
Mark T. Keane
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- affiliation: University College Dublin, Ireland
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2020 – today
- 2021
- [j23]Eoin M. Kenny, Courtney Ford, Molly S. Quinn, Mark T. Keane:
Explaining black-box classifiers using post-hoc explanations-by-example: The effect of explanations and error-rates in XAI user studies. Artif. Intell. 294: 103459 (2021) - [i23]Cathal Ryan, Christophe Guéret, Donagh Berry, Medb Corcoran, Mark T. Keane, Brian Mac Namee:
Predicting Illness for a Sustainable Dairy Agriculture: Predicting and Explaining the Onset of Mastitis in Dairy Cows. CoRR abs/2101.02188 (2021) - [i22]Barry Smyth, Mark T. Keane:
A Few Good Counterfactuals: Generating Interpretable, Plausible and Diverse Counterfactual Explanations. CoRR abs/2101.09056 (2021) - [i21]Mark T. Keane, Eoin M. Kenny, Eoin Delaney, Barry Smyth:
If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques. CoRR abs/2103.01035 (2021) - [i20]Mohammed Temraz, Eoin M. Kenny, Elodie Ruelle, Laurence Shalloo, Barry Smyth, Mark T. Keane:
Handling Climate Change Using Counterfactuals: Using Counterfactuals in Data Augmentation to Predict Crop Growth in an Uncertain Climate Future. CoRR abs/2104.04008 (2021) - 2020
- [c57]Mark T. Keane, Barry Smyth:
Good Counterfactuals and Where to Find Them: A Case-Based Technique for Generating Counterfactuals for Explainable AI (XAI). ICCBR 2020: 163-178 - [c56]Eoin M. Kenny, Eoin D. Delaney, Derek Greene, Mark T. Keane:
Post-hoc Explanation Options for XAI in Deep Learning: The Insight Centre for Data Analytics Perspective. ICPR Workshops (3) 2020: 20-34 - [c55]Eoin M. Kenny, Elodie Ruelle, Anne Geoghegan, Laurence Shalloo, Micheál O'Leary, Michael O'Donovan, Mohammed Temraz, Mark T. Keane:
Bayesian Case-Exclusion and Personalized Explanations for Sustainable Dairy Farming (Extended Abstract). IJCAI 2020: 4740-4744 - [e3]Edward Curry, Mark T. Keane, Adegboyega Ojo, Dhaval Salwala:
Proceedings for the 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, Galway, Ireland, December 5-6, 2019. CEUR Workshop Proceedings 2563, CEUR-WS.org 2020 [contents] - [e2]Jer Hayes, Cathal Gurrin, Azzurra Pini, Mark T. Keane:
Proceedings of the Workshop on Applied Deep Generative Networks co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), Santiago de Compostela, Spain, August 29th, 2020. CEUR Workshop Proceedings 2692, CEUR-WS.org 2020 [contents] - [i19]Mark T. Keane, Barry Smyth:
Good Counterfactuals and Where to Find Them: A Case-Based Technique for Generating Counterfactuals for Explainable AI (XAI). CoRR abs/2005.13997 (2020) - [i18]Courtney Ford, Eoin M. Kenny, Mark T. Keane:
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 abs/2009.06349 (2020) - [i17]Eoin M. Kenny, Mark T. Keane:
On Generating Plausible Counterfactual and Semi-Factual Explanations for Deep Learning. CoRR abs/2009.06399 (2020) - [i16]Eoin Delaney, Derek Greene, Mark T. Keane:
Instance-Based Counterfactual Explanations for Time Series Classification. CoRR abs/2009.13211 (2020)
2010 – 2019
- 2019
- [j22]Manish Aggarwal
, Madasu Hanmandlu, Mark T. Keane, Kanad K. Biswas:
Intuitionistic Fuzzy Logit Model of Discrete Choice. IEEE Trans. Emerg. Top. Comput. Intell. 3(1): 85-89 (2019) - [j21]Edward L. Munnich, Meadhbh I. Foster, Mark T. Keane:
Editors' Introduction and Review: An Appraisal of Surprise: Tracing the Threads That Stitch It Together. Top. Cogn. Sci. 11(1): 37-49 (2019) - [j20]Meadhbh I. Foster, Mark T. Keane:
