2026 Mark T. Keane: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	50	5628	5468	18	17	190	9908

Overview

Mark T. Keane is affiliated with University College Dublin in Ireland. Their primary field of study is Computer Science, with a focus on Artificial Intelligence. They have published extensively, contributing 74 publications in Computer Science and 67 specifically within Artificial Intelligence.

Their subfields of study include Artificial Intelligence, Information Systems and Management, Signal Processing, Health Informatics, and Safety Research. The main research topics covered in their work are:

Explainable Artificial Intelligence (XAI)
Adversarial Robustness in Machine Learning
Anomaly Detection Techniques and Applications
Scientific Computing and Data Management
Imbalanced Data Classification Techniques
Artificial Intelligence in Healthcare and Education
Machine Learning in Healthcare

Among their recent papers are:

"Explaining black-box classifiers using post-hoc explanations-by-example: The effect of explanations and error-rates in XAI user studies," 2021, Artificial Intelligence
"Predicting livestock behaviour using accelerometers: A systematic review of processing techniques for ruminant behaviour prediction from raw accelerometer data," 2021, Computers and Electronics in Agriculture
"On Generating Plausible Counterfactual and Semi-Factual Explanations for Deep Learning," 2021, Proceedings of the AAAI Conference on Artificial Intelligence
"Solving the class imbalance problem using a counterfactual method for data augmentation," 2022, Machine Learning with Applications
"Explaining Deep Learning using examples: Optimal feature weighting methods for twin systems using post-hoc, explanation-by-example in XAI," 2021, Knowledge-Based Systems

Frequent coauthors in their work include:

Eoin M. Kenny
Eoin Delaney
Derek Greene
Barry Smyth
Michael W. Eysenck

The most common publication venues for their work are:

arXiv (Cornell University)
Lecture Notes in Computer Science
Artificial Intelligence
Computers and Electronics in Agriculture
Proceedings of the AAAI Conference on Artificial Intelligence

In addition to journal articles and conference papers, Mark T. Keane has a book publication titled "Cognitive Psychology," published in 2020 by Psychology Press eBooks.

Best Publications

Conditionals: A Theory of Meaning, Pragmatics, and Inference

Philip Johnson-Laird;Ruth M. J. Byrne

1145
Citations
Retrieval, reuse, revision and retention in case-based reasoning

Ramon Lopez De Mantaras;David McSherry;Derek Bridge;David Leake

821
Citations
An assessment of tag presentation techniques

Martin J. Halvey;Mark T. Keane

429
Citations
Efficient creativity: Constraint-guided conceptual combination.

Fintan J. Costello;Mark T. Keane

422
Citations
Remembering to forget: a competence-preserving case deletion policy for case-based reasoning systems

Barry Smyth;Mark T. Keane

361
Citations
Analogical problem solving

Mark T. Keane

360
Citations
Constraints on Analogical Mapping: A Comparison of Three Models

Mark T. Keane;Tim Ledgeway;Stuart Duff

350
Citations
WWW '07: Proceedings of the 16th international conference on World Wide Web

Martin J Halvey;Mark T Keane

306
Citations
On Retrieving Analogues When Solving Problems

Mark Keane

298
Citations
Cognitive Psychology : A Student’ Handbook

Michael W. Eysenck;Mark T. Keane

290
Citations
Adaptation-guided retrieval: questioning the similarity assumption in reasoning

Barry Smyth;Mark T. Keane

257
Citations
Learning Adaptation Rules from a Case-Base

Kathleen Hanney;Mark T. Keane

213
Citations
Are people biased in their use of search engines

Mark T. Keane;Maeve O'Brien;Barry Smyth

202
Citations
Explaining black-box classifiers using post-hoc explanations-by-example: The effect of explanations and error-rates in XAI user studies

Eoin M. Kenny;Courtney Ford;Molly S. Quinn;Mark T. Keane

185
Citations
Efficient creativity: constraint-guided conceptual combination

Unknown

173
Citations
Retrieving Adaptable Cases: The Role of Adaptation Knowledge in Case Retrieval

Barry Smyth;Mark T. Keane

163
Citations
On drawing analogies when solving problems: A theory and test of solution generation in an analogical problem-solving task

Mark Keane

149
Citations
A model of plausibility

Louise Connell;Mark T. Keane

141
Citations
Advances in the Psychology of Thinking

Mark T. Keane;K. J. Gilhooly

137
Citations
Exploring social dynamics in online media sharing

Martin J. Halvey;Mark T. Keane

133
Citations
If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques

Mark T. Keane;Eoin M. Kenny;Eoin Delaney;Barry Smyth

89
Citations
Innovation networks

Petra Ahrweiler;Mark T. Keane

22
Citations

Frequent Co-Authors

Barry Smyth University College Dublin

Michael W. Eysenck Royal Holloway University of London

Pádraig Cunningham University College Dublin

Laurence Shalloo Teagasc - The Irish Agriculture and Food Development Authority

Michael O'Donovan Teagasc - The Irish Agriculture and Food Development Authority

Arthur B. Markman The University of Texas at Austin

Michael P. Kaschak Florida State University

Jenny R. Saffran University of Wisconsin–Madison

Jonathan Cagan Carnegie Mellon University

Boi Faltings École Polytechnique Fédérale de Lausanne

External Links

Wikipedia of Mark T. Keane Personal website of Mark T. Keane

If you think any of the details on this page are incorrect, let us know.

Related Online Degrees & Career Pathways

Exploring online education opens up flexible pathways for students interested in Computer Science and related fields. For those looking to start their journey, an affordable online bachelor's degree can provide a cost-effective entry point to the tech industry, with many programs emphasizing computer science fundamentals.

Students seeking a more specialized route may consider various online engineering degree programs. These enable learners to focus on subjects such as software engineering or computer engineering, which closely relate to core computer science concepts.

For professionals aiming to advance into leadership roles within technology, online executive mba programs offer the chance to combine management expertise with a strong technical foundation, broadening career prospects in both technical and business domains.

Additionally, fields like data management and digital resources are becoming increasingly important. Pursuing online mlis programs can empower graduates with skills in information science, which often overlaps with computer science in specialized career pathways.