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Dimensions of Commonsense Knowledge

Jan 12, 2021
Filip Ilievski, Alessandro Oltramari, Kaixin Ma, Bin Zhang, Deborah L. McGuinness, Pedro Szekely


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Exploring and Analyzing Machine Commonsense Benchmarks

Dec 21, 2020
Henrique Santos, Minor Gordon, Zhicheng Liang, Gretchen Forbush, Deborah L. McGuinness

* Commonsense Knowledge Graphs Workshop 2021 (CSKGs) @AAAI-21 

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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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Making Study Populations Visible through Knowledge Graphs

Jul 09, 2019
Shruthi Chari, Miao Qi, Nkcheniyere N. Agu, Oshani Seneviratne, James P. McCusker, Kristin P. Bennett, Amar K. Das, Deborah L. McGuinness

* 16 pages, 4 figures, 1 table, accepted to the ISWC 2019 Resources Track (https://iswc2019.semanticweb.org/call-for-resources-track-papers/

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Semantically-aware population health risk analyses

Nov 27, 2018
Alexander New, Sabbir M. Rashid, John S. Erickson, Deborah L. McGuinness, Kristin P. Bennett

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:cs/0101200 

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Seq2RDF: An end-to-end application for deriving Triples from Natural Language Text

Aug 08, 2018
Yue Liu, Tongtao Zhang, Zhicheng Liang, Heng Ji, Deborah L. McGuinness

* Proceedings of the 17th International Semantic Web Conference P&D 

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Knowledge Integration for Disease Characterization: A Breast Cancer Example

Jul 20, 2018
Oshani Seneviratne, Sabbir M. Rashid, Shruthi Chari, James P. McCusker, Kristin P. Bennett, James A. Hendler, Deborah L. McGuinness

* International Semantic Web Conference (Resource Track) 

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Exploiting Task-Oriented Resources to Learn Word Embeddings for Clinical Abbreviation Expansion

Apr 11, 2018
Yue Liu, Tao Ge, Kusum S. Mathews, Heng Ji, Deborah L. McGuinness

* Proceedings of BioNLP 15 

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From Data to City Indicators: A Knowledge Graph for Supporting Automatic Generation of Dashboards

Apr 06, 2017
Henrique Santos, Victor Dantas, Vasco Furtado, Paulo Pinheiro, Deborah L. McGuinness

* Accepted at the 14th Extended Semantic Web Conference (ESWC 2017) 

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Human-Aware Sensor Network Ontology: Semantic Support for Empirical Data Collection

Apr 06, 2017
Paulo Pinheiro, Deborah L. McGuinness, Henrique Santos

* In Proceedings of the 5th Workshop on Linked Science 2015 - Best Practices and the Road Ahead (LISC 2015) 

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Contextual Data Collection for Smart Cities

Apr 06, 2017
Henrique Santos, Vasco Furtado, Paulo Pinheiro, Deborah L. McGuinness

* In Proceedings of the 6th Workshop on Semantics for Smarter Cities (S4SC 2015), Bethlehem, PA, USA, October 11-12, 2015 

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