The Role of Surprise in Learning: Different Surprising Outcomes Affect Memorability Differentially. Top. Cogn. Sci. 11(1): 75-87 (2019) - [j19]Phil Maguire, Philippe Moser, Rebecca Maguire
, Mark T. Keane:
Seeing Patterns in Randomness: A Computational Model of Surprise. Top. Cogn. Sci. 11(1): 103-118 (2019) - [c54]Molly S. Quinn, Katherine Campbell, Mark T. Keane:
The Expected Unexpected & Unexpected Unexpected. CogSci 2019: 2627-2633 - [c53]Mark T. Keane, Eoin M. Kenny:
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. ICCBR 2019: 155-171 - [c52]Eoin M. Kenny, Elodie Ruelle, Anne Geoghegan, Laurence Shalloo, Micheál O'Leary, Michael O'Donovan, Mark T. Keane:
Predicting Grass Growth for Sustainable Dairy Farming: A CBR System Using Bayesian Case-Exclusion and Post-Hoc, Personalized Explanation-by-Example (XAI). ICCBR 2019: 172-187 - [c51]Eoin M. Kenny, Mark T. Keane:
Twin-Systems to Explain Artificial Neural Networks using Case-Based Reasoning: Comparative Tests of Feature-Weighting Methods in ANN-CBR Twins for XAI. IJCAI 2019: 2708-2715 - [i15]Conor Kelleher, Mark T. Keane:
Plotting Markson's 'Mistress'. CoRR abs/1905.07185 (2019) - [i14]Mark T. Keane, Eoin M. Kenny:
How Case Based Reasoning Explained Neural Networks: An XAI Survey of Post-Hoc Explanation-by-Example in ANN-CBR Twins. CoRR abs/1905.07186 (2019) - [i13]Molly S. Quinn, Kathleen Campbell, Mark T. Keane:
The Unexpected Unexpected and the Expected Unexpected: How People's Conception of the Unexpected is Not That Unexpected. CoRR abs/1905.08063 (2019) - [i12]Mark T. Keane, Eoin M. Kenny:
The Twin-System Approach as One Generic Solution for XAI: An Overview of ANN-CBR Twins for Explaining Deep Learning. CoRR abs/1905.08069 (2019) - 2018
- [j18]Claudia Orellana-Rodriguez, Mark T. Keane:
Attention to news and its dissemination on Twitter: A survey. Comput. Sci. Rev. 29: 74-94 (2018) - [c50]Andrew Pringle, Abraham G. Campbell, Stefanie Hutka, Alberto Torrasso, Colin Couper, Fabian Strunden, Ján Bajana, Kamil Jastzab, Ralph Croly, Rob Quigley, Ross McKiernan, Paul Sweeney, Mark T. Keane:
[Poster] Using an Industry-Ready AR HMD on a Real Maintenance Task: AR Benefits Performance on Certain Task Steps More Than Others. ISMAR Adjunct 2018: 236-241 - [c49]Susan Leavy
, Emilie Pine, Mark T. Keane:
Industrial Memories: Exploring the Findings of Government Inquiries with Neural Word Embedding and Machine Learning. ECML/PKDD (3) 2018: 687-690 - [c48]Claudia Orellana-Rodriguez, Mark T. Keane:
Modeling and Predicting News Consumption on Twitter. UMAP 2018: 321-329 - 2017
- [j17]Claudia Orellana-Rodriguez, Derek Greene, Mark T. Keane:
Spreading One's Tweets: How Can Journalists Gain Attention for their Tweeted News? J. Web Sci. 3(2): 16-31 (2017) - [c47]Susan Leavy, Emilie Pine, Mark T. Keane:
Mining the Cultural Memory of Irish Industrial Schools Using Word Embedding and Text Classification. DH 2017 - [c46]Maryanne Doyle, Mark T. Keane:
LOOM: Showing the Dynamics of Power Laws in Twitter Data. IV 2017: 140-145 - [c45]Conor Kelleher, Mark T. Keane:
Plotting Markson's "Mistress". LaTeCH@ACL 2017: 33-39 - [c44]Johanna Barbier, Patricia Kenny, Jordan Young, Jean-Marie Normand, Mark T. Keane, Muiris O'Sullivan, Anthony Ventresque
:
MAAP Annotate: When archaeology meets augmented reality for annotation of megalithic art. VSMM 2017: 1-8 - [i11]Terrence Szymanski, Claudia Orellana-Rodriguez, Mark T. Keane:
