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ORCIDDan Gruen
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- affiliation: IBM Thomas J. Watson Research Center, Yorktown Heights, USA
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Journal Articles
- 2023
[j8]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: 102498 (2023)- 2019
- [j7]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): 40-63 (2019) - 2016
- [j6]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): 81-93 (2016) - 2010
- [j5]Marian Dörk, Daniel M. Gruen, Carey Williamson, Sheelagh Carpendale:
A Visual Backchannel for Large-Scale Events. IEEE Trans. Vis. Comput. Graph. 16(6): 1129-1138 (2010) - 2006
- [j4]Paul Moody, Dan Gruen, Michael J. Muller, John C. Tang, Thomas P. Moran:
Business activity patterns: A new model for collaborative business applications. IBM Syst. J. 45(4): 683-694 (2006) - 2005
- [j3]Martin Wattenberg, Steven L. Rohall, Daniel M. Gruen, Bernard Kerr:
E-Mail Research: Targeting the Enterprise. Hum. Comput. Interact. 20(1-2): 139-162 (2005) - 2002
- [j2]Dan Gruen, Thyra L. Rauch, Sarah Redpath, Stefan Ruettinger:
The Use of Stories in User Experience Design. Int. J. Hum. Comput. Interact. 14(3-4): 503-534 (2002) - 1999
- [j1]Kamal Ayad, Mark Day, Steve Foley, Dan Gruen, Steven L. Rohall, Quinton Zondervan:
Pagers, Pilots and Prairie Dog: Awareness via Handheld Devices. Pers. Ubiquitous Comput. 3(1/2): 8-12 (1999)
Conference and Workshop Papers
- 2023
- [c26]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: 390-407 - 2021
- [c25]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 - [c24]Ishita Padhiar, Oshani Seneviratne, Shruthi Chari, Dan Gruen, Deborah L. McGuinness:
Semantic Modeling for Food Recommendation Explanations. ICDE Workshops 2021: 13-19 - [c23]Sola S. Shirai, Oshani Seneviratne, Ching-Hua Chen, Daniel M. Gruen, Deborah L. McGuinness:
Healthy Food Recommendation and Explanation Generation using a Semantically-Enabled Framework. ISWC (Posters/Demos/Industry) 2021 - 2020
- [c22]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 - [c21]Miao Qi, Owen Cahan, Morgan Foreman, Daniel M. Gruen, Amar K. Das, Kristin P. Bennett:
Visualizing Inequities in Clinical Trials using ML Fairness Metrics. AMIA 2020 - [c20]Q. Vera Liao, Daniel M. Gruen, Sarah Miller:
Questioning the AI: Informing Design Practices for Explainable AI User Experiences. CHI 2020: 1-15 - [c19]Prithwish Chakraborty, Bum Chul Kwon, Sanjoy Dey, Amit Dhurandhar, Daniel M. Gruen, Kenney Ng, Daby Sow, Kush R. Varshney:
Tutorial on Human-Centered Explainability for Healthcare. KDD 2020: 3547-3548 - [c18]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: 228-243 - [c17]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: 290-295 - [c16]Nidhi Rastogi, Oshani Seneviratne, Dan Gruen, Ching-Hua Chen, Yu Chen, Jon Harris, Diya Li, Ananya Subburathinam, Ruisi Jian, Megan Goulet, Yuheng Zhou, Osama Minhas, Jared Okun, Aaron Hill:
Applying Learning and Semantics for Personalized Food Recommendations. ISWC (Demos/Industry) 2020: 305-310 - 2018
- [c15]Murtaza Dhuliawala, Nicholas Fay, Daniel M. Gruen, Amar K. Das:
What Happens When?: Interpreting Schedule of Activity Tables in Clinical Trial Documents. BCB 2018: 301-306 - [c14]Anuradha Bhamidipaty, Daniel M. Gruen, Justin Platz, John Vergo:
Cognitive company discovery. RecSys 2018: 508-509 - 2014
- [c13]Eric P. S. Baumer, June Ahn, Mei Bie, Elizabeth M. Bonsignore, Ahmet Börütecene, Oguz Turan Buruk, Tamara L. Clegg, Allison Druin, Florian Echtler, Dan Gruen, Mona Leigh Guha, Chelsea Hordatt, Antonio Krüger, Shachar Maidenbaum, Meethu Malu, Brenna McNally, Michael J. Muller, Leyla Norooz, Juliet Norton, Oguzhan Özcan, Donald J. Patterson, Andreas Riener, Steven I. Ross, Karen Rust, Johannes Schöning, M. Six Silberman, Bill Tomlinson, Jason C. Yip:
