Mark T. Keane
Orcid: 0000-0001-7630-9598Affiliations:
- University College Dublin, Ireland
According to our database1,
Mark T. Keane
authored at least 121 papers
between 1987 and 2024.
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Bibliography
2024
A Hybrid Model that Combines Machine Learning and Mechanistic Models for Useful Grass Growth Prediction.
Comput. Electron. Agric., 2024
Explaining Multiple Instances Counterfactually:User Tests of Group-Counterfactuals for XAI.
Proceedings of the Case-Based Reasoning Research and Development, 2024
Even-Ifs from If-Onlys: Are the Best Semi-factual Explanations Found Using Counterfactuals as Guides?
Proceedings of the Case-Based Reasoning Research and Development, 2024
Testing Most Distant Neighbor (MDN) Variants for Semi-Factual Explanations in XAI (short paper).
Proceedings of the Workshops at the 32nd International Conference on Case-Based Reasoning (ICCBR-WS 2024) co-located with the 32nd International Conference on Case-Based Reasoning (ICCBR 2024), 2024
Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ (Abstract Reprint).
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Counterfactual explanations for misclassified images: How human and machine explanations differ.
Artif. Intell., November, 2023
Explaining Groups of Instances Counterfactually for XAI: A Use Case, Algorithm and User Study for Group-Counterfactuals.
CoRR, 2023
Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
2022
Predicting livestock behaviour using accelerometers: A systematic review of processing techniques for ruminant behaviour prediction from raw accelerometer data.
Comput. Electron. Agric., 2022
Features of Explainability: How users understand counterfactual and causal explanations for categorical and continuous features in XAI.
Proceedings of the Workshop on Cognitive Aspects of Knowledge Representation co-located with the 31st international join conference on artificial intelligence (IJCAI-ECAI 2022), 2022
Explaining Classifications to Non-experts: An XAI User Study of Post-Hoc Explanations for a Classifier When People Lack Expertise.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022
"Better" Counterfactuals, Ones People Can Understand: Psychologically-Plausible Case-Based Counterfactuals Using Categorical Features for Explainable AI (XAI).
Proceedings of the Case-Based Reasoning Research and Development, 2022
A Few Good Counterfactuals: Generating Interpretable, Plausible and Diverse Counterfactual Explanations.
Proceedings of the Case-Based Reasoning Research and Development, 2022
Forecasting for Sustainable Dairy Produce: Enhanced Long-Term, Milk-Supply Forecasting Using k-NN for Data Augmentation, with Prefactual Explanations for XAI.
Proceedings of the Case-Based Reasoning Research and Development, 2022
Proceedings of the AIES '22: AAAI/ACM Conference on AI, Ethics, and Society, Oxford, United Kingdom, May 19, 2022
2021
Explaining Deep Learning using examples: Optimal feature weighting methods for twin systems using post-hoc, explanation-by-example in XAI.
Knowl. Based Syst., 2021
Solving the Class Imbalance Problem Using a Counterfactual Method for Data Augmentation.
CoRR, 2021
Uncertainty Estimation and Out-of-Distribution Detection for Counterfactual Explanations: Pitfalls and Solutions.
CoRR, 2021
Twin Systems for DeepCBR: A Menagerie of Deep Learning and Case-Based Reasoning Pairings for Explanation and Data Augmentation.
CoRR, 2021
Predicting Illness for a Sustainable Dairy Agriculture: Predicting and Explaining the Onset of Mastitis in Dairy Cows.
CoRR, 2021
Explaining black-box classifiers using <i>post-hoc</i> explanations-by-example: The effect of explanations and error-rates in XAI user studies.
Artif. Intell., 2021
If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Handling Climate Change Using Counterfactuals: Using Counterfactuals in Data Augmentation to Predict Crop Growth in an Uncertain Climate Future.
Proceedings of the Case-Based Reasoning Research and Development, 2021
Proceedings of the Case-Based Reasoning Research and Development, 2021
Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021
Proceedings of the 29th Irish Conference on Artificial Intelligence and Cognitive Science 2021, 2021
On Generating Plausible Counterfactual and Semi-Factual Explanations for Deep Learning.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Play MNIST For Me! User Studies on the Effects of Post-Hoc, Example-Based Explanations & Error Rates on Debugging a Deep Learning, Black-Box Classifier.
CoRR, 2020
Bayesian Case-Exclusion and Personalized Explanations for Sustainable Dairy Farming (Extended Abstract).
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Post-hoc Explanation Options for XAI in Deep Learning: The Insight Centre for Data Analytics Perspective.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
Good Counterfactuals and Where to Find Them: A Case-Based Technique for Generating Counterfactuals for Explainable AI (XAI).
Proceedings of the Case-Based Reasoning Research and Development, 2020
2019
Editors' Introduction and Review: An Appraisal of Surprise: Tracing the Threads That Stitch It Together.
Top. Cogn. Sci., 2019
Top. Cogn. Sci., 2019
The Role of Surprise in Learning: Different Surprising Outcomes Affect Memorability Differentially.
Top. Cogn. Sci., 2019
IEEE Trans. Emerg. Top. Comput. Intell., 2019
Patterns in language: Text analysis of government reports on the Irish industrial school system with word embedding.
Digit. Scholarsh. Humanit., 2019
The Twin-System Approach as One Generic Solution for XAI: An Overview of ANN-CBR Twins for Explaining Deep Learning.
CoRR, 2019
The Unexpected Unexpected and the Expected Unexpected: How People's Conception of the Unexpected is Not That Unexpected.