Helping News Editors Write Better Headlines: A Recommender to Improve the Keyword Contents & Shareability of News Headlines. CoRR abs/1705.09656 (2017) - [i10]Georgiana Ifrim, Derek Greene, Mark T. Keane, Claudia Orellana-Rodriguez, Bichen Shi, Gevorg Poghosyan:
On Supporting Digital Journalism: Case Studies in Co-Designing Journalistic Tools. CoRR abs/1710.05212 (2017) - 2016
- [c43]Claudia Orellana-Rodriguez, Derek Greene, Mark T. Keane:
Spreading the news: how can journalists gain more engagement for their tweets? WebSci 2016: 107-116 - 2015
- [c42]Éva Székely, Mark T. Keane, Julie Carson-Berndsen:
The effect of soft, modal and loud voice levels on entrainment in noisy conditions. INTERSPEECH 2015: 150-154 - 2014
- [c41]Meadhbh Foster, Mark T. Keane, Jeffrey Loewenstein, Phil Maguire, Rebecca Maguire, Ross May, Martin Smith-Rodden, Ivan K. Ash, Edward Munnich, Michael Andrew Ranney:
Triangulating Surprise: Expectations, Uncertainty, and Making Sense. CogSci 2014 - [i9]Mark T. Keane, Aaron Gerow:
It's distributions all the way down!: Second order changes in statistical distributions also occur. CoRR abs/1402.6880 (2014) - [i8]Phil Maguire, Philippe Moser, Rebecca Maguire, Mark T. Keane:
A Computational Theory of Subjective Probability. CoRR abs/1405.6142 (2014) - 2013
- [c40]Meadhbh Foster, Mark T. Keane:
Surprise! You've Got Some Explaining to Do. CogSci 2013 - [c39]Phil Maguire, Philippe Moser, Rebecca Maguire, Mark T. Keane:
A Computational Theory of Subjective Probability [Featuring a Proof that the Conjunction Effect is not a Fallacy]. CogSci 2013 - [c38]Stephanie O'Toole, Mark T. Keane:
Cognitive Residues of Similarity: After-Effects of Similarity Computations in Visual Search. CogSci 2013 - [i7]Mark T. Keane:
Deconstructing analogy. CoRR abs/1308.2119 (2013) - [i6]Petra Ahrweiler, Mark T. Keane:
Innovation networks. CoRR abs/1308.2234 (2013) - [i5]Meadhbh Foster, Mark T. Keane:
Surprise: Youve got some explaining to do. CoRR abs/1308.2236 (2013) - [i4]Stephanie O'Toole, Mark T. Keane:
Cognitive residues of similarity. CoRR abs/1308.2240 (2013) - 2012
- [c37]Martin Sälzle, Mark T. Keane:
Inferring Metaphoric Structure from Financial Articles Using Bayesian Sparse Models. CogSci 2012 - [c36]Diarmuid O'Donoghue, Mark T. Keane:
A Creative Analogy Machine: Results and Challenges. ICCC 2012: 17-24 - [i3]Aaron Gerow, Mark T. Keane:
Mining the Web for the Voice of the Herd to Track Stock Market Bubbles. CoRR abs/1212.2676 (2012) - [i2]Aaron Gerow, Mark T. Keane:
Identifying Metaphor Hierarchies in a Corpus Analysis of Finance Articles. CoRR abs/1212.3138 (2012) - [i1]Aaron Gerow, Mark T. Keane:
Identifying Metaphoric Antonyms in a Corpus Analysis of Finance Articles. CoRR abs/1212.3139 (2012) - 2011
- [c35]Aaron Gerow, Mark T. Keane:
Identifying Metaphor Hierarchies in a Corpus Analysis of Finance Articles. CogSci 2011 - [c34]Aaron Gerow, Mark T. Keane:
Identifying Metaphoric Antonyms in a Corpus Analysis of Finance Articles. CogSci 2011 - [c33]Aaron Gerow, Mark T. Keane:
Mining the Web for the "Voice of the Herd" to Track Stock Market Bubbles. IJCAI 2011: 2244-2249
2000 – 2009
- 2008
- [j16]Mark T. Keane, Maeve O'Brien, Barry Smyth:
Are people biased in their use of search engines? Commun. ACM 51(2): 49-52 (2008) - 2007
- [c32]Martin Halvey, Mark T. Keane:
Analysis of online video search and sharing. Hypertext 2007: 217-226 - [c31]Rónán Mac Ruairi, Mark T. Keane:
