Dónal Doyle
Statistical and Nonlinear Physics · 2003–2010
A researcher in the Science corpus: 5 papers; trusts 12 researchers and is trusted by 12 researchers here, as inferred from the citation graph.
Subfields
- Statistical and Nonlinear Physics — 11 citations into it; #7,958 of 10,127 by trust here, #8,981 by citations
- Artificial Intelligence — 8 citations into it; #12,608 of 35,345 by trust here, #16,166 by citations
- Molecular Biology — 5 citations into it
Whom Dónal Doyle trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Marek J Druzdzel
- Agnar Aamodt
- Padraig Cunningham
- J. Ross Quinlan
- Conor Nugent
- Andrea Lancichinetti
- William R. Swartout
- Johanna D. Moore
- Alison Cawsey
- Sitaram Asur
Who trusts Dónal Doyle overall
- Conor Nugent
- Mark T. Keane
- Nava Tintarev
- Khalil Muhammad
- Beidou Wang
- Padraig Cunningham
- Eoin M. Kenny
- Or Biran
- Punam Bedi
- David B. Leake
Papers from Dónal Doyle's perspective
Ordered by how strongly the researchers Dónal Doyle trusts endorse each paper. Same corpus, a different order for every researcher.
- XPLAIN: A System for Creating and Explaining Expert Consulting Programs
- Explanation in Case-Based Reasoning–Perspectives and Goals
- A Case-Based Explanation System for Black-Box Systems
- The Epistemology of a Rule-Based Expert System - A Framework for Explanation
- Fast unfolding of communities in large networks
- Evolutionary clustering (Knowledge Discovery and Data Mining)
- Case-Based Reasoning: Foundational Issues, Methodological Variations, and System Approaches
- Evolutionary spectral clustering by incorporating temporal smoothness (Knowledge Discovery and Data Mining)
- C4.5: Programs for Machine Learning
- A framework for community identification in dynamic social networks (Knowledge Discovery and Data Mining)
Their papers
- Tracking the Evolution of Communities in Dynamic Social Networks (2010) — 547 citations
- Gaining insight through case-based explanation (2009) — 59 citations
- Explanation Oriented Retrieval (2004) — 89 citations
- An Evaluation of the Usefulness of Case-Based Explanation (2003) — 136 citations
- A Review of Explanation and Explanation in Case-Based Reasoning (2003) — 62 citations