

Towards Explainability for a Civilian UAV Fleet Management using an Agent-based Approach

no code implementations22 Sep 2019 Yazan Mualla, Amro Najjar, Timotheus Kampik, Igor Tchappi, Stéphane Galland, Christophe Nicolle

This paper presents an initial design concept and specification of a civilian Unmanned Aerial Vehicle (UAV) management simulation system that focuses on explainability for the human-in-the-loop control of semi-autonomous UAVs.

Management

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