An Energy-Efficient, Multi-Agent Sensor Network for Detecting Diffuse Events. IJCAI 2007: 1390-1395 - [c30]Maeve O'Brien, Mark T. Keane:
Modeling user behavior using a search-engine. IUI 2007: 357-360 - [c29]Martin Halvey, Mark T. Keane:
Exploring social dynamics in online media sharing. WWW 2007: 1273-1274 - [c28]Martin Halvey, Mark T. Keane:
An assessment of tag presentation techniques. WWW 2007: 1313-1314 - 2006
- [j15]Martin Halvey
, Mark T. Keane, Barry Smyth:
Mobile web surfing is the same as web surfing. Commun. ACM 49(3): 76-81 (2006) - [j14]Louise Connell
, Mark T. Keane:
A Model of Plausibility. Cogn. Sci. 30(1): 95-120 (2006) - [j13]Diarmuid P. O'Donoghue, Amy J. Bohan, Mark T. Keane:
Seeing Things: Inventive Reasoning with Geometric Analogies and Topographic Maps. New Gener. Comput. 24(3): 267-288 (2006) - [c27]Martin Halvey, Mark T. Keane, Barry Smyth:
Temporal Rules for Predicting User Navigation in the Mobile Web. AH 2006: 111-120 - [c26]Martin Halvey, Mark T. Keane, Barry Smyth:
Time based patterns in mobile-internet surfing. CHI 2006: 31-34 - [c25]Karen Church, Barry Smyth, Mark T. Keane:
Evaluating interfaces for intelligent mobile search. W4A 2006: 69-78 - [c24]Martin Halvey, Mark T. Keane, Barry Smyth:
Temporal rules for mobile web personalization. WWW 2006: 839-840 - [c23]Maeve O'Brien, Mark T. Keane, Barry Smyth:
Predictive modeling of first-click behavior in web-search. WWW 2006: 1031-1032 - 2005
- [j12]Martin Halvey, Mark T. Keane:
Remembering What You Forget in an Online Shopping Context. J. Adv. Comput. Intell. Intell. Informatics 9(1): 18-22 (2005) - [j11]Ramón López de Mántaras, David McSherry, Derek G. Bridge, David B. Leake, Barry Smyth, Susan Craw
, Boi Faltings, Mary Lou Maher, Michael T. Cox, Kenneth D. Forbus, Mark T. Keane, Agnar Aamodt, Ian D. Watson:
Retrieval, reuse, revision and retention in case-based reasoning. Knowl. Eng. Rev. 20(3): 215-240 (2005) - [c22]Karen Church, Mark T. Keane, Barry Smyth:
An Evaluation of Gisting in Mobile Search. ECIR 2005: 546-548 - [c21]Georgios Tagalakis, Daniela Ferrari, Mark T. Keane:
A CLP-Based, Diagnosticity-Driven System for Concept Combinations. IJCAI 2005: 1585-1586 - [c20]Karen Church, Mark T. Keane, Barry Smyth:
Towards More Intelligent Mobile Search. IJCAI 2005: 1675-1676 - [c19]Martin Halvey, Mark T. Keane, Barry Smyth:
Birds of a Feather Surf Together: Using Clustering Methods to Improve Navigation Prediction from Internet Log Files. MLDM 2005: 174-183 - [c18]Emma-Claire Mullally, Diarmuid P. O'Donoghue, Amy J. Bohan, Mark T. Keane:
Geometric Proportional Analogies In Topographic Maps: Theory and Application. SGAI Conf. (Applications) 2005: 95-108 - [c17]Martin Halvey, Mark T. Keane, Barry Smyth:
Time Based Segmentation of Log Data for User Navigation Prediction in Personalization. Web Intelligence 2005: 636-640 - [c16]Martin Halvey, Mark T. Keane, Barry Smyth:
Predicting navigation patterns on the mobile-internet using time of the week. WWW (Special interest tracks and posters) 2005: 958-959 - 2004
- [j10]Dermot Lynott
, Georgios Tagalakis, Mark T. Keane:
Conceptual Combination with PUNC. Artif. Intell. Rev. 21(3-4): 353-374 (2004) - [j9]Dermot Lynott, Georgios Tagalakis, Mark T. Keane:
Conceptual Combination with PUNC. Artif. Intell. Rev. 22(3): 247-267 (2004) - [c15]Dermot Lynott, Mark T. Keane:
Modelling the Interpretation of Novel Compounds. ECAI 2004: 1053-1054 - [c14]Rónán Mac Ruairi, Mark T. Keane:
Role Swapping in Multi-Agent Sensor Webs. ECAI 2004: 1055-1056 - 2001