CoRR, 2019
How Case Based Reasoning Explained Neural Networks: An XAI Survey of Post-Hoc Explanation-by-Example in ANN-CBR Twins.
CoRR, 2019
Twin-Systems to Explain Artificial Neural Networks using Case-Based Reasoning: Comparative Tests of Feature-Weighting Methods in ANN-CBR Twins for XAI.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Predicting Grass Growth for Sustainable Dairy Farming: A CBR System Using Bayesian Case-Exclusion and Post-Hoc, Personalized Explanation-by-Example (XAI).
Proceedings of the Case-Based Reasoning Research and Development, 2019
How Case-Based Reasoning Explains Neural Networks: A Theoretical Analysis of XAI Using Post-Hoc Explanation-by-Example from a Survey of ANN-CBR Twin-Systems.
Proceedings of the Case-Based Reasoning Research and Development, 2019
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019
2018
Comput. Sci. Rev., 2018
Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization, 2018
Industrial Memories: Exploring the Findings of Government Inquiries with Neural Word Embedding and Machine Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018
[Poster] Using an Industry-Ready AR HMD on a Real Maintenance Task: AR Benefits Performance on Certain Task Steps More Than Others.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2018
2017
J. Web Sci., 2017
CoRR, 2017
Helping News Editors Write Better Headlines: A Recommender to Improve the Keyword Contents & Shareability of News Headlines.
CoRR, 2017
MAAP Annotate: When archaeology meets augmented reality for annotation of megalithic art.
Proceedings of the 23rd International Conference on Virtual System & Multimedia, 2017
Proceedings of the Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, 2017
Proceedings of the 21st International Conference Information Visualisation, 2017
Mining the Cultural Memory of Irish Industrial Schools Using Word Embedding and Text Classification.
Proceedings of the 12th Annual International Conference of the Alliance of Digital Humanities Organizations, 2017
2016
Proceedings of the 8th ACM Conference on Web Science, 2016
2015
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015
2014
It's distributions all the way down!: Second order changes in statistical distributions also occur.
CoRR, 2014
Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014
2013
Cognitive Residues of Similarity: After-Effects of Similarity Computations in Visual Search.
Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013
A Computational Theory of Subjective Probability [Featuring a Proof that the Conjunction Effect is not a Fallacy].
Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013
Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013
2012
Proceedings of the Third International Conference on Computational Creativity, 2012
Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012
2011
Proceedings of the IJCAI 2011, 2011
Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011
Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011
2008
2007
Proceedings of the 16th International Conference on World Wide Web, 2007
Proceedings of the 16th International Conference on World Wide Web, 2007
Proceedings of the 12th International Conference on Intelligent User Interfaces, 2007
Proceedings of the IJCAI 2007, 2007
2006
New Gener. Comput., 2006
Proceedings of the 15th international conference on World Wide Web, 2006
Proceedings of the 15th international conference on World Wide Web, 2006
Proceedings of the 2006 International Cross-Disciplinary Workshop on Web Accessibility (W4A 2006): Building the mobile web: rediscovering accessibility? Edinburgh, 2006
Proceedings of the 2006 Conference on Human Factors in Computing Systems, 2006
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2006
2005
Knowl. Eng. Rev., 2005
J. Adv. Comput. Intell. Intell. Informatics, 2005
Proceedings of the 14th international conference on World Wide Web, 2005
Time Based Segmentation of Log Data for User Navigation Prediction in Personalization.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005
Proceedings of the Applications and Innovations in Intelligent Systems XIII, 2005
Birds of a Feather Surf Together: Using Clustering Methods to Improve Navigation Prediction from Internet Log Files.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
Proceedings of the Advances in Information Retrieval, 2005
2004
Role Swapping in Multi-Agent Sensor Webs.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004
Modelling the Interpretation of Novel Compounds.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004
2001
Hierarchical Case-Based Reasoning Integrating Case-Based and Decompositional Problem-Solving Techniques for Plant-Control Software Design.
IEEE Trans. Knowl. Data Eng., 2001
Dynamic similarity: a processing perspective on similarity.
Proceedings of the Similarity and Categorization., 2001
2000
1998
Artif. Intell., 1998
1997
Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, 1997
Proceedings of the Case-Based Reasoning Research and Development, 1997
1996
Knowl. Based Syst., 1996
Proceedings of the Advances in Case-Based Reasoning, Third European Workshop, 1996
1995
Remembering To Forget: A Competence-Preserving Case Deletion Policy for Case-Based Reasoning Systems.
Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995
Proceedings of the Case-Based Reasoning Research and Development, 1995
Proceedings of the Case-Based Reasoning Research and Development, 1995
Proceedings of the Case-Based Reasoning Research and Development, 1995
1994
Effective retrieval in Hospital Information Systems: the use of context in answering queries to Patient Discharge Summaries.
Artif. Intell. Medicine, 1994
1993
Proceedings of the Topics in Case-Based Reasoning, First European Workshop, 1993
Proceedings of the Topics in Case-Based Reasoning, First European Workshop, 1993
1992
Conceptual Scaffolding: A Spatially Founded Meaning Representation for Metaphor Comprehension.
Comput. Intell., 1992
Conceptual Scaffolding: Using Metaphors to Build Knowledge Structures.
Proceedings of the 10th European Conference on Artificial Intelligence, 1992
1988
The Incremental Analogy Machine: A Computational Model of Analogy.
Proceedings of the Third European Working Session on Learning, 1988
Where's the Beef? The Absence of Pragmatic Factors in Pragmatic Theories of Analogy.
Proceedings of the 8th European Conference on Artificial Intelligence, 1988
1987
Preliminary Analysis for Design.
Proceedings of the People and Computers III, 1987