Torwards Trustworthy Machine Learning based systems: Evaluating breast cancer predictions interpretability using Human Centered Machine Learning and UX Techniques

Author:

Ugalde JonathanORCID,Godoy EduardoORCID,Mellado DiegoORCID,Cavieres EduardoORCID,Carvajal Bastian,Fernández Carlos,Illescas PamelaORCID,Avaria Rodrigo H.,Díaz Claudia,Ferreira Rodrigo,Querales MarvinORCID,Lever Scarlett,Sotelo JulioORCID,Chabert SterenORCID,Salas RodrigoORCID

Publisher

Springer Nature Switzerland

Reference21 articles.

1. Usability heuristics for user interface design. https://www.nngroup.com/articles/ten-usability-heuristics/. Accessed 27 Feb 2023

2. Hom, J.: http://www.sidar.org/recur/desdi/traduc/es/visitable/Herramientas.htm (1996). Accessed 27 Feb 2023

3. Lovejoy, J.: Google. https://design.google/library/ux-ai/ (2018). Accessed 27 Feb 2023

4. CHI 2016: Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, New York, NY, USA (2016)

5. Allugunti, V.R.: Breast cancer detection based on thermographic images using machine learning and deep learning algorithms. Int. J. Eng. Comput. Sci. 4(1), 49–56 (2022)

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