- [j8]Barry Smyth, Mark T. Keane, Padraig Cunningham
:
Hierarchical Case-Based Reasoning Integrating Case-Based and Decompositional Problem-Solving Techniques for Plant-Control Software Design. IEEE Trans. Knowl. Data Eng. 13(5): 793-812 (2001) - [p1]Mark T. Keane, Barry Smyth, Joseph O'Sullivan:
Dynamic similarity: a processing perspective on similarity. Similarity and Categorization 2001 - 2000
- [j7]Fintan J. Costello
, Mark T. Keane:
Efficient creativity: constraint-guided conceptual combination. Cogn. Sci. 24(2): 299-349 (2000)
1990 – 1999
- 1998
- [j6]Barry Smyth, Mark T. Keane:
Adaptation-Guided Retrieval: Questioning the Similarity Assumption in Reasoning. Artif. Intell. 102(2): 249-293 (1998) - 1997
- [c13]Kathleen Hanney, Mark T. Keane:
The Adaption Knowledge Bottleneck: How to Ease it by Learning from Cases. ICCBR 1997: 359-370 - [c12]Tony Veale, Mark T. Keane:
The Competence of Sub-Optimal Theories of STructure Mapping on Hard Analogies. IJCAI (1) 1997: 232-237 - 1996
- [j5]Barry Smyth, Mark T. Keane:
Using adaptation knowledge to retrieve and adapt design cases. Knowl. Based Syst. 9(2): 127-135 (1996) - [c11]Kathleen Hanney, Mark T. Keane:
Learning Adaptation Rules from a Case-Base. EWCBR 1996: 179-192 - 1995
- [c10]Barry Smyth, Mark T. Keane:
Experiments On Adaptation-Guided Retrieval In Case-Based Design. ICCBR 1995: 313-324 - [c9]Stephen Flinter, Mark T. Keane:
On the Automatic Generation of Cases Libraries by Chunking Chess Games. ICCBR 1995: 421-430 - [c8]Kathleen Hanney, Mark T. Keane, Barry Smyth, Padraig Cunningham:
Systems, Tasks and Adaptation Knowledge: Revealing Some Revealing Dependencies. ICCBR 1995: 461-470 - [c7]Barry Smyth, Mark T. Keane:
Remembering To Forget: A Competence-Preserving Case Deletion Policy for Case-Based Reasoning Systems. IJCAI 1995: 377-383 - [e1]Jean Paul Haton, Mark T. Keane, Michel Manago:
Advances in Case-Based Reasoning, Second European Workshop, EWCBR-94, Chantilly, France, November 7-10, 1994, Selected Papers. Lecture Notes in Computer Science 984, Springer 1995, ISBN 3-540-60364-6 [contents] - 1994
- [j4]Brenda Nangle, Mark T. Keane:
Effective retrieval in Hospital Information Systems: the use of context in answering queries to Patient Discharge Summaries. Artif. Intell. Medicine 6(3): 207-227 (1994) - [j3]Mark T. Keane:
Constraints on Analogical Mapping: A Comparison of Three Models. Cogn. Sci. 18(3): 387-438 (1994) - 1993
- [c6]Mark T. Keane:
Analogical Asides on Case-Based Reasoning. EWCBR 1993: 21-32 - [c5]Barry Smyth, Mark T. Keane:
Retrieving Adaptable Cases: The Role of Adaptation Knowledge in Case Retrieval. EWCBR 1993: 209-220 - 1992
- [j2]Tony Veale, Mark T. Keane:
Conceptual Scaffolding: A Spatially Founded Meaning Representation for Metaphor Comprehension. Comput. Intell. 8: 494-519 (1992) - [c4]Tony Veale, Mark T. Keane:
Conceptual Scaffolding: Using Metaphors to Build Knowledge Structures. ECAI 1992: 174-178
1980 – 1989
- 1988
- [j1]Mark T. Keane:
Analogical mechanisms. Artif. Intell. Rev. 2(4): 229-251 (1988) - [c3]Mark T. Keane:
Where's the Beef? The Absence of Pragmatic Factors in Pragmatic Theories of Analogy. ECAI 1988: 327-332 - [c2]Mark T. Keane, Mike Brayshaw:
The Incremental Analogy Machine: A Computational Model of Analogy. EWSL 1988: 53-62 - 1987
- [c1]Mark T. Keane, Peter Johnson:
Preliminary Analysis for Design. BCS HCI 1987: 133-146
Coauthor Index

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