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Leveraging Clinical Context for User-Centered Explainability: A Diabetes Use Case


Jul 15, 2021
Shruthi Chari , Prithwish Chakraborty , Mohamed Ghalwash , Oshani Seneviratne , Elif K. Eyigoz , Daniel M. Gruen , Fernando Suarez Saiz , Ching-Hua Chen , Pablo Meyer Rojas , Deborah L. McGuinness

* 4 pages, 4 tables, 3 figures, 2.5 pages appendices To appear and accepted at: KDD Workshop on Applied Data Science for Healthcare (DSHealth), 2021, Virtual 

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Explanation Ontology: A Model of Explanations for User-Centered AI


Oct 04, 2020
Shruthi Chari , Oshani Seneviratne , Daniel M. Gruen , Morgan A. Foreman , Amar K. Das , Deborah L. McGuinness

* International Semantic Web Conference (ISWC), 2020 
* 16 pages (but 1 reference over on arxiv), 5 tables, 3 code listings, 1 figure 

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Explanation Ontology in Action: A Clinical Use-Case


Oct 04, 2020
Shruthi Chari , Oshani Seneviratne , Daniel M. Gruen , Morgan A. Foreman , Amar K. Das , Deborah L. McGuinness

* International Semantic Web Conference, Poster and Demo Track, 2020 
* 5 pages, 2 figures, 1 protocol 

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Directions for Explainable Knowledge-Enabled Systems


Mar 17, 2020
Shruthi Chari , Daniel M. Gruen , Oshani Seneviratne , Deborah L. McGuinness

* S. Chari, D. M. Gruen, O. Seneviratne, D. L. McGuinness, "Directions for Explainable Knowledge-Enabled Systems". In: Ilaria Tiddi, Freddy Lecue, Pascal Hitzler (eds.), Knowledge Graphs for eXplainable AI -- Foundations, Applications and Challenges. Studies on the Semantic Web, IOS Press, Amsterdam, 2020, to appear 

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Foundations of Explainable Knowledge-Enabled Systems


Mar 17, 2020
Shruthi Chari , Daniel M. Gruen , Oshani Seneviratne , Deborah L. McGuinness

* S. Chari, D. Gruen, O. Seneviratne, D. L. McGuinness, "Foundations of Explainable Knowledge-Enabled Systems". In: Ilaria Tiddi, Freddy Lecue, Pascal Hitzler (eds.), Knowledge Graphs for eXplainable AI -- Foundations, Applications and Challenges. Studies on the Semantic Web, IOS Press, Amsterdam, 2020, to appear 

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