Marta Quemada Lopez

Doctoral Research Fellow - Analytical Solutions and Reasoning

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Email martaq@ifi.uio.no

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Visiting address Gaustadalléen 23B 0373 Oslo

Postal address Postboks 1080 Blindern 0316 Oslo

Other affiliations Faculty of Mathematics and Natural Sciences (Student)

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Publications

Quemada Lopez, Marta; Plagemann, Thomas Peter; Goebel, Vera Hermine; Adams, Jonathan; Hui, David & Øverland, Britt [Show all 8 contributors for this article] (2024). Requirements Analysis for Responsible Explainable AI for Pediatric Sleep Apnea Diagnosis. In Pesch, Dirk (Eds.), Proceeding IEEE International Conference on Smart Computing 2024. IEEE conference proceedings. ISSN 979-8-3503-4994-8. p. 362–367. Show summary
This paper presents a novel approach to requirements engineering for responsible explainable AI (rexAI) that pays attention to the broad range of explanation aspects and enforces the consideration of computer science, ethical, legal, and medical requirements. The medical use-case we are investigating is pediatric sleep apnea diagnosis. We analyze the non-functional and functional requirements and explore the multiple relationships and dependencies between the rexAI requirements and principles.

Published Mar. 25, 2024 10:44 AM - Last modified Mar. 25, 2024 10:44 AM