CHI 2039: speculative research visions. CHI Extended Abstracts 2014: 761-770 - 2012
- [c12]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: 43-44 - 2011
- [c11]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: 125-134 - 2010
- [c10]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: 102-113 - 2009
- [c9]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: 379-382 - 2008
- [c8]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: 51-58 - [c7]Jiahui Liu, Daniel M. Gruen:
Between ontology and folksonomy: a study of collaborative and implicit ontology evolution. IUI 2008: 361-364 - 2007
- [c6]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: 995-998 - 2005
- [c5]Michael J. Muller, Daniel M. Gruen:
Working Together Inside an Emailbox. ECSCW 2005: 103-122 - 2004
- [c4]Steven L. Rohall, Dan Gruen, Paul Moody, Martin Wattenberg, Mia K. Stern, Bernard Kerr, Bob Stachel, Kushal Dave, Robert Armes, Eric Wilcox:
ReMail: a reinvented email prototype. CHI Extended Abstracts 2004: 791-792 - [c3]Dan Gruen, Steven L. Rohall, Suzanne O. Minassian, Bernard Kerr, Paul Moody, Bob Stachel, Martin Wattenberg, Eric Wilcox:
Lessons from the reMail prototypes. CSCW 2004: 152-161 - 2000
- [c2]Dan Gruen:
Stories and Storytelling in the Design of Interactive Systems. Symposium on Designing Interactive Systems 2000: 446-447 - 1999
- [c1]Dan Gruen, Candy L. Sidner, Carolyn Boettner, Charles Rich:
A collaborative assistant for email. CHI Extended Abstracts 1999: 196-197
Parts in Books or Collections
- 2020
- [p2]Shruthi Chari, Daniel M. Gruen, Oshani Seneviratne, Deborah L. McGuinness:
Foundations of Explainable Knowledge-Enabled Systems. Knowledge Graphs for eXplainable Artificial Intelligence 2020: 23-48 - [p1]Shruthi Chari, Daniel M. Gruen, Oshani Seneviratne, Deborah L. McGuinness:
Directions for Explainable Knowledge-Enabled Systems. Knowledge Graphs for eXplainable Artificial Intelligence 2020: 245-261
Editorship
- 2004
- [e1]David Benyon, Paul Moody, Dan Gruen, Irene McAra-McWilliam:
Proceedings of the Conference on Designing Interactive Systems: Processes, Practices, Methods, and Techniques, Cambridge, MA, USA, August 1-4, 2004. ACM 2004, ISBN 1-58113-787-7 [contents]
Informal and Other Publications
- 2023
- [i8]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 abs/2302.05752 (2023) - 2021
- [i7]Ishita Padhiar, Oshani Seneviratne, Shruthi Chari, Daniel M. Gruen, Deborah L. McGuinness:
Semantic Modeling for Food Recommendation Explanations. CoRR abs/2105.01269 (2021) - [i6]Shruthi Chari, Prithwish Chakraborty, Mohamed F. Ghalwash, Oshani Seneviratne, Elif K. Eyigöz, Daniel M. Gruen, Fernando J. Suarez Saiz, Ching-Hua Chen, Pablo Meyer Rojas, Deborah L. McGuinness:
Leveraging Clinical Context for User-Centered Explainability: A Diabetes Use Case. CoRR abs/2107.02359 (2021) - 2020
- [i5]Q. Vera Liao, Daniel M. Gruen, Sarah Miller:
Questioning the AI: Informing Design Practices for Explainable AI User Experiences. CoRR abs/2001.02478 (2020) - [i4]Shruthi Chari, Daniel M. Gruen, Oshani Seneviratne, Deborah L. McGuinness:
Foundations of Explainable Knowledge-Enabled Systems. CoRR abs/2003.07520 (2020) - [i3]Shruthi Chari, Daniel M. Gruen, Oshani Seneviratne, Deborah L. McGuinness:
Directions for Explainable Knowledge-Enabled Systems. CoRR abs/2003.07523 (2020) - [i2]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 abs/2010.01478 (2020) - [i1]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 abs/2010.01479 (2020)
Coauthor Index
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