Daniel M. Gruen

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 19

Top Topics

Cognitive Computing

Knowledge Extraction

Semantic Modeling

Top Venues

Artif. Intell. Medicine

Publications

Shruthi Chari, Prasant Acharya, Daniel M. Gruen, Olivia Zhang, Elif K. Eyigöz, Mohamed F. Ghalwash, Oshani Seneviratne, Fernando J. Suarez Saiz, Pablo Meyer, Prithwish Chakraborty, Deborah L. McGuinness
Informing clinical assessment by contextualizing post-hoc explanations of risk prediction models in type-2 diabetes. CoRR (2023)
Shruthi Chari, Prasant Acharya, Daniel M. Gruen, Olivia Zhang, Elif K. Eyigöz, Mohamed F. Ghalwash, Oshani Seneviratne, Fernando J. Suarez Saiz, Pablo Meyer, Prithwish Chakraborty, Deborah L. McGuinness
Informing clinical assessment by contextualizing post-hoc explanations of risk prediction models in type-2 diabetes. Artif. Intell. Medicine 137 (2023)
Sabbir M. Rashid, Jamie P. McCusker, Daniel M. Gruen, Oshani Seneviratne, Deborah L. McGuinness
A Concise Ontology to Support Research on Complex, Multimodal Clinical Reasoning. ESWC (2023)
Shruthi Chari, Prithwish Chakraborty, Mohamed Ghalwash, Oshani Seneviratne, Elif K. Eyigöz, Daniel M. Gruen, Fernando Suarez Saiz, Ching-Hua Chen, Pablo Meyer Rojas, Deborah L. McGuinness
Leveraging Clinical Context for User-Centered Explainability: A Diabetes Use Case. CoRR (2021)
Ishita Padhiar, Oshani Seneviratne, Shruthi Chari, Daniel M. Gruen, Deborah L. McGuinness
Semantic Modeling for Food Recommendation Explanations. CoRR (2021)
Shruthi Chari, Prithwish Chakraborty, Oshani Seneviratne, Mohamed F. Ghalwash, Daniel M. Gruen, Daby Sow, Deborah L. McGuinness
Towards Clinically Relevant Explanations for Type-2 Diabetes Risk Prediction with the Explanation Ontology. AMIA (2021)
Shruthi Chari, Oshani Seneviratne, Daniel M. Gruen, Morgan A. Foreman, Amar K. Das, Deborah L. McGuinness
Explanation Ontology in Action: A Clinical Use-Case. CoRR (2020)
Shruthi Chari, Oshani Seneviratne, Daniel M. Gruen, Morgan A. Foreman, Amar K. Das, Deborah L. McGuinness
Explanation Ontology: A Model of Explanations for User-Centered AI. ISWC (2) (2020)
Q. Vera Liao, Daniel M. Gruen, Sarah Miller
Questioning the AI: Informing Design Practices for Explainable AI User Experiences. CHI (2020)
Jay D. S. Franklin, Shruthi Chari, Morgan Foreman, Oshani Seneviratne, Daniel M. Gruen, Jamie P. McCusker, Amar K. Das, Deborah L. McGuinness
Knowledge Extraction of Cohort Characteristics in Research Publications. AMIA (2020)
Shruthi Chari, Oshani Seneviratne, Daniel M. Gruen, Morgan A. Foreman, Amar K. Das, Deborah L. McGuinness
Explanation Ontology: A Model of Explanations for User-Centered AI. CoRR (2020)
Shruthi Chari, Oshani Seneviratne, Daniel M. Gruen, Morgan A. Foreman, Amar K. Das, Deborah L. McGuinness
Explanation Ontology in Action: A Clinical Use-Case. ISWC (Demos/Industry) (2020)
Shruthi Chari, Daniel M. Gruen, Oshani Seneviratne, Deborah L. McGuinness
Foundations of Explainable Knowledge-Enabled Systems. CoRR (2020)
Q. Vera Liao, Daniel M. Gruen, Sarah Miller
Questioning the AI: Informing Design Practices for Explainable AI User Experiences. CoRR (2020)
Shruthi Chari, Daniel M. Gruen, Oshani Seneviratne, Deborah L. McGuinness
Directions for Explainable Knowledge-Enabled Systems. CoRR (2020)
Shari Trewin, Sara H. Basson, Michael J. Muller, Stacy M. Branham, Jutta Treviranus, Daniel M. Gruen, Daniel Hebert, Natalia Lyckowski, Erich Manser
Considerations for AI fairness for people with disabilities. AI Matters 5 (3) (2019)
Anuradha Bhamidipaty, Daniel M. Gruen, Justin Platz, John Vergo
Cognitive company discovery. RecSys (2018)
Murtaza Dhuliawala, Nicholas Fay, Daniel M. Gruen, Amar K. Das
What Happens When?: Interpreting Schedule of Activity Tables in Clinical Trial Documents. BCB (2018)
Robert G. Farrell, Jonathan Lenchner, Jeffrey O. Kephart, Alan M. Webb, Michael J. Muller, Thomas D. Erikson, David O. Melville, Rachel K. E. Bellamy, Daniel M. Gruen, Jonathan H. Connell, Danny Soroker, Andy Aaron, Shari Trewin, Maryam Ashoori, Jason B. Ellis, Brian P. Gaucher, Dario Gil
Symbiotic Cognitive Computing. AI Mag. 37 (3) (2016)
Susanne Hupfer, Michael J. Muller, Stephen E. Levy, Daniel M. Gruen, Andrew Sempere, Steven I. Ross, Reid Priedhorsky
MoCoMapps: mobile collaborative map-based applications. CSCW (Companion) (2012)
Kate Ehrlich, Susanna E. Kirk, John F. Patterson, Jamie C. Rasmussen, Steven I. Ross, Daniel M. Gruen
Taking advice from intelligent systems: the double-edged sword of explanations. IUI (2011)
Jamie C. Rasmussen, Kate Ehrlich, Steven I. Ross, Susanna E. Kirk, Daniel M. Gruen, John F. Patterson
Nimble cybersecurity incident management through visualization and defensible recommendations. VizSEC (2010)
Marian Dörk, Daniel M. Gruen, Carey Williamson, Sheelagh Carpendale
A Visual Backchannel for Large-Scale Events. IEEE Trans. Vis. Comput. Graph. 16 (6) (2010)
Susanne Hupfer, Steven I. Ross, Jamie C. Rasmussen, James E. Christensen, Stephen E. Levy, Daniel M. Gruen, John F. Patterson
Crafting an environment for collaborative reasoning. IUI (2009)
Jiahui Liu, Daniel M. Gruen
Between ontology and folksonomy: a study of collaborative and implicit ontology evolution. IUI (2008)
Daniel M. Gruen, Jamie C. Rasmussen, Jiahui Liu, Susanne Hupfer, Steven I. Ross
Collaborative Reasoning and Collaborative Ontology Development in CRAFT. AAAI Spring Symposium: Symbiotic Relationships between Semantic Web and Knowledge Engineering (2008)
A. W. Rivadeneira, Daniel M. Gruen, Michael J. Muller, David R. Millen
Getting our head in the clouds: toward evaluation studies of tagclouds. CHI (2007)
Martin Wattenberg, Steven L. Rohall, Daniel M. Gruen, Bernard Kerr
E-Mail Research: Targeting the Enterprise. Hum. Comput. Interact. 20 (1-2) (2005)
Michael J. Muller, Daniel M. Gruen
Working Together Inside an Emailbox. ECSCW (2005)