Dónal Doyle
Impact in
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- Complex Network Analysis Techniques
- Opinion Dynamics and Social Influence
- Artificial Intelligence top 10%
- Explainable Artificial Intelligence (XAI)
- AI-based Problem Solving and Planning
- Advanced Graph Neural Networks
Papers in
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- AI-based Problem Solving and Planning 6
- Semantic Web and Ontologies 3
- Bayesian Modeling and Causal Inference 2
- Explainable Artificial Intelligence (XAI) 2
- Advanced Text Analysis Techniques 1
- Topic Modeling 1
- Co-authors
- Pádraig Cunningham (7 shared papers)Derek Greene (1 shared paper)Paul Walsh (3 shared papers)Alexey Tsymbal (1 shared paper)Arie van Deursen (1 shared paper)
- Journals
- Journal of Intelligent Information Systems (1 paper)Computational Intelligence (1 paper)PubMed (1 paper)Arrow@dit (Dublin Institute of Technology) (2 papers)Data Archiving and Networked Services (DANS) (1 paper)
- Partner nations
- IrelandUnited States
In The Last Decade
Dónal Doyle
8 papers receiving 403 citations
Peers
Comparison fields: 5 of 63
- Statistical and Nonlinear Physics 277
- Artificial Intelligence 169
- Transportation 27
- Computer Networks and Communications 93
- Computational Mathematics 2
Countries citing papers authored by Dónal Doyle
This map shows the geographic impact of Dónal Doyle's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Dónal Doyle with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Dónal Doyle more than expected).
Fields of papers citing papers by Dónal Doyle
This network shows the impact of papers produced by Dónal Doyle. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Dónal Doyle. The network helps show where Dónal Doyle may publish in the future.
Co-authors
The 5 scholars most cited alongside Dónal Doyle, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2010 | 329 | |
| 2 | A Review of Explanation and Explanation in Case-Based Reasoning | 2003 | 28 |
| 3 | 2008 | 22 | |
| 4 | 2006 | 19 | |
| 5 | An Evaluation of the Usefulness of Explanation in a CBR System for Decision Support in Bronchiolitis Treatment | 2005 | 16 |
| 6 | A Knowledge-Light Mechanism for Explanation in Case-Based Reasoning | 2005 | 4 |
| 7 | Migrating a domain-specific modeling language to MDA technology | 2006 | 3 |
| 8 | Comparison of the evaluations of a case-based reasoning decision support tool by specialist expert reviewers with those of end users. | 2008 | 2 |
| 9 | The best way to instil confidence is by being right : An evaluation of the effectiveness of case-based explanations in instilling user confidence | 2005 | 1 |
About Dónal Doyle
Dónal Doyle is a scholar working on Artificial Intelligence, Molecular Biology, Management Information Systems, Information Systems and Statistical and Nonlinear Physics, having authored 9 papers that have together received 424 indexed citations. Recurring topics across this work include AI-based Problem Solving and Planning (6 papers), Semantic Web and Ontologies (3 papers), Bayesian Modeling and Causal Inference (2 papers), Explainable Artificial Intelligence (XAI) (2 papers), Business Process Modeling and Analysis (1 paper), Model-Driven Software Engineering Techniques (1 paper), Advanced Text Analysis Techniques (1 paper) and Topic Modeling (1 paper). The work is most often cited by research in Statistical and Nonlinear Physics (277 citations), Artificial Intelligence (169 citations), Transportation (27 citations), Computer Networks and Communications (93 citations) and Computational Mathematics (2 citations). Dónal Doyle has collaborated with scholars based in Ireland and United States. Frequent co-authors include Pádraig Cunningham, Derek Greene, Paul Walsh, Alexey Tsymbal and Arie van Deursen. Their work appears in journals such as Journal of Intelligent Information Systems, Computational Intelligence, PubMed, Arrow@dit (Dublin Institute of Technology) and Data Archiving and Networked Services (DANS).
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.