Explanation Ontology: A general-purpose, semantic representation for supporting user-centered explanations.
Semantic Web, 2024
Supporting Next-Generation Science with a Semantic Ecosystem.
Proceedings of the ISWC 2024 Posters, 2024
Semantically enabling clinical decision support recommendations.
,
,
,
,
,
,
,
,
,
,
,
J. Biomed. Semant., December, 2023
Informing clinical assessment by contextualizing post-hoc explanations of risk prediction models in type-2 diabetes.
,
,
,
,
,
,
,
,
,
,
Artif. Intell. Medicine, March, 2023
An Ontology-Enabled Approach For User-Centered and Knowledge-Enabled Explanations of AI Systems.
Proceedings of the Doctoral Consortium at ISWC 2023 co-located with 22nd International Semantic Web Conference (ISWC 2023), 2023
Leveraging Clinical Context for User-Centered Explainability: A Diabetes Use Case.
CoRR, 2021
Semantic Modeling for Food Recommendation Explanations.
Proceedings of the 37th IEEE International Conference on Data Engineering Workshops, 2021
Towards Clinically Relevant Explanations for Type-2 Diabetes Risk Prediction with the Explanation Ontology.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Directions for Explainable Knowledge-Enabled Systems.
Proceedings of the Knowledge Graphs for eXplainable Artificial Intelligence: Foundations, 2020
Foundations of Explainable Knowledge-Enabled Systems.
Proceedings of the Knowledge Graphs for eXplainable Artificial Intelligence: Foundations, 2020
Directions for Explainable Knowledge-Enabled Systems.
CoRR, 2020
Foundations of Explainable Knowledge-Enabled Systems.
CoRR, 2020
Explanation Ontology in Action: A Clinical Use-Case.
Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020
Explanation Ontology: A Model of Explanations for User-Centered AI.
Proceedings of the Semantic Web - ISWC 2020, 2020
Knowledge Extraction of Cohort Characteristics in Research Publications.
Proceedings of the AMIA 2020, 2020
Enabling Trust in Clinical Decision Support Recommendations through Semantics.
Proceedings of the Workshop on Semantic Web Solutions for Large-Scale Biomedical Data Analytics co-located with 18th International Semantic Web Conference (ISWC 2019), 2019
Automating Population Health Studies Through Semantics and Statistics.
Proceedings of the Joint Proceedings of the International Workshops on Sensors and Actuators on the Web, 2019
A Linked Data Representation for Summary Statistics and Grouping Criteria.
Proceedings of the Joint Proceedings of the International Workshops on Sensors and Actuators on the Web, 2019
Making Study Populations Visible Through Knowledge Graphs.
Proceedings of the Semantic Web - ISWC 2019, 2019
Ontology-enabled Analysis of Study Populations.
Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, 2019
G-PROV: Provenance Management for Clinical Practice Guidelines.
Proceedings of the Workshop on Semantic Web Solutions for Large-Scale Biomedical Data Analytics co-located with 18th International Semantic Web Conference (ISWC 2019), 2019
Semantically-targeted analytics for reproducible scientific discovery.
Proceedings of the Conference on Artificial Intelligence for Data Discovery and Reuse, 2019
Ontology-enabled Breast Cancer Characterization.
Proceedings of the ISWC 2018 Posters & Demonstrations, Industry and Blue Sky Ideas Tracks co-located with 17th International Semantic Web Conference (ISWC 2018), Monterey, USA, October 8th - to, 2018
Knowledge Integration for Disease Characterization: A Breast Cancer Example.
Proceedings of the Semantic Web - ISWC 2018